Index

A

AcousticDataEncodingResult (class in birdnet) (class in birdnet.acoustic.inference.core.encoding.encoding_result) AcousticDataPredictionResult (class in birdnet) (class in birdnet.acoustic.inference.core.prediction.prediction_result) AcousticDownloaderBaseV2_4 (class in birdnet.acoustic.models.v2_4.model) AcousticDownloaderBaseV3_0 (class in birdnet.acoustic.models.v3_0.model) AcousticEncodingResultBase (class in birdnet) (class in birdnet.acoustic.inference.core.encoding.encoding_result) AcousticEncodingSession (class in birdnet) (class in birdnet.acoustic.inference.session) AcousticEncodingTensor (class in birdnet.acoustic.inference.core.encoding.encoding_tensor) AcousticFileEncodingResult (class in birdnet) (class in birdnet.acoustic.inference.core.encoding.encoding_result) AcousticFilePredictionResult (class in birdnet) (class in birdnet.acoustic.inference.core.prediction.prediction_result) AcousticModelBase (class in birdnet.acoustic.models.base) AcousticModelPerchV2 (class in birdnet) (class in birdnet.acoustic.models.perch_v2.model) AcousticModelV2_4 (class in birdnet) (class in birdnet.acoustic.models.v2_4.model) AcousticModelV3_0 (class in birdnet.acoustic.models.v3_0.model) AcousticOnnxBackendFP16V3_0 (class in birdnet.acoustic.models.v3_0.onnx) AcousticOnnxBackendFP32V3_0 (class in birdnet.acoustic.models.v3_0.onnx) AcousticOnnxDownloaderV3_0 (class in birdnet.acoustic.models.v3_0.onnx) AcousticPBBackendFP32PerchV2 (class in birdnet.acoustic.models.perch_v2.pb) AcousticPBBackendFP32V2_4 (class in birdnet.acoustic.models.v2_4.pb) AcousticPBBackendFP32V3_0 (class in birdnet.acoustic.models.v3_0.pb) AcousticPBDownloaderPerchV2 (class in birdnet.acoustic.models.perch_v2.pb) AcousticPBDownloaderV2_4 (class in birdnet.acoustic.models.v2_4.pb) AcousticPBDownloaderV3_0 (class in birdnet.acoustic.models.v3_0.pb) AcousticPredictionResultBase (class in birdnet) (class in birdnet.acoustic.inference.core.prediction.prediction_result) AcousticPredictionSession (class in birdnet) (class in birdnet.acoustic.inference.session) AcousticPredictionTensor (class in birdnet.acoustic.inference.core.prediction.prediction_tensor) AcousticProgressStats (class in birdnet) (class in birdnet.acoustic.inference.core.perf_tracker) AcousticPTBackendFP32V3_0 (class in birdnet.acoustic.models.v3_0.pt)

AcousticPTDownloaderV3_0 (class in birdnet.acoustic.models.v3_0.pt) AcousticRavenBackendFP32V2_4 (class in birdnet.acoustic.models.v2_4.pb) AcousticRavenBackendFP32V3_0 (class in birdnet.acoustic.models.v3_0.pb) AcousticResultBase (class in birdnet.acoustic.inference.core.result_base) AcousticSessionBase (class in birdnet.acoustic.inference.session) AcousticTensorBase (class in birdnet.acoustic.inference.core.tensor) AcousticTFBackendFP16V2_4 (class in birdnet.acoustic.models.v2_4.tf) AcousticTFBackendFP16V3_0 (class in birdnet.acoustic.models.v3_0.tf) AcousticTFBackendFP32CustomAppendHiddenV2_4 (class in birdnet.acoustic.models.v2_4.tf) AcousticTFBackendFP32CustomAppendV2_4 (class in birdnet.acoustic.models.v2_4.tf) AcousticTFBackendFP32CustomReplaceHiddenV2_4 (class in birdnet.acoustic.models.v2_4.tf) AcousticTFBackendFP32V2_4 (class in birdnet.acoustic.models.v2_4.tf) AcousticTFBackendFP32V3_0 (class in birdnet.acoustic.models.v3_0.tf) AcousticTFBackendInt8V2_4 (class in birdnet.acoustic.models.v2_4.tf) AcousticTFDownloaderV2_4 (class in birdnet.acoustic.models.v2_4.tf) AcousticTFDownloaderV3_0 (class in birdnet.acoustic.models.v3_0.tf) add_ms (birdnet.acoustic.inference.core.perf_tracker.WorkerStats attribute) add_value() (birdnet.acoustic.inference.core.perf_tracker.ValueTracker method) all_finished (birdnet.acoustic.inference.resources.ProducerResources attribute) analyzer_queue (birdnet.acoustic.inference.resources.InputAnalyzerResources attribute) analyzer_resources (birdnet.acoustic.inference.resources.PipelineResources attribute) apply_sigmoid (birdnet.acoustic.inference.configs.PredictionConfig attribute) apply_speed_to_duration() (in module birdnet.utils.helper) apply_speed_to_samples() (in module birdnet.utils.helper) assert_queue_is_empty() (in module birdnet.utils.helper) attach_and_get_array() (birdnet.acoustic.inference.core.shm.RingField method) attach_shared_memory() (birdnet.acoustic.inference.core.shm.RingField method) AVAILABLE_LANGUAGES (birdnet.acoustic.models.v2_4.model.AcousticDownloaderBaseV2_4 attribute) (birdnet.acoustic.models.v3_0.model.AcousticDownloaderBaseV3_0 attribute) (birdnet.geo.models.v2_4.model.GeoDownloaderBaseV2_4 attribute) (birdnet.geo.models.v3_0.model.GeoDownloaderBaseV3_0 attribute) avg_busy_slots (birdnet.acoustic.inference.core.perf_tracker.PerformanceTrackingResult attribute) avg_busy_workers (birdnet.acoustic.inference.core.perf_tracker.PerformanceTrackingResult attribute) avg_cpu_usages_pct (birdnet.acoustic.inference.core.perf_tracker.PerformanceTrackingResult attribute) avg_free_slots (birdnet.acoustic.inference.core.perf_tracker.PerformanceTrackingResult attribute) avg_memory_usages_MiB (birdnet.acoustic.inference.core.perf_tracker.PerformanceTrackingResult attribute) avg_preloaded_slots (birdnet.acoustic.inference.core.perf_tracker.PerformanceTrackingResult attribute) avg_val (birdnet.acoustic.inference.core.perf_tracker.ValueTracker property) avg_wait_time_ms (birdnet.acoustic.inference.core.perf_tracker.PerformanceTrackingResult attribute)

B

backend (birdnet.core.backends.BackendLoader property) Backend (class in birdnet.core.backends) backend_kwargs (birdnet.acoustic.inference.configs.ModelConfig attribute) (birdnet.acoustic.models.base.AcousticModelBase property) (birdnet.geo.inference.configs.ModelConfig attribute) (birdnet.geo.models.base.GeoModelBase property) backend_loader (birdnet.acoustic.inference.resources.WorkerResources attribute) backend_type (birdnet.acoustic.inference.configs.ModelConfig attribute) (birdnet.acoustic.models.base.AcousticModelBase property) (birdnet.geo.inference.configs.ModelConfig attribute) (birdnet.geo.models.base.GeoModelBase property) BackendLoader (class in birdnet.core.backends) bandpass_fmax (birdnet.acoustic.inference.configs.FilteringConfig attribute) bandpass_fmin (birdnet.acoustic.inference.configs.FilteringConfig attribute) bandpass_signal() (in module birdnet.utils.helper) batch_ms (birdnet.acoustic.inference.core.perf_tracker.ProducerStats attribute) batch_size (birdnet.acoustic.inference.configs.ProcessingConfig attribute) benchmark_dir (birdnet.acoustic.inference.resources.StatisticsResources attribute) benchmark_dir_name (birdnet.acoustic.inference.resources.StatisticsResources attribute) benchmark_session_dir (birdnet.acoustic.inference.resources.StatisticsResources attribute) benchmarking (birdnet.acoustic.inference.resources.StatisticsResources attribute) BenchmarkResultContainer (class in birdnet_benchmark.cli) birdnet module birdnet.acoustic.inference module birdnet.acoustic.inference.benchmarking module birdnet.acoustic.inference.configs module birdnet.acoustic.inference.core module birdnet.acoustic.inference.core.benchmarking module birdnet.acoustic.inference.core.consumer module birdnet.acoustic.inference.core.encoding module birdnet.acoustic.inference.core.encoding.encoding_benchmarking module birdnet.acoustic.inference.core.encoding.encoding_result module birdnet.acoustic.inference.core.encoding.encoding_tensor module birdnet.acoustic.inference.core.encoding.encoding_worker module birdnet.acoustic.inference.core.input_analyzer module birdnet.acoustic.inference.core.perf_tracker module birdnet.acoustic.inference.core.prediction module birdnet.acoustic.inference.core.prediction.prediction_benchmarking module birdnet.acoustic.inference.core.prediction.prediction_result module birdnet.acoustic.inference.core.prediction.prediction_tensor module birdnet.acoustic.inference.core.prediction.prediction_worker module birdnet.acoustic.inference.core.producer module birdnet.acoustic.inference.core.result_base module birdnet.acoustic.inference.core.shm module birdnet.acoustic.inference.core.tensor module birdnet.acoustic.inference.core.worker module birdnet.acoustic.inference.encoding_strategy module birdnet.acoustic.inference.file_writer module birdnet.acoustic.inference.prediction_strategy module birdnet.acoustic.inference.process_manager module birdnet.acoustic.inference.resources module birdnet.acoustic.inference.session module birdnet.acoustic.inference.strategy module

birdnet.acoustic.models module birdnet.acoustic.models.base module birdnet.acoustic.models.perch_v2 module birdnet.acoustic.models.perch_v2.model module birdnet.acoustic.models.perch_v2.pb module birdnet.acoustic.models.v2_4 module birdnet.acoustic.models.v2_4.model module birdnet.acoustic.models.v2_4.pb module birdnet.acoustic.models.v2_4.tf module birdnet.acoustic.models.v3_0 module birdnet.acoustic.models.v3_0.model module birdnet.acoustic.models.v3_0.onnx module birdnet.acoustic.models.v3_0.pb module birdnet.acoustic.models.v3_0.pt module birdnet.acoustic.models.v3_0.tf module birdnet.core.backends module birdnet.core.base module birdnet.geo.inference module birdnet.geo.inference.configs module birdnet.geo.inference.prediction_result module birdnet.geo.inference.session module birdnet.geo.models module birdnet.geo.models.base module birdnet.geo.models.v2_4 module birdnet.geo.models.v2_4.model module birdnet.geo.models.v2_4.pb module birdnet.geo.models.v2_4.tf module birdnet.geo.models.v3_0 module birdnet.geo.models.v3_0.model module birdnet.geo.models.v3_0.pb module birdnet.geo.models.v3_0.tf module birdnet.globals module birdnet.model_loader module birdnet.utils module birdnet.utils.helper module birdnet.utils.local_data module birdnet.utils.logging_utils module birdnet_benchmark.argparse_helper module birdnet_benchmark.cli module buffer_stats (birdnet.acoustic.inference.core.perf_tracker.AcousticProgressStats attribute) (birdnet.AcousticProgressStats attribute) BufferStats (class in birdnet.acoustic.inference.core.perf_tracker) busy (birdnet.acoustic.inference.core.perf_tracker.WorkerStats attribute) busy_slots (birdnet.acoustic.inference.core.perf_tracker.BufferStats attribute)

C

calculate_target_sample_count() (in module birdnet.acoustic.inference.core.producer) callback_finish_signal (birdnet.acoustic.inference.resources.StatisticsResources attribute) callback_fn (birdnet.acoustic.inference.resources.StatisticsResources attribute) callback_queue (birdnet.acoustic.inference.resources.StatisticsResources attribute) callback_start_signal (birdnet.acoustic.inference.resources.StatisticsResources attribute) cancel() (birdnet.acoustic.inference.session.AcousticSessionBase method) cancel_event (birdnet.acoustic.inference.resources.ProcessingResources attribute) check_custom_tflite_model() (birdnet.core.backends.BackendLoader class method) check_is_intel_macos() (in module birdnet.utils.helper) check_is_python_312() (in module birdnet.utils.helper) check_model_can_be_loaded() (birdnet.core.backends.BackendLoader class method) check_protobuf_model_files_exist() (in module birdnet.utils.helper) check_tf_library_for_v3_0() (in module birdnet.geo.models.v3_0.tf) check_tf_runtime_compatibility_for_v3_0() (in module birdnet.geo.models.v3_0.tf) check_tf_version_for_perch_v2() (in module birdnet.acoustic.models.perch_v2.pb) cleanup() (birdnet.acoustic.inference.core.shm.RingField method) collect_input_durations() (birdnet.acoustic.inference.resources.InputAnalyzerResources method) collect_performance_results() (birdnet.acoustic.inference.resources.StatisticsResources method) collect_unprocessed_inputs() (birdnet.acoustic.inference.resources.ProducerResources method) Consumer (class in birdnet.acoustic.inference.core.consumer) convert_to_mono() (in module birdnet.acoustic.inference.core.producer) ConvertToOrderedSetAction (class in birdnet_benchmark.argparse_helper) ConvertToSetAction (class in birdnet_benchmark.argparse_helper) copy_from_device() (birdnet.core.backends.Backend method) (birdnet.core.backends.OnnxBackend method) (birdnet.core.backends.PBBackend method) (birdnet.core.backends.TFBackend method) (birdnet.core.backends.TorchBackend method) (birdnet.core.backends.VersionedBackendProtocol method) copy_ms (birdnet.acoustic.inference.core.perf_tracker.WorkerStats attribute) copy_to_device() (birdnet.core.backends.Backend method) (birdnet.core.backends.OnnxBackend method) (birdnet.core.backends.PBBackend method) (birdnet.core.backends.TFBackend method) (birdnet.core.backends.TorchBackend method) (birdnet.core.backends.VersionedBackendProtocol method) cpu_usage_average_pct (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase attribute) cpu_usage_max_pct (birdnet.acoustic.inference.core.perf_tracker.AcousticProgressStats attribute) (birdnet.AcousticProgressStats attribute)

cpu_usage_maximum_pct (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase attribute) cpu_usage_pct (birdnet.acoustic.inference.core.perf_tracker.AcousticProgressStats attribute) (birdnet.AcousticProgressStats attribute) create() (birdnet.acoustic.inference.resources.InputAnalyzerResources class method) (birdnet.acoustic.inference.resources.LoggingResources class method) (birdnet.acoustic.inference.resources.ProcessingResources class method) (birdnet.acoustic.inference.resources.ProducerResources class method) (birdnet.acoustic.inference.resources.RingBufferResources class method) (birdnet.acoustic.inference.resources.StatisticsResources class method) (birdnet.acoustic.inference.resources.WorkerResources class method) create_array_result() (birdnet.acoustic.inference.encoding_strategy.EncodingStrategy method) (birdnet.acoustic.inference.prediction_strategy.PredictionStrategy method) (birdnet.acoustic.inference.strategy.InferenceStrategyBase method) create_files_result() (birdnet.acoustic.inference.encoding_strategy.EncodingStrategy method) (birdnet.acoustic.inference.prediction_strategy.PredictionStrategy method) (birdnet.acoustic.inference.strategy.InferenceStrategyBase method) create_full_benchmark_meta() (birdnet.acoustic.inference.encoding_strategy.EncodingStrategy method) (birdnet.acoustic.inference.prediction_strategy.PredictionStrategy method) (birdnet.acoustic.inference.strategy.InferenceStrategyBase method) create_minimal_benchmark_meta() (birdnet.acoustic.inference.encoding_strategy.EncodingStrategy method) (birdnet.acoustic.inference.prediction_strategy.PredictionStrategy method) (birdnet.acoustic.inference.strategy.InferenceStrategyBase method) create_resources() (birdnet.acoustic.inference.resources.ResourceManager method) create_shm_ring() (in module birdnet.acoustic.inference.core.shm) create_species_blacklist() (in module birdnet.acoustic.inference.prediction_strategy) create_tensor() (birdnet.acoustic.inference.encoding_strategy.EncodingStrategy method) (birdnet.acoustic.inference.prediction_strategy.PredictionStrategy method) (birdnet.acoustic.inference.strategy.InferenceStrategyBase method) create_thresholds() (in module birdnet.acoustic.inference.prediction_strategy) create_workers() (birdnet.acoustic.inference.encoding_strategy.EncodingStrategy method) (birdnet.acoustic.inference.prediction_strategy.PredictionStrategy method) (birdnet.acoustic.inference.strategy.InferenceStrategyBase method) current_n_segments (birdnet.acoustic.inference.core.encoding.encoding_tensor.AcousticEncodingTensor property) (birdnet.acoustic.inference.core.prediction.prediction_tensor.AcousticPredictionTensor property) current_run_nr (birdnet.acoustic.inference.resources.ProcessingResources attribute) custom_confidence_thresholds (birdnet.acoustic.inference.configs.PredictionConfig attribute) custom_species_list (birdnet.acoustic.inference.configs.PredictionConfig attribute)

D

default_confidence_threshold (birdnet.acoustic.inference.configs.PredictionConfig attribute) delete_ring_variables() (birdnet.acoustic.inference.resources.RingBufferResources method) device (birdnet.acoustic.inference.configs.ProcessingConfig attribute) (birdnet.geo.inference.configs.ProcessingConfig attribute) devices (birdnet.acoustic.inference.resources.WorkerResources attribute) disable_tf_logging() (in module birdnet.core.backends)

dl_file_name (birdnet.utils.helper.ModelInfo attribute) dl_size (birdnet.utils.helper.ModelInfo attribute) dl_url (birdnet.utils.helper.ModelInfo attribute) download_file_tqdm() (in module birdnet.utils.helper) dtype (birdnet.acoustic.inference.core.shm.RingField attribute) duration_as_samples() (in module birdnet.utils.helper)

E

emb_dim (birdnet.acoustic.inference.configs.EncodingConfig attribute) (birdnet.acoustic.inference.core.encoding.encoding_result.AcousticEncodingResultBase property) (birdnet.AcousticEncodingResultBase property) embeddings (birdnet.acoustic.inference.core.encoding.encoding_result.AcousticEncodingResultBase property) (birdnet.AcousticEncodingResultBase property) embeddings_masked (birdnet.acoustic.inference.core.encoding.encoding_result.AcousticEncodingResultBase property) (birdnet.AcousticEncodingResultBase property) encode() (birdnet.acoustic.models.base.AcousticModelBase method) (birdnet.acoustic.models.perch_v2.model.AcousticModelPerchV2 method) (birdnet.acoustic.models.v2_4.model.AcousticModelV2_4 method) (birdnet.acoustic.models.v3_0.model.AcousticModelV3_0 method) (birdnet.AcousticModelPerchV2 method) (birdnet.AcousticModelV2_4 method) (birdnet.core.backends.Backend method) (birdnet.core.backends.OnnxBackend method) (birdnet.core.backends.PBBackend method) (birdnet.core.backends.TFBackend method) (birdnet.core.backends.TorchBackend method) (birdnet.core.backends.VersionedBackendProtocol method) encode_arrays() (birdnet.acoustic.models.base.AcousticModelBase method) (birdnet.acoustic.models.perch_v2.model.AcousticModelPerchV2 method) (birdnet.acoustic.models.v2_4.model.AcousticModelV2_4 method) (birdnet.acoustic.models.v3_0.model.AcousticModelV3_0 method) (birdnet.AcousticModelPerchV2 method) (birdnet.AcousticModelV2_4 method) encode_session() (birdnet.acoustic.models.base.AcousticModelBase method) (birdnet.acoustic.models.perch_v2.model.AcousticModelPerchV2 method) (birdnet.acoustic.models.v2_4.model.AcousticModelV2_4 method) (birdnet.acoustic.models.v3_0.model.AcousticModelV3_0 method) (birdnet.AcousticModelPerchV2 method) (birdnet.AcousticModelV2_4 method) encoding_key() (birdnet.acoustic.models.perch_v2.pb.AcousticPBBackendFP32PerchV2 class method) (birdnet.acoustic.models.v2_4.pb.AcousticPBBackendFP32V2_4 class method) (birdnet.acoustic.models.v2_4.pb.AcousticRavenBackendFP32V2_4 class method) (birdnet.acoustic.models.v3_0.pb.AcousticPBBackendFP32V3_0 class method) (birdnet.acoustic.models.v3_0.pb.AcousticRavenBackendFP32V3_0 class method) (birdnet.core.backends.PBBackend class method) (birdnet.geo.models.v2_4.pb.GeoPBBackendFP32V2_4 class method) (birdnet.geo.models.v3_0.pb.GeoPBBackendFP32V3_0 class method)

encoding_out_idx() (birdnet.acoustic.models.v2_4.tf.AcousticTFBackendFP16V2_4 class method) (birdnet.acoustic.models.v2_4.tf.AcousticTFBackendFP32CustomAppendHiddenV2_4 class method) (birdnet.acoustic.models.v2_4.tf.AcousticTFBackendFP32CustomAppendV2_4 class method) (birdnet.acoustic.models.v2_4.tf.AcousticTFBackendFP32CustomReplaceHiddenV2_4 class method) (birdnet.acoustic.models.v2_4.tf.AcousticTFBackendFP32V2_4 class method) (birdnet.acoustic.models.v2_4.tf.AcousticTFBackendInt8V2_4 class method) (birdnet.acoustic.models.v3_0.onnx.AcousticOnnxBackendFP16V3_0 class method) (birdnet.acoustic.models.v3_0.onnx.AcousticOnnxBackendFP32V3_0 class method) (birdnet.acoustic.models.v3_0.pt.AcousticPTBackendFP32V3_0 class method) (birdnet.acoustic.models.v3_0.tf.AcousticTFBackendFP16V3_0 class method) (birdnet.acoustic.models.v3_0.tf.AcousticTFBackendFP32V3_0 class method) (birdnet.core.backends.OnnxBackend class method) (birdnet.core.backends.TFBackend class method) (birdnet.core.backends.TorchBackend class method) (birdnet.geo.models.v2_4.tf.GeoTFBackendFP32V2_4 class method) (birdnet.geo.models.v3_0.tf.GeoTFBackendFP16V3_0 class method) (birdnet.geo.models.v3_0.tf.GeoTFBackendFP32V3_0 class method) (birdnet.geo.models.v3_0.tf.GeoTFBackendInt8V3_0 class method) encoding_signature_name() (birdnet.acoustic.models.perch_v2.pb.AcousticPBBackendFP32PerchV2 class method) (birdnet.acoustic.models.v2_4.pb.AcousticPBBackendFP32V2_4 class method) (birdnet.acoustic.models.v2_4.pb.AcousticRavenBackendFP32V2_4 class method) (birdnet.acoustic.models.v3_0.pb.AcousticPBBackendFP32V3_0 class method) (birdnet.acoustic.models.v3_0.pb.AcousticRavenBackendFP32V3_0 class method) (birdnet.core.backends.PBBackend class method) (birdnet.geo.models.v2_4.pb.GeoPBBackendFP32V2_4 class method) (birdnet.geo.models.v3_0.pb.GeoPBBackendFP32V3_0 class method) EncodingConfig (class in birdnet.acoustic.inference.configs) EncodingStrategy (class in birdnet.acoustic.inference.encoding_strategy) EncodingWorker (class in birdnet.acoustic.inference.core.encoding.encoding_worker) end() (birdnet.acoustic.inference.session.AcousticSessionBase method) end_event (birdnet.acoustic.inference.resources.ProcessingResources attribute) end_timepoint (birdnet.acoustic.inference.resources.StatisticsResources property) ensure_labels_available() (birdnet.acoustic.models.v3_0.model.AcousticDownloaderBaseV3_0 class method) (birdnet.geo.models.v3_0.model.GeoDownloaderBaseV3_0 class method) est_remaining_time_hhmmss (birdnet.acoustic.inference.core.perf_tracker.AcousticProgressStats property) (birdnet.AcousticProgressStats property) est_remaining_time_s (birdnet.acoustic.inference.core.perf_tracker.AcousticProgressStats attribute) (birdnet.AcousticProgressStats attribute)

F

file_batches_processed (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase attribute) file_count (birdnet.acoustic.inference.core.benchmarking.MinimalBenchmarkMetaBase property) file_duration_average (birdnet.acoustic.inference.core.benchmarking.MinimalBenchmarkMetaBase property) file_duration_maximum (birdnet.acoustic.inference.core.benchmarking.MinimalBenchmarkMetaBase property) file_duration_minimum (birdnet.acoustic.inference.core.benchmarking.MinimalBenchmarkMetaBase property) file_duration_sum (birdnet.acoustic.inference.core.benchmarking.MinimalBenchmarkMetaBase property) file_formats (birdnet.acoustic.inference.core.benchmarking.MinimalBenchmarkMetaBase attribute) file_segments_maximum (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase attribute) file_segments_total (birdnet.acoustic.inference.core.benchmarking.MinimalBenchmarkMetaBase attribute) file_size (birdnet.utils.helper.ModelInfo attribute) filled_slots (birdnet.acoustic.inference.core.perf_tracker.BufferStats property) fillup_with_silence() (in module birdnet.utils.helper) filtering_conf (birdnet.acoustic.inference.configs.InferenceConfig attribute)

FilteringConfig (class in birdnet.acoustic.inference.configs) finish_signal (birdnet.acoustic.inference.resources.InputAnalyzerResources attribute) finish_signals (birdnet.acoustic.inference.resources.ProducerResources attribute) (birdnet.acoustic.inference.resources.WorkerResources attribute) finished (birdnet.acoustic.inference.core.perf_tracker.AcousticProgressStats attribute) (birdnet.acoustic.inference.resources.InputAnalyzerResources attribute) (birdnet.AcousticProgressStats attribute) flat_sigmoid_logaddexp_fast() (in module birdnet.utils.helper) flush_ms (birdnet.acoustic.inference.core.perf_tracker.ProducerStats attribute) format_input_for_csv() (in module birdnet.utils.helper) free_slots (birdnet.acoustic.inference.core.perf_tracker.BufferStats attribute) FullBenchmarkEmbMeta (class in birdnet.acoustic.inference.core.encoding.encoding_benchmarking) FullBenchmarkMeta (class in birdnet.acoustic.inference.core.prediction.prediction_benchmarking) FullBenchmarkMetaBase (class in birdnet.acoustic.inference.core.benchmarking)

G

GeoDownloaderBaseV2_4 (class in birdnet.geo.models.v2_4.model) GeoDownloaderBaseV3_0 (class in birdnet.geo.models.v3_0.model) GeoModelBase (class in birdnet.geo.models.base) GeoModelV2_4 (class in birdnet) (class in birdnet.geo.models.v2_4.model) GeoModelV3_0 (class in birdnet.geo.models.v3_0.model) GeoPBBackendFP32V2_4 (class in birdnet.geo.models.v2_4.pb) GeoPBBackendFP32V3_0 (class in birdnet.geo.models.v3_0.pb) GeoPBDownloaderV2_4 (class in birdnet.geo.models.v2_4.pb) GeoPBDownloaderV3_0 (class in birdnet.geo.models.v3_0.pb) GeoPredictionResult (class in birdnet) (class in birdnet.geo.inference.prediction_result) GeoPredictionSession (class in birdnet) (class in birdnet.geo.inference.session) GeoSessionBase (class in birdnet.geo.inference.session) GeoTFBackendFP16V3_0 (class in birdnet.geo.models.v3_0.tf) GeoTFBackendFP32V2_4 (class in birdnet.geo.models.v2_4.tf) GeoTFBackendFP32V3_0 (class in birdnet.geo.models.v3_0.tf) GeoTFBackendInt8V3_0 (class in birdnet.geo.models.v3_0.tf) GeoTFDownloaderV2_4 (class in birdnet.geo.models.v2_4.tf) GeoTFDownloaderV3_0 (class in birdnet.geo.models.v3_0.tf) get_app_data_path() (in module birdnet.utils.local_data) get_array() (birdnet.acoustic.inference.core.shm.RingField method) get_audio_duration_from_sf() (in module birdnet.acoustic.inference.core.producer) get_audio_duration_s() (in module birdnet.acoustic.inference.core.producer) get_audio_n_samples() (in module birdnet.acoustic.inference.core.producer) get_audio_n_samples_from_sf() (in module birdnet.acoustic.inference.core.producer) get_benchmark_dir() (in module birdnet.utils.local_data) get_benchmark_dir_name() (birdnet.acoustic.inference.encoding_strategy.EncodingStrategy method) (birdnet.acoustic.inference.prediction_strategy.PredictionStrategy method) (birdnet.acoustic.inference.strategy.InferenceStrategyBase method) get_birdnet_app_data_folder() (in module birdnet.utils.local_data) get_data_segments_with_overlap() (in module birdnet.acoustic.inference.core.producer) get_embeddings_dim() (birdnet.acoustic.models.perch_v2.model.AcousticModelPerchV2 class method) (birdnet.acoustic.models.v2_4.model.AcousticModelV2_4 class method) (birdnet.acoustic.models.v3_0.model.AcousticModelV3_0 class method) (birdnet.AcousticModelPerchV2 class method) (birdnet.AcousticModelV2_4 class method) get_file_formats() (in module birdnet.utils.helper) get_file_segments_with_overlap() (in module birdnet.acoustic.inference.core.producer) get_float_dtype() (in module birdnet.utils.helper) get_hash() (in module birdnet.utils.helper) get_hop_duration_s() (in module birdnet.utils.helper) get_iso_time() (in module birdnet.acoustic.inference.resources) get_lang_dir() (in module birdnet.utils.local_data) get_lang_file() (birdnet.acoustic.models.v3_0.model.AcousticDownloaderBaseV3_0 class method) (birdnet.geo.models.v3_0.model.GeoDownloaderBaseV3_0 class method) get_last_stats() (birdnet.acoustic.inference.core.perf_tracker.ProgressDispatcher method) get_logger_for_package() (in module birdnet.utils.logging_utils) get_lossless_float_dtype() (in module birdnet.utils.helper) get_model_path() (in module birdnet.utils.local_data) get_model_path_and_labels() (birdnet.acoustic.models.perch_v2.pb.AcousticPBDownloaderPerchV2 class method) (birdnet.acoustic.models.v2_4.pb.AcousticPBDownloaderV2_4 class method) (birdnet.acoustic.models.v2_4.tf.AcousticTFDownloaderV2_4 class method) (birdnet.acoustic.models.v3_0.onnx.AcousticOnnxDownloaderV3_0 class method) (birdnet.acoustic.models.v3_0.pb.AcousticPBDownloaderV3_0 class method) (birdnet.acoustic.models.v3_0.pt.AcousticPTDownloaderV3_0 class method) (birdnet.acoustic.models.v3_0.tf.AcousticTFDownloaderV3_0 class method) (birdnet.geo.models.v2_4.pb.GeoPBDownloaderV2_4 class method) (birdnet.geo.models.v2_4.tf.GeoTFDownloaderV2_4 class method) (birdnet.geo.models.v3_0.pb.GeoPBDownloaderV3_0 class method) (birdnet.geo.models.v3_0.tf.GeoTFDownloaderV3_0 class method) get_model_root_dir() (in module birdnet.utils.local_data) get_model_type() (birdnet.geo.models.v2_4.model.GeoModelV2_4 class method) (birdnet.geo.models.v3_0.model.GeoModelV3_0 class method) (birdnet.GeoModelV2_4 class method)

get_n_segments_speed() (in module birdnet.utils.helper) get_optional() (in module birdnet_benchmark.argparse_helper) get_package_logger() (in module birdnet) (in module birdnet.utils.logging_utils) get_package_logging_level() (in module birdnet.utils.logging_utils) get_package_version() (in module birdnet.utils.local_data) get_sample_rate() (birdnet.acoustic.models.base.AcousticModelBase class method) (birdnet.acoustic.models.perch_v2.model.AcousticModelPerchV2 class method) (birdnet.acoustic.models.v2_4.model.AcousticModelV2_4 class method) (birdnet.acoustic.models.v3_0.model.AcousticModelV3_0 class method) (birdnet.AcousticModelPerchV2 class method) (birdnet.AcousticModelV2_4 class method) get_sample_rate_from_sf() (in module birdnet.acoustic.inference.core.producer) get_segment_size_s() (birdnet.acoustic.models.base.AcousticModelBase class method) (birdnet.acoustic.models.perch_v2.model.AcousticModelPerchV2 class method) (birdnet.acoustic.models.v2_4.model.AcousticModelV2_4 class method) (birdnet.acoustic.models.v3_0.model.AcousticModelV3_0 class method) (birdnet.AcousticModelPerchV2 class method) (birdnet.AcousticModelV2_4 class method) get_segment_size_samples() (birdnet.acoustic.models.base.AcousticModelBase class method) (birdnet.acoustic.models.perch_v2.model.AcousticModelPerchV2 class method) (birdnet.acoustic.models.v2_4.model.AcousticModelV2_4 class method) (birdnet.acoustic.models.v3_0.model.AcousticModelV3_0 class method) (birdnet.AcousticModelPerchV2 class method) (birdnet.AcousticModelV2_4 class method) get_segments_from_files() (birdnet.acoustic.inference.core.producer.Producer method) get_segments_from_input() (birdnet.acoustic.inference.core.producer.Producer method) get_segments_with_overlap() (in module birdnet.acoustic.inference.core.producer) get_segments_with_overlap_all_int() (in module birdnet.acoustic.inference.core.producer) get_segments_with_overlap_samples() (in module birdnet.acoustic.inference.core.producer) get_session_id() (in module birdnet.acoustic.inference.core.result_base) (in module birdnet.core.base) get_session_id_hash() (in module birdnet.acoustic.inference.core.result_base) (in module birdnet.core.base) get_sf_info() (in module birdnet.acoustic.inference.core.producer) get_sig_fmax() (birdnet.acoustic.models.base.AcousticModelBase class method) (birdnet.acoustic.models.perch_v2.model.AcousticModelPerchV2 class method) (birdnet.acoustic.models.v2_4.model.AcousticModelV2_4 class method) (birdnet.acoustic.models.v3_0.model.AcousticModelV3_0 class method) (birdnet.AcousticModelPerchV2 class method) (birdnet.AcousticModelV2_4 class method) get_sig_fmin() (birdnet.acoustic.models.base.AcousticModelBase class method) (birdnet.acoustic.models.perch_v2.model.AcousticModelPerchV2 class method) (birdnet.acoustic.models.v2_4.model.AcousticModelV2_4 class method) (birdnet.acoustic.models.v3_0.model.AcousticModelV3_0 class method) (birdnet.AcousticModelPerchV2 class method) (birdnet.AcousticModelV2_4 class method) get_species_from_file() (in module birdnet.utils.helper) get_supported_audio_files_recursive() (in module birdnet.utils.helper) get_top_k() (birdnet.acoustic.inference.prediction_strategy.PredictionStrategy method) get_uint_dtype() (in module birdnet.utils.helper) get_unprocessed_files() (birdnet.acoustic.inference.core.prediction.prediction_result.AcousticFilePredictionResult method) (birdnet.AcousticFilePredictionResult method) get_version() (birdnet.acoustic.models.base.AcousticModelBase class method) (birdnet.acoustic.models.perch_v2.model.AcousticModelPerchV2 class method) (birdnet.acoustic.models.v2_4.model.AcousticModelV2_4 class method) (birdnet.acoustic.models.v3_0.model.AcousticModelV3_0 class method) (birdnet.AcousticModelPerchV2 class method) (birdnet.AcousticModelV2_4 class method) (birdnet.geo.models.base.GeoModelBase class method) (birdnet.geo.models.v2_4.model.GeoModelV2_4 class method) (birdnet.geo.models.v3_0.model.GeoModelV3_0 class method) (birdnet.GeoModelV2_4 class method) global_log_file (birdnet.acoustic.inference.resources.LoggingResources attribute)

H

half_precision (birdnet.acoustic.inference.configs.ProcessingConfig attribute) (birdnet.geo.inference.configs.ProcessingConfig attribute) half_precision() (birdnet.core.backends.Backend method) (birdnet.core.backends.OnnxBackend method) (birdnet.core.backends.PBBackend method) (birdnet.core.backends.TFBackend method) (birdnet.core.backends.TorchBackend method) (birdnet.core.backends.VersionedBackendProtocol method)

handle_statistics() (in module birdnet.acoustic.inference.benchmarking) hms_centis_fast() (in module birdnet.utils.helper) hop_duration_s (birdnet.acoustic.inference.core.result_base.AcousticResultBase property) hw_cpu (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase property) hw_cpu_logical_cores (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase property) hw_cpu_physical_cores (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase property) hw_host (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase property) hw_ram_GiB (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase property)

I

import_tf() (in module birdnet.core.backends) in_idx() (birdnet.acoustic.models.v2_4.tf.AcousticTFBackendFP16V2_4 class method) (birdnet.acoustic.models.v2_4.tf.AcousticTFBackendFP32CustomAppendHiddenV2_4 class method) (birdnet.acoustic.models.v2_4.tf.AcousticTFBackendFP32CustomAppendV2_4 class method) (birdnet.acoustic.models.v2_4.tf.AcousticTFBackendFP32CustomReplaceHiddenV2_4 class method) (birdnet.acoustic.models.v2_4.tf.AcousticTFBackendFP32V2_4 class method) (birdnet.acoustic.models.v2_4.tf.AcousticTFBackendInt8V2_4 class method) (birdnet.acoustic.models.v3_0.tf.AcousticTFBackendFP16V3_0 class method) (birdnet.acoustic.models.v3_0.tf.AcousticTFBackendFP32V3_0 class method) (birdnet.core.backends.TFBackend class method) (birdnet.geo.models.v2_4.tf.GeoTFBackendFP32V2_4 class method) (birdnet.geo.models.v3_0.tf.GeoTFBackendFP16V3_0 class method) (birdnet.geo.models.v3_0.tf.GeoTFBackendFP32V3_0 class method) (birdnet.geo.models.v3_0.tf.GeoTFBackendInt8V3_0 class method) increment_run_nr() (birdnet.acoustic.inference.resources.ProcessingResources method) inference_ms (birdnet.acoustic.inference.core.perf_tracker.WorkerStats attribute) InferenceConfig (class in birdnet.acoustic.inference.configs) (class in birdnet.geo.inference.configs) InferenceStrategyBase (class in birdnet.acoustic.inference.strategy) init_package_logger() (in module birdnet.utils.logging_utils) input_durations (birdnet.acoustic.inference.core.result_base.AcousticResultBase property) (birdnet.acoustic.inference.resources.InputAnalyzerResources property)

input_key() (birdnet.acoustic.models.perch_v2.pb.AcousticPBBackendFP32PerchV2 class method) (birdnet.acoustic.models.v2_4.pb.AcousticPBBackendFP32V2_4 class method) (birdnet.acoustic.models.v2_4.pb.AcousticRavenBackendFP32V2_4 class method) (birdnet.acoustic.models.v3_0.pb.AcousticPBBackendFP32V3_0 class method) (birdnet.acoustic.models.v3_0.pb.AcousticRavenBackendFP32V3_0 class method) (birdnet.core.backends.PBBackend class method) (birdnet.geo.models.v2_4.pb.GeoPBBackendFP32V2_4 class method) (birdnet.geo.models.v3_0.pb.GeoPBBackendFP32V3_0 class method) input_queue (birdnet.acoustic.inference.resources.InputAnalyzerResources attribute) (birdnet.acoustic.inference.resources.ProducerResources attribute) InputAnalyzer (class in birdnet.acoustic.inference.core.input_analyzer) InputAnalyzerResources (class in birdnet.acoustic.inference.resources) inputs (birdnet.acoustic.inference.core.result_base.AcousticResultBase property) is_custom (birdnet.acoustic.inference.configs.ModelConfig attribute) (birdnet.geo.inference.configs.ModelConfig attribute) is_custom_model (birdnet.acoustic.inference.core.result_base.ModelBase property) (birdnet.core.base.ModelBase property) is_first_run (birdnet.acoustic.inference.resources.ProcessingResources property) is_supported_audio_file() (in module birdnet.utils.helper) itertools_batched() (in module birdnet.utils.helper)

J

job_ms (birdnet.acoustic.inference.core.perf_tracker.WorkerStats attribute)

join() (birdnet.acoustic.inference.process_manager.ProcessManager method) join_logging() (birdnet.acoustic.inference.process_manager.ProcessManager method)

L

LABELS_HEADER (birdnet.acoustic.models.perch_v2.pb.AcousticPBDownloaderPerchV2 attribute) last_val (birdnet.acoustic.inference.core.perf_tracker.ValueTracker property) latitude (birdnet.geo.inference.configs.RunConfig attribute) (birdnet.geo.inference.prediction_result.GeoPredictionResult property) (birdnet.GeoPredictionResult property) litert_installed() (in module birdnet.core.backends) load() (birdnet.acoustic.inference.core.result_base.ModelBase class method) (birdnet.acoustic.models.perch_v2.model.AcousticModelPerchV2 class method) (birdnet.acoustic.models.v2_4.model.AcousticModelV2_4 class method) (birdnet.acoustic.models.v3_0.model.AcousticModelV3_0 class method) (birdnet.AcousticModelPerchV2 class method) (birdnet.AcousticModelV2_4 class method) (birdnet.core.backends.Backend method) (birdnet.core.backends.OnnxBackend method) (birdnet.core.backends.PBBackend method) (birdnet.core.backends.TFBackend method) (birdnet.core.backends.TorchBackend method) (birdnet.core.backends.VersionedBackendProtocol method) (birdnet.core.base.ModelBase class method) (birdnet.core.base.ResultBase class method) (birdnet.geo.models.v2_4.model.GeoModelV2_4 class method) (birdnet.geo.models.v3_0.model.GeoModelV3_0 class method) (birdnet.geo.models.v3_0.tf.GeoTFBackendFP16V3_0 method) (birdnet.geo.models.v3_0.tf.GeoTFBackendFP32V3_0 method) (birdnet.geo.models.v3_0.tf.GeoTFBackendInt8V3_0 method) (birdnet.GeoModelV2_4 class method) (in module birdnet) (in module birdnet.model_loader) load_backend() (birdnet.core.backends.BackendLoader method)

load_backend_in_main_process_if_possible() (birdnet.core.backends.BackendLoader method) load_custom() (birdnet.acoustic.inference.core.result_base.ModelBase class method) (birdnet.acoustic.models.perch_v2.model.AcousticModelPerchV2 class method) (birdnet.acoustic.models.v2_4.model.AcousticModelV2_4 class method) (birdnet.acoustic.models.v3_0.model.AcousticModelV3_0 class method) (birdnet.AcousticModelPerchV2 class method) (birdnet.AcousticModelV2_4 class method) (birdnet.core.base.ModelBase class method) (birdnet.geo.models.v2_4.model.GeoModelV2_4 class method) (birdnet.geo.models.v3_0.model.GeoModelV3_0 class method) (birdnet.GeoModelV2_4 class method) (in module birdnet) (in module birdnet.model_loader) load_lib_litert_model() (in module birdnet.core.backends) load_lib_tf_model() (in module birdnet.core.backends) load_onnx_model() (in module birdnet.core.backends) load_pb_model() (in module birdnet.core.backends) load_pb_model_legacy() (in module birdnet.core.backends) load_perch_v2() (in module birdnet) (in module birdnet.model_loader) load_tf_model() (in module birdnet.core.backends) load_torch_model() (in module birdnet.core.backends) logging_level (birdnet.acoustic.inference.resources.LoggingResources attribute) logging_queue (birdnet.acoustic.inference.resources.LoggingResources attribute) logging_resources (birdnet.acoustic.inference.resources.PipelineResources attribute) LoggingResources (class in birdnet.acoustic.inference.resources) longitude (birdnet.geo.inference.configs.RunConfig attribute) (birdnet.geo.inference.prediction_result.GeoPredictionResult property) (birdnet.GeoPredictionResult property)

M

max_audio_duration_min (birdnet.acoustic.inference.configs.ProcessingConfig attribute) max_cpu_usages_pct (birdnet.acoustic.inference.core.perf_tracker.PerformanceTrackingResult attribute) max_memory_usages_MiB (birdnet.acoustic.inference.core.perf_tracker.PerformanceTrackingResult attribute) max_n_files (birdnet.acoustic.inference.configs.ProcessingConfig attribute) max_n_segments (birdnet.acoustic.inference.core.encoding.encoding_result.AcousticEncodingResultBase property) (birdnet.acoustic.inference.core.prediction.prediction_result.AcousticPredictionResultBase property) (birdnet.AcousticEncodingResultBase property) (birdnet.AcousticPredictionResultBase property) max_segment_idx_init_value (birdnet.acoustic.inference.resources.InputAnalyzerResources attribute) max_segment_idx_ptr (birdnet.acoustic.inference.resources.InputAnalyzerResources attribute) max_val (birdnet.acoustic.inference.core.perf_tracker.ValueTracker property) max_value_for_uint_dtype() (in module birdnet.utils.helper) median_val (birdnet.acoustic.inference.core.perf_tracker.ValueTracker property) mem_memory_usage_average_MiB (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase attribute) mem_memory_usage_maximum_MiB (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase attribute) mem_result_total_memory_usage_MiB (birdnet.acoustic.inference.core.benchmarking.MinimalBenchmarkMetaBase attribute) mem_shm_ringsize (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase attribute) mem_shm_size_audio_samples_MiB (birdnet.acoustic.inference.core.benchmarking.MinimalBenchmarkMetaBase attribute) mem_shm_size_batch_sizes_MiB (birdnet.acoustic.inference.core.benchmarking.MinimalBenchmarkMetaBase attribute) mem_shm_size_file_indices_MiB (birdnet.acoustic.inference.core.benchmarking.MinimalBenchmarkMetaBase attribute) mem_shm_size_flags_MiB (birdnet.acoustic.inference.core.benchmarking.MinimalBenchmarkMetaBase attribute) mem_shm_size_segment_indices_MiB (birdnet.acoustic.inference.core.benchmarking.MinimalBenchmarkMetaBase attribute) mem_shm_size_total_MiB (birdnet.acoustic.inference.core.benchmarking.MinimalBenchmarkMetaBase property) mem_shm_slots_average_buffered (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase attribute) mem_shm_slots_average_busy (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase attribute) mem_shm_slots_average_filled (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase property) mem_shm_slots_average_free (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase attribute) memory_size_MiB (birdnet.acoustic.inference.core.encoding.encoding_result.AcousticEncodingResultBase property) (birdnet.acoustic.inference.core.prediction.prediction_result.AcousticPredictionResultBase property) (birdnet.acoustic.inference.core.result_base.AcousticResultBase property) (birdnet.AcousticEncodingResultBase property) (birdnet.AcousticPredictionResultBase property) (birdnet.core.base.ResultBase property) (birdnet.geo.inference.prediction_result.GeoPredictionResult property) (birdnet.GeoPredictionResult property) memory_usage_max_MiB (birdnet.acoustic.inference.core.perf_tracker.AcousticProgressStats attribute) (birdnet.AcousticProgressStats attribute) memory_usage_mb (birdnet.acoustic.inference.core.encoding.encoding_tensor.AcousticEncodingTensor property) (birdnet.acoustic.inference.core.prediction.prediction_tensor.AcousticPredictionTensor property) (birdnet.acoustic.inference.core.tensor.AcousticTensorBase property) memory_usage_MiB (birdnet.acoustic.inference.core.perf_tracker.AcousticProgressStats attribute) (birdnet.AcousticProgressStats attribute) min_confidence (birdnet.geo.inference.configs.PredictionConfig attribute) min_val (birdnet.acoustic.inference.core.perf_tracker.ValueTracker property) MinimalBenchmarkEmbMeta (class in birdnet.acoustic.inference.core.encoding.encoding_benchmarking) MinimalBenchmarkMeta (class in birdnet.acoustic.inference.core.prediction.prediction_benchmarking) MinimalBenchmarkMetaBase (class in birdnet.acoustic.inference.core.benchmarking) model (birdnet_benchmark.cli.BenchmarkResultContainer attribute) model_backend (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase attribute) model_conf (birdnet.acoustic.inference.configs.InferenceConfig attribute) (birdnet.geo.inference.configs.InferenceConfig attribute) MODEL_DOWNLOAD_SIZE_CPU (birdnet.acoustic.models.perch_v2.pb.AcousticPBDownloaderPerchV2 attribute) MODEL_DOWNLOAD_SIZE_GPU (birdnet.acoustic.models.perch_v2.pb.AcousticPBDownloaderPerchV2 attribute) MODEL_DOWNLOAD_URL_CPU (birdnet.acoustic.models.perch_v2.pb.AcousticPBDownloaderPerchV2 attribute) MODEL_DOWNLOAD_URL_GPU (birdnet.acoustic.models.perch_v2.pb.AcousticPBDownloaderPerchV2 attribute) model_emb_dim (birdnet.acoustic.inference.core.encoding.encoding_benchmarking.FullBenchmarkEmbMeta attribute) model_fmax (birdnet.acoustic.inference.core.result_base.AcousticResultBase property) model_fmin (birdnet.acoustic.inference.core.result_base.AcousticResultBase property) model_is_custom (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase attribute) model_path (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase attribute) (birdnet.acoustic.inference.core.result_base.ModelBase property) (birdnet.core.base.ModelBase property) (birdnet.core.base.ResultBase property) model_precision (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase attribute) (birdnet.core.base.ResultBase property) model_sample_rate (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase attribute) model_segment_duration_seconds (birdnet.acoustic.inference.core.benchmarking.MinimalBenchmarkMetaBase attribute) model_sig_fmax (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase attribute) model_sig_fmin (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase attribute) model_species (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase attribute) model_sr (birdnet.acoustic.inference.core.result_base.AcousticResultBase property) model_type (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase attribute) model_version (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase attribute) (birdnet.core.base.ResultBase property) ModelBase (class in birdnet.acoustic.inference.core.result_base) (class in birdnet.core.base)

ModelConfig (class in birdnet.acoustic.inference.configs) (class in birdnet.geo.inference.configs) ModelInfo (class in birdnet.utils.helper) module birdnet birdnet.acoustic.inference birdnet.acoustic.inference.benchmarking birdnet.acoustic.inference.configs birdnet.acoustic.inference.core birdnet.acoustic.inference.core.benchmarking birdnet.acoustic.inference.core.consumer birdnet.acoustic.inference.core.encoding birdnet.acoustic.inference.core.encoding.encoding_benchmarking birdnet.acoustic.inference.core.encoding.encoding_result birdnet.acoustic.inference.core.encoding.encoding_tensor birdnet.acoustic.inference.core.encoding.encoding_worker birdnet.acoustic.inference.core.input_analyzer birdnet.acoustic.inference.core.perf_tracker birdnet.acoustic.inference.core.prediction birdnet.acoustic.inference.core.prediction.prediction_benchmarking birdnet.acoustic.inference.core.prediction.prediction_result birdnet.acoustic.inference.core.prediction.prediction_tensor birdnet.acoustic.inference.core.prediction.prediction_worker birdnet.acoustic.inference.core.producer birdnet.acoustic.inference.core.result_base birdnet.acoustic.inference.core.shm birdnet.acoustic.inference.core.tensor birdnet.acoustic.inference.core.worker birdnet.acoustic.inference.encoding_strategy birdnet.acoustic.inference.file_writer birdnet.acoustic.inference.prediction_strategy birdnet.acoustic.inference.process_manager birdnet.acoustic.inference.resources birdnet.acoustic.inference.session birdnet.acoustic.inference.strategy birdnet.acoustic.models birdnet.acoustic.models.base birdnet.acoustic.models.perch_v2 birdnet.acoustic.models.perch_v2.model birdnet.acoustic.models.perch_v2.pb birdnet.acoustic.models.v2_4 birdnet.acoustic.models.v2_4.model birdnet.acoustic.models.v2_4.pb birdnet.acoustic.models.v2_4.tf birdnet.acoustic.models.v3_0 birdnet.acoustic.models.v3_0.model birdnet.acoustic.models.v3_0.onnx birdnet.acoustic.models.v3_0.pb birdnet.acoustic.models.v3_0.pt birdnet.acoustic.models.v3_0.tf birdnet.core.backends birdnet.core.base birdnet.geo.inference birdnet.geo.inference.configs birdnet.geo.inference.prediction_result birdnet.geo.inference.session birdnet.geo.models birdnet.geo.models.base birdnet.geo.models.v2_4 birdnet.geo.models.v2_4.model birdnet.geo.models.v2_4.pb birdnet.geo.models.v2_4.tf birdnet.geo.models.v3_0 birdnet.geo.models.v3_0.model birdnet.geo.models.v3_0.pb birdnet.geo.models.v3_0.tf birdnet.globals birdnet.model_loader birdnet.utils birdnet.utils.helper birdnet.utils.local_data birdnet.utils.logging_utils birdnet_benchmark.argparse_helper birdnet_benchmark.cli

N

n_finished_pointer (birdnet.acoustic.inference.resources.ProducerResources attribute) n_inputs (birdnet.acoustic.inference.core.result_base.AcousticResultBase property) n_producers (birdnet.acoustic.inference.resources.ProducerResources attribute) n_slots (birdnet.acoustic.inference.configs.ProcessingConfig property) n_species (birdnet.acoustic.inference.configs.ModelConfig property) (birdnet.acoustic.inference.core.prediction.prediction_result.AcousticPredictionResultBase property) (birdnet.acoustic.inference.core.result_base.ModelBase property) (birdnet.AcousticPredictionResultBase property) (birdnet.core.backends.Backend property) (birdnet.core.backends.OnnxBackend property) (birdnet.core.backends.PBBackend property) (birdnet.core.backends.TFBackend property) (birdnet.core.backends.TorchBackend property) (birdnet.core.backends.VersionedBackendProtocol property) (birdnet.core.base.ModelBase property) (birdnet.geo.inference.configs.ModelConfig property) (birdnet.geo.inference.prediction_result.GeoPredictionResult property) (birdnet.GeoPredictionResult property)

n_usage_recordings (birdnet.acoustic.inference.core.perf_tracker.PerformanceTrackingResult attribute) n_vals (birdnet.acoustic.inference.core.perf_tracker.ValueTracker property) name (birdnet.acoustic.inference.core.shm.RingField attribute) name() (birdnet.acoustic.models.v2_4.pb.AcousticRavenBackendFP32V2_4 class method) (birdnet.acoustic.models.v3_0.pb.AcousticRavenBackendFP32V3_0 class method) (birdnet.core.backends.Backend class method) (birdnet.core.backends.OnnxBackend class method) (birdnet.core.backends.PBBackend class method) (birdnet.core.backends.TFBackend class method) (birdnet.core.backends.TorchBackend class method) (birdnet.core.backends.VersionedBackendProtocol class method) nbytes (birdnet.acoustic.inference.core.shm.RingField property) ns (birdnet_benchmark.cli.BenchmarkResultContainer attribute)

O

OnnxBackend (class in birdnet.core.backends) onnxruntime_installed() (in module birdnet.core.backends) output (birdnet_benchmark.cli.BenchmarkResultContainer attribute)

output_conf (birdnet.acoustic.inference.configs.InferenceConfig attribute) OutputConfig (class in birdnet.acoustic.inference.configs) overlap_duration_s (birdnet.acoustic.inference.configs.ProcessingConfig attribute) (birdnet.acoustic.inference.core.result_base.AcousticResultBase property)

P

param_bandpass_fmax (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase attribute) param_bandpass_fmin (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase attribute) param_batch_size (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase attribute) param_confidence_threshold_custom (birdnet.acoustic.inference.core.prediction.prediction_benchmarking.FullBenchmarkMeta attribute) param_confidence_threshold_default (birdnet.acoustic.inference.core.prediction.prediction_benchmarking.FullBenchmarkMeta attribute) param_custom_species (birdnet.acoustic.inference.core.prediction.prediction_benchmarking.FullBenchmarkMeta attribute) param_devices (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase attribute) param_half_precision (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase attribute) param_inference_library (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase attribute) param_overlap_seconds (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase attribute) param_prefetch_ratio (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase attribute) param_producers (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase attribute) param_sigmoid_apply (birdnet.acoustic.inference.core.prediction.prediction_benchmarking.FullBenchmarkMeta attribute) param_sigmoid_sensitivity (birdnet.acoustic.inference.core.prediction.prediction_benchmarking.FullBenchmarkMeta attribute) param_top_k (birdnet.acoustic.inference.core.prediction.prediction_benchmarking.FullBenchmarkMeta attribute) param_workers (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase attribute) parse_codec() (in module birdnet_benchmark.argparse_helper) parse_datetime() (in module birdnet_benchmark.argparse_helper) parse_existing_directory() (in module birdnet_benchmark.argparse_helper) parse_existing_file() (in module birdnet_benchmark.argparse_helper) parse_float() (in module birdnet_benchmark.argparse_helper) parse_float_greater_one() (in module birdnet_benchmark.argparse_helper) parse_integer() (in module birdnet_benchmark.argparse_helper) parse_integer_greater_one() (in module birdnet_benchmark.argparse_helper) parse_json() (in module birdnet_benchmark.argparse_helper) parse_non_empty() (in module birdnet_benchmark.argparse_helper) parse_non_empty_or_whitespace() (in module birdnet_benchmark.argparse_helper) parse_non_negative_float() (in module birdnet_benchmark.argparse_helper) parse_non_negative_integer() (in module birdnet_benchmark.argparse_helper) parse_optional_value() (in module birdnet_benchmark.argparse_helper) parse_path() (in module birdnet_benchmark.argparse_helper) parse_percent() (in module birdnet_benchmark.argparse_helper) parse_positive_float() (in module birdnet_benchmark.argparse_helper) parse_positive_integer() (in module birdnet_benchmark.argparse_helper) parse_required() (in module birdnet_benchmark.argparse_helper) path (birdnet.acoustic.inference.configs.ModelConfig attribute) (birdnet.geo.inference.configs.ModelConfig attribute) PBBackend (class in birdnet.core.backends) perf_res_finish_signal (birdnet.acoustic.inference.resources.StatisticsResources attribute) perf_res_queue (birdnet.acoustic.inference.resources.StatisticsResources attribute) perf_res_start_signal (birdnet.acoustic.inference.resources.StatisticsResources attribute) PerformanceTracker (class in birdnet.acoustic.inference.core.perf_tracker) PerformanceTrackingResult (class in birdnet.acoustic.inference.core.perf_tracker) PipelineResources (class in birdnet.acoustic.inference.resources) prd_stats_queue (birdnet.acoustic.inference.resources.StatisticsResources attribute) precision() (birdnet.acoustic.models.perch_v2.pb.AcousticPBBackendFP32PerchV2 class method) (birdnet.acoustic.models.v2_4.pb.AcousticPBBackendFP32V2_4 class method) (birdnet.acoustic.models.v2_4.pb.AcousticRavenBackendFP32V2_4 class method) (birdnet.acoustic.models.v2_4.tf.AcousticTFBackendFP16V2_4 class method) (birdnet.acoustic.models.v2_4.tf.AcousticTFBackendFP32CustomAppendHiddenV2_4 class method) (birdnet.acoustic.models.v2_4.tf.AcousticTFBackendFP32CustomAppendV2_4 class method) (birdnet.acoustic.models.v2_4.tf.AcousticTFBackendFP32CustomReplaceHiddenV2_4 class method) (birdnet.acoustic.models.v2_4.tf.AcousticTFBackendFP32V2_4 class method) (birdnet.acoustic.models.v2_4.tf.AcousticTFBackendInt8V2_4 class method) (birdnet.acoustic.models.v3_0.onnx.AcousticOnnxBackendFP16V3_0 class method) (birdnet.acoustic.models.v3_0.onnx.AcousticOnnxBackendFP32V3_0 class method) (birdnet.acoustic.models.v3_0.pb.AcousticPBBackendFP32V3_0 class method) (birdnet.acoustic.models.v3_0.pb.AcousticRavenBackendFP32V3_0 class method) (birdnet.acoustic.models.v3_0.pt.AcousticPTBackendFP32V3_0 class method) (birdnet.acoustic.models.v3_0.tf.AcousticTFBackendFP16V3_0 class method) (birdnet.acoustic.models.v3_0.tf.AcousticTFBackendFP32V3_0 class method) (birdnet.core.backends.Backend class method) (birdnet.core.backends.VersionedBackendProtocol class method) (birdnet.geo.models.v2_4.pb.GeoPBBackendFP32V2_4 class method) (birdnet.geo.models.v2_4.tf.GeoTFBackendFP32V2_4 class method) (birdnet.geo.models.v3_0.pb.GeoPBBackendFP32V3_0 class method) (birdnet.geo.models.v3_0.tf.GeoTFBackendFP16V3_0 class method) (birdnet.geo.models.v3_0.tf.GeoTFBackendFP32V3_0 class method) (birdnet.geo.models.v3_0.tf.GeoTFBackendInt8V3_0 class method) predict() (birdnet.acoustic.inference.core.result_base.ModelBase class method) (birdnet.acoustic.models.base.AcousticModelBase method) (birdnet.acoustic.models.perch_v2.model.AcousticModelPerchV2 method) (birdnet.acoustic.models.v2_4.model.AcousticModelV2_4 method) (birdnet.acoustic.models.v3_0.model.AcousticModelV3_0 method) (birdnet.AcousticModelPerchV2 method) (birdnet.AcousticModelV2_4 method) (birdnet.core.backends.Backend method) (birdnet.core.backends.OnnxBackend method) (birdnet.core.backends.PBBackend method) (birdnet.core.backends.TFBackend method) (birdnet.core.backends.TorchBackend method) (birdnet.core.backends.VersionedBackendProtocol method) (birdnet.core.base.ModelBase method) (birdnet.geo.models.base.GeoModelBase method) (birdnet.geo.models.v2_4.model.GeoModelV2_4 method) (birdnet.geo.models.v3_0.model.GeoModelV3_0 method) (birdnet.GeoModelV2_4 method)

predict_arrays() (birdnet.acoustic.models.base.AcousticModelBase method) (birdnet.acoustic.models.perch_v2.model.AcousticModelPerchV2 method) (birdnet.acoustic.models.v2_4.model.AcousticModelV2_4 method) (birdnet.acoustic.models.v3_0.model.AcousticModelV3_0 method) (birdnet.AcousticModelPerchV2 method) (birdnet.AcousticModelV2_4 method) predict_session() (birdnet.acoustic.inference.core.result_base.ModelBase class method) (birdnet.acoustic.models.base.AcousticModelBase method) (birdnet.acoustic.models.perch_v2.model.AcousticModelPerchV2 method) (birdnet.acoustic.models.v2_4.model.AcousticModelV2_4 method) (birdnet.acoustic.models.v3_0.model.AcousticModelV3_0 method) (birdnet.AcousticModelPerchV2 method) (birdnet.AcousticModelV2_4 method) (birdnet.core.base.ModelBase method) (birdnet.geo.models.base.GeoModelBase method) (birdnet.geo.models.v2_4.model.GeoModelV2_4 method) (birdnet.geo.models.v3_0.model.GeoModelV3_0 method) (birdnet.GeoModelV2_4 method) prediction_key() (birdnet.acoustic.models.perch_v2.pb.AcousticPBBackendFP32PerchV2 class method) (birdnet.acoustic.models.v2_4.pb.AcousticPBBackendFP32V2_4 class method) (birdnet.acoustic.models.v2_4.pb.AcousticRavenBackendFP32V2_4 class method) (birdnet.acoustic.models.v3_0.pb.AcousticPBBackendFP32V3_0 class method) (birdnet.acoustic.models.v3_0.pb.AcousticRavenBackendFP32V3_0 class method) (birdnet.core.backends.PBBackend class method) (birdnet.geo.models.v2_4.pb.GeoPBBackendFP32V2_4 class method) (birdnet.geo.models.v3_0.pb.GeoPBBackendFP32V3_0 class method) prediction_out_idx() (birdnet.acoustic.models.v2_4.tf.AcousticTFBackendFP16V2_4 class method) (birdnet.acoustic.models.v2_4.tf.AcousticTFBackendFP32CustomAppendHiddenV2_4 class method) (birdnet.acoustic.models.v2_4.tf.AcousticTFBackendFP32CustomAppendV2_4 class method) (birdnet.acoustic.models.v2_4.tf.AcousticTFBackendFP32CustomReplaceHiddenV2_4 class method) (birdnet.acoustic.models.v2_4.tf.AcousticTFBackendFP32V2_4 class method) (birdnet.acoustic.models.v2_4.tf.AcousticTFBackendInt8V2_4 class method) (birdnet.acoustic.models.v3_0.onnx.AcousticOnnxBackendFP16V3_0 class method) (birdnet.acoustic.models.v3_0.onnx.AcousticOnnxBackendFP32V3_0 class method) (birdnet.acoustic.models.v3_0.pt.AcousticPTBackendFP32V3_0 class method) (birdnet.acoustic.models.v3_0.tf.AcousticTFBackendFP16V3_0 class method) (birdnet.acoustic.models.v3_0.tf.AcousticTFBackendFP32V3_0 class method) (birdnet.core.backends.OnnxBackend class method) (birdnet.core.backends.TFBackend class method) (birdnet.core.backends.TorchBackend class method) (birdnet.geo.models.v2_4.tf.GeoTFBackendFP32V2_4 class method) (birdnet.geo.models.v3_0.tf.GeoTFBackendFP16V3_0 class method) (birdnet.geo.models.v3_0.tf.GeoTFBackendFP32V3_0 class method) (birdnet.geo.models.v3_0.tf.GeoTFBackendInt8V3_0 class method) prediction_signature_name() (birdnet.acoustic.models.perch_v2.pb.AcousticPBBackendFP32PerchV2 class method) (birdnet.acoustic.models.v2_4.pb.AcousticPBBackendFP32V2_4 class method) (birdnet.acoustic.models.v2_4.pb.AcousticRavenBackendFP32V2_4 class method) (birdnet.acoustic.models.v3_0.pb.AcousticPBBackendFP32V3_0 class method) (birdnet.acoustic.models.v3_0.pb.AcousticRavenBackendFP32V3_0 class method) (birdnet.core.backends.PBBackend class method) (birdnet.geo.models.v2_4.pb.GeoPBBackendFP32V2_4 class method) (birdnet.geo.models.v3_0.pb.GeoPBBackendFP32V3_0 class method) PredictionConfig (class in birdnet.acoustic.inference.configs) (class in birdnet.geo.inference.configs) PredictionStrategy (class in birdnet.acoustic.inference.prediction_strategy) PredictionWorker (class in birdnet.acoustic.inference.core.prediction.prediction_worker) prefetch_ratio (birdnet.acoustic.inference.configs.ProcessingConfig attribute) preloaded_slots (birdnet.acoustic.inference.core.perf_tracker.BufferStats attribute) probe_input_size_samples() (birdnet.acoustic.models.v3_0.onnx.AcousticOnnxBackendFP16V3_0 class method) (birdnet.acoustic.models.v3_0.onnx.AcousticOnnxBackendFP32V3_0 class method) (birdnet.acoustic.models.v3_0.pt.AcousticPTBackendFP32V3_0 class method) (birdnet.acoustic.models.v3_0.tf.AcousticTFBackendFP16V3_0 class method) (birdnet.acoustic.models.v3_0.tf.AcousticTFBackendFP32V3_0 class method) (birdnet.core.backends.OnnxBackend class method) (birdnet.core.backends.TorchBackend class method) processed_batches (birdnet.acoustic.inference.core.perf_tracker.AcousticProgressStats attribute) (birdnet.AcousticProgressStats attribute) processed_segments (birdnet.acoustic.inference.core.perf_tracker.AcousticProgressStats attribute) (birdnet.AcousticProgressStats attribute) processing_conf (birdnet.acoustic.inference.configs.InferenceConfig attribute) (birdnet.geo.inference.configs.InferenceConfig attribute) processing_finished_event (birdnet.acoustic.inference.resources.ProcessingResources attribute) processing_resources (birdnet.acoustic.inference.resources.PipelineResources attribute) ProcessingConfig (class in birdnet.acoustic.inference.configs) (class in birdnet.geo.inference.configs) ProcessingResources (class in birdnet.acoustic.inference.resources) ProcessManager (class in birdnet.acoustic.inference.process_manager) Producer (class in birdnet.acoustic.inference.core.producer) producer_resources (birdnet.acoustic.inference.resources.PipelineResources attribute) producer_stats (birdnet.acoustic.inference.core.perf_tracker.AcousticProgressStats attribute) (birdnet.AcousticProgressStats attribute) ProducerResources (class in birdnet.acoustic.inference.resources) producers (birdnet.acoustic.inference.configs.ProcessingConfig attribute) ProducerStats (class in birdnet.acoustic.inference.core.perf_tracker) progress_callback (birdnet.acoustic.inference.configs.OutputConfig attribute) progress_pct (birdnet.acoustic.inference.core.perf_tracker.AcousticProgressStats attribute) (birdnet.AcousticProgressStats attribute) ProgressDispatcher (class in birdnet.acoustic.inference.core.perf_tracker)

Q

queue_handler (birdnet.acoustic.inference.resources.LoggingResources attribute)

QueueFileWriter (class in birdnet.acoustic.inference.file_writer)

R

read_data_in_mono() (in module birdnet.acoustic.inference.core.producer) read_file_in_mono() (in module birdnet.acoustic.inference.core.producer) resample_array_by_sr() (in module birdnet.acoustic.inference.core.producer) resample_array_by_stretching() (in module birdnet.acoustic.inference.core.producer) reset() (birdnet.acoustic.inference.core.perf_tracker.PerformanceTracker method) (birdnet.acoustic.inference.core.perf_tracker.ValueTracker method) (birdnet.acoustic.inference.resources.InputAnalyzerResources method) (birdnet.acoustic.inference.resources.LoggingResources method) (birdnet.acoustic.inference.resources.PipelineResources method) (birdnet.acoustic.inference.resources.ProcessingResources method) (birdnet.acoustic.inference.resources.ProducerResources method) (birdnet.acoustic.inference.resources.RingBufferResources method) (birdnet.acoustic.inference.resources.StatisticsResources method) (birdnet.acoustic.inference.resources.WorkerResources method) ResourceManager (class in birdnet.acoustic.inference.resources) resources (birdnet.acoustic.inference.resources.ResourceManager property) ResultBase (class in birdnet.core.base) results_queue (birdnet.acoustic.inference.resources.WorkerResources attribute) rf_audio_samples (birdnet.acoustic.inference.resources.RingBufferResources attribute) rf_batch_sizes (birdnet.acoustic.inference.resources.RingBufferResources attribute) rf_file_indices (birdnet.acoustic.inference.resources.RingBufferResources attribute) rf_flags (birdnet.acoustic.inference.resources.RingBufferResources attribute) rf_segment_indices (birdnet.acoustic.inference.resources.RingBufferResources attribute) ring_access_lock (birdnet.acoustic.inference.resources.ProducerResources attribute) (birdnet.acoustic.inference.resources.WorkerResources attribute) ring_buffer_resources (birdnet.acoustic.inference.resources.PipelineResources attribute)

RingBufferResources (class in birdnet.acoustic.inference.resources) RingField (class in birdnet.acoustic.inference.core.shm) run() (birdnet.acoustic.inference.core.result_base.SessionBase method) (birdnet.acoustic.inference.session.AcousticEncodingSession method) (birdnet.acoustic.inference.session.AcousticPredictionSession method) (birdnet.AcousticEncodingSession method) (birdnet.AcousticPredictionSession method) (birdnet.core.base.SessionBase method) (birdnet.geo.inference.session.GeoPredictionSession method) (birdnet.GeoPredictionSession method) run_arrays() (birdnet.acoustic.inference.session.AcousticEncodingSession method) (birdnet.acoustic.inference.session.AcousticPredictionSession method) (birdnet.AcousticEncodingSession method) (birdnet.AcousticPredictionSession method) run_benchmark() (in module birdnet_benchmark.cli) run_benchmark_from_args() (in module birdnet_benchmark.cli) run_benchmark_from_ns() (in module birdnet_benchmark.cli) run_consumer() (birdnet.acoustic.inference.process_manager.ProcessManager method) run_main() (birdnet.acoustic.inference.core.input_analyzer.InputAnalyzer method) (birdnet.acoustic.inference.core.perf_tracker.PerformanceTracker method) (birdnet.acoustic.inference.core.perf_tracker.ProgressDispatcher method) (birdnet.acoustic.inference.core.worker.WorkerBase method) run_main_loop() (birdnet.acoustic.inference.core.input_analyzer.InputAnalyzer method) (birdnet.acoustic.inference.core.perf_tracker.PerformanceTracker method) (birdnet.acoustic.inference.core.perf_tracker.ProgressDispatcher method) (birdnet.acoustic.inference.core.worker.WorkerBase method) RunConfig (class in birdnet.geo.inference.configs)

S

sample_rate (birdnet.acoustic.inference.configs.ModelConfig attribute) save() (birdnet.core.base.ResultBase method) save_end_time() (birdnet.acoustic.inference.resources.StatisticsResources method) save_results_extra() (birdnet.acoustic.inference.encoding_strategy.EncodingStrategy method) (birdnet.acoustic.inference.prediction_strategy.PredictionStrategy method) (birdnet.acoustic.inference.strategy.InferenceStrategyBase method) save_statistics() (in module birdnet_benchmark.cli) search_ms (birdnet.acoustic.inference.core.perf_tracker.ProducerStats attribute) (birdnet.acoustic.inference.core.perf_tracker.WorkerStats attribute) segment_duration_s (birdnet.acoustic.inference.core.result_base.AcousticResultBase property) segment_size_s (birdnet.acoustic.inference.configs.ModelConfig attribute) segment_size_samples (birdnet.acoustic.inference.configs.ModelConfig property) segments_dtype (birdnet.acoustic.inference.resources.InputAnalyzerResources attribute) sem_active_workers (birdnet.acoustic.inference.resources.StatisticsResources attribute) sem_filled_slots (birdnet.acoustic.inference.resources.RingBufferResources attribute) sem_free_slots (birdnet.acoustic.inference.resources.RingBufferResources attribute) session_log_file (birdnet.acoustic.inference.resources.LoggingResources attribute) SessionBase (class in birdnet.acoustic.inference.core.result_base) (class in birdnet.core.base) set_all_flags_writeable() (birdnet.acoustic.inference.resources.RingBufferResources method) set_cpu_device_tf() (in module birdnet.core.backends) set_gpu_device_tf() (in module birdnet.core.backends) set_torch_device() (in module birdnet.core.backends) set_unprocessable_inputs() (birdnet.acoustic.inference.core.encoding.encoding_tensor.AcousticEncodingTensor method) (birdnet.acoustic.inference.core.prediction.prediction_tensor.AcousticPredictionTensor method) (birdnet.acoustic.inference.core.tensor.AcousticTensorBase method) shape (birdnet.acoustic.inference.core.shm.RingField attribute) shared_memory_context() (birdnet.acoustic.inference.resources.RingBufferResources method) show_progress_stats() (in module birdnet_benchmark.cli) show_stats (birdnet.acoustic.inference.configs.OutputConfig attribute) sig_fmax (birdnet.acoustic.inference.configs.ModelConfig attribute) sig_fmin (birdnet.acoustic.inference.configs.ModelConfig attribute) sigmoid_sensitivity (birdnet.acoustic.inference.configs.PredictionConfig attribute) slots (birdnet.acoustic.inference.core.perf_tracker.BufferStats attribute) species_ids (birdnet.acoustic.inference.core.prediction.prediction_result.AcousticPredictionResultBase property) (birdnet.AcousticPredictionResultBase property) (birdnet.geo.inference.prediction_result.GeoPredictionResult property) (birdnet.GeoPredictionResult property) species_list (birdnet.acoustic.inference.configs.ModelConfig attribute) (birdnet.acoustic.inference.core.prediction.prediction_result.AcousticPredictionResultBase property) (birdnet.acoustic.inference.core.result_base.ModelBase property) (birdnet.AcousticPredictionResultBase property) (birdnet.core.base.ModelBase property) (birdnet.geo.inference.configs.ModelConfig attribute) (birdnet.geo.inference.prediction_result.GeoPredictionResult property) (birdnet.GeoPredictionResult property) species_masked (birdnet.acoustic.inference.core.prediction.prediction_result.AcousticPredictionResultBase property) (birdnet.AcousticPredictionResultBase property) (birdnet.geo.inference.prediction_result.GeoPredictionResult property) (birdnet.GeoPredictionResult property) species_probs (birdnet.acoustic.inference.core.prediction.prediction_result.AcousticPredictionResultBase property) (birdnet.AcousticPredictionResultBase property) (birdnet.geo.inference.prediction_result.GeoPredictionResult property) (birdnet.GeoPredictionResult property) SpecificConfigBase (class in birdnet.acoustic.inference.configs) speed (birdnet.acoustic.inference.configs.ProcessingConfig attribute) (birdnet.acoustic.inference.core.result_base.AcousticResultBase property) speed_seg_per_s (birdnet.acoustic.inference.core.perf_tracker.AcousticProgressStats attribute) (birdnet.acoustic.inference.core.perf_tracker.ProducerStats attribute) (birdnet.acoustic.inference.core.perf_tracker.WorkerStats attribute) (birdnet.AcousticProgressStats attribute) speed_total_audio_per_second (birdnet.acoustic.inference.core.benchmarking.MinimalBenchmarkMetaBase property) speed_total_rtf (birdnet.acoustic.inference.core.benchmarking.MinimalBenchmarkMetaBase property) speed_total_seg_per_second (birdnet.acoustic.inference.core.benchmarking.MinimalBenchmarkMetaBase property) speed_total_xrt (birdnet.acoustic.inference.core.benchmarking.MinimalBenchmarkMetaBase property) speed_worker_rtf (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase property)

speed_worker_total_audio_per_second (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase property) speed_worker_total_seg_per_second (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase property) speed_worker_xrt (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase attribute) speed_worker_xrt_max (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase attribute) speed_xrt (birdnet.acoustic.inference.core.perf_tracker.AcousticProgressStats attribute) (birdnet.acoustic.inference.core.perf_tracker.ProducerStats attribute) (birdnet.acoustic.inference.core.perf_tracker.WorkerStats attribute) (birdnet.AcousticProgressStats attribute) start (birdnet.acoustic.inference.resources.StatisticsResources attribute) start() (birdnet.acoustic.inference.process_manager.ProcessManager method) start_file_analyzer_thread() (birdnet.acoustic.inference.process_manager.ProcessManager method) start_file_logging_thread() (birdnet.acoustic.inference.process_manager.ProcessManager method) start_iso_time (birdnet.acoustic.inference.resources.StatisticsResources property) start_performance_tracker_process() (birdnet.acoustic.inference.process_manager.ProcessManager method) start_processing() (birdnet.acoustic.inference.process_manager.ProcessManager method) start_producer_processes() (birdnet.acoustic.inference.process_manager.ProcessManager method) start_progress_dispatcher_thread() (birdnet.acoustic.inference.process_manager.ProcessManager method) start_signal (birdnet.acoustic.inference.resources.InputAnalyzerResources attribute) start_signals (birdnet.acoustic.inference.resources.ProducerResources attribute) (birdnet.acoustic.inference.resources.WorkerResources attribute) start_time (birdnet.acoustic.inference.resources.StatisticsResources attribute) start_timepoint (birdnet.acoustic.inference.resources.StatisticsResources attribute) start_worker_processes() (birdnet.acoustic.inference.process_manager.ProcessManager method) StatisticsResources (class in birdnet.acoustic.inference.resources) stats (birdnet_benchmark.cli.BenchmarkResultContainer attribute) stats_resources (birdnet.acoustic.inference.resources.PipelineResources attribute) stop (birdnet.acoustic.inference.resources.StatisticsResources property) stop_logging_event (birdnet.acoustic.inference.resources.LoggingResources attribute) summed_val (birdnet.acoustic.inference.core.perf_tracker.ValueTracker property) supports_cow() (birdnet.core.backends.Backend class method) (birdnet.core.backends.OnnxBackend class method) (birdnet.core.backends.PBBackend class method) (birdnet.core.backends.TFBackend class method) (birdnet.core.backends.TorchBackend class method) (birdnet.core.backends.VersionedBackendProtocol class method) supports_encoding() (birdnet.acoustic.models.perch_v2.pb.AcousticPBBackendFP32PerchV2 class method) (birdnet.acoustic.models.v2_4.pb.AcousticPBBackendFP32V2_4 class method) (birdnet.acoustic.models.v2_4.pb.AcousticRavenBackendFP32V2_4 class method) (birdnet.acoustic.models.v2_4.tf.AcousticTFBackendFP16V2_4 class method) (birdnet.acoustic.models.v2_4.tf.AcousticTFBackendFP32CustomAppendHiddenV2_4 class method) (birdnet.acoustic.models.v2_4.tf.AcousticTFBackendFP32CustomAppendV2_4 class method) (birdnet.acoustic.models.v2_4.tf.AcousticTFBackendFP32CustomReplaceHiddenV2_4 class method) (birdnet.acoustic.models.v2_4.tf.AcousticTFBackendFP32V2_4 class method) (birdnet.acoustic.models.v2_4.tf.AcousticTFBackendInt8V2_4 class method) (birdnet.acoustic.models.v3_0.onnx.AcousticOnnxBackendFP16V3_0 class method) (birdnet.acoustic.models.v3_0.onnx.AcousticOnnxBackendFP32V3_0 class method) (birdnet.acoustic.models.v3_0.pb.AcousticPBBackendFP32V3_0 class method) (birdnet.acoustic.models.v3_0.pb.AcousticRavenBackendFP32V3_0 class method) (birdnet.acoustic.models.v3_0.pt.AcousticPTBackendFP32V3_0 class method) (birdnet.acoustic.models.v3_0.tf.AcousticTFBackendFP16V3_0 class method) (birdnet.acoustic.models.v3_0.tf.AcousticTFBackendFP32V3_0 class method) (birdnet.core.backends.Backend class method) (birdnet.core.backends.VersionedBackendProtocol class method) (birdnet.geo.models.v2_4.pb.GeoPBBackendFP32V2_4 class method) (birdnet.geo.models.v2_4.tf.GeoTFBackendFP32V2_4 class method) (birdnet.geo.models.v3_0.pb.GeoPBBackendFP32V3_0 class method) (birdnet.geo.models.v3_0.tf.GeoTFBackendFP16V3_0 class method) (birdnet.geo.models.v3_0.tf.GeoTFBackendFP32V3_0 class method) (birdnet.geo.models.v3_0.tf.GeoTFBackendInt8V3_0 class method) sw_litert_available (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase property) sw_os (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase property) sw_package_version (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase property) sw_python_implementation (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase property) sw_python_version (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase property) sw_start_method (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase property) sw_tf_available (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase property)

T

tf_installed() (in module birdnet.core.backends) TFBackend (class in birdnet.core.backends) time_begin (birdnet.acoustic.inference.core.benchmarking.MinimalBenchmarkMetaBase property) time_end (birdnet.acoustic.inference.core.benchmarking.MinimalBenchmarkMetaBase property) time_iso (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase property) time_rampup_first_line (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase property) time_wall_time (birdnet.acoustic.inference.core.benchmarking.MinimalBenchmarkMetaBase property) to_arrow_table() (birdnet.acoustic.inference.core.encoding.encoding_result.AcousticEncodingResultBase method) (birdnet.acoustic.inference.core.prediction.prediction_result.AcousticPredictionResultBase method) (birdnet.acoustic.inference.core.result_base.AcousticResultBase method) (birdnet.AcousticEncodingResultBase method) (birdnet.AcousticPredictionResultBase method) (birdnet.geo.inference.prediction_result.GeoPredictionResult method) (birdnet.GeoPredictionResult method) to_csv() (birdnet.acoustic.inference.core.encoding.encoding_result.AcousticEncodingResultBase method) (birdnet.acoustic.inference.core.prediction.prediction_result.AcousticPredictionResultBase method) (birdnet.acoustic.inference.core.result_base.AcousticResultBase method) (birdnet.AcousticEncodingResultBase method) (birdnet.AcousticPredictionResultBase method) (birdnet.geo.inference.prediction_result.GeoPredictionResult method) (birdnet.GeoPredictionResult method) to_dataframe() (birdnet.acoustic.inference.core.result_base.AcousticResultBase method) (birdnet.geo.inference.prediction_result.GeoPredictionResult method) (birdnet.GeoPredictionResult method) to_dict() (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase method)

to_float32() (in module birdnet.acoustic.inference.core.producer) to_parquet() (birdnet.acoustic.inference.core.result_base.AcousticResultBase method) to_set() (birdnet.geo.inference.prediction_result.GeoPredictionResult method) (birdnet.GeoPredictionResult method) to_structured_array() (birdnet.acoustic.inference.core.encoding.encoding_result.AcousticEncodingResultBase method) (birdnet.acoustic.inference.core.prediction.prediction_result.AcousticPredictionResultBase method) (birdnet.acoustic.inference.core.result_base.AcousticResultBase method) (birdnet.AcousticEncodingResultBase method) (birdnet.AcousticPredictionResultBase method) (birdnet.geo.inference.prediction_result.GeoPredictionResult method) (birdnet.GeoPredictionResult method) to_txt() (birdnet.geo.inference.prediction_result.GeoPredictionResult method) (birdnet.GeoPredictionResult method) top_k (birdnet.acoustic.inference.configs.PredictionConfig attribute) (birdnet.acoustic.inference.core.prediction.prediction_result.AcousticPredictionResultBase property) (birdnet.AcousticPredictionResultBase property) torch_installed() (in module birdnet.core.backends) TorchBackend (class in birdnet.core.backends) tot_n_segments_ptr (birdnet.acoustic.inference.resources.InputAnalyzerResources attribute) total_batches_processed (birdnet.acoustic.inference.core.perf_tracker.PerformanceTrackingResult attribute) total_segments (birdnet.acoustic.inference.core.perf_tracker.AcousticProgressStats attribute) (birdnet.AcousticProgressStats attribute) total_segments_processed (birdnet.acoustic.inference.core.perf_tracker.PerformanceTrackingResult attribute) track_performance (birdnet.acoustic.inference.resources.StatisticsResources attribute) tracking_result (birdnet.acoustic.inference.resources.StatisticsResources property)

U

uint_ctype_from_dtype() (in module birdnet.utils.helper) uint_dtype_for_files() (in module birdnet.utils.helper) unload() (birdnet.core.backends.Backend method) (birdnet.core.backends.OnnxBackend method) (birdnet.core.backends.PBBackend method) (birdnet.core.backends.TFBackend method) (birdnet.core.backends.TorchBackend method) (birdnet.core.backends.VersionedBackendProtocol method) unload_backend() (birdnet.core.backends.BackendLoader method) unprocessable_inputs (birdnet.acoustic.inference.core.prediction.prediction_result.AcousticPredictionResultBase property) (birdnet.acoustic.inference.core.tensor.AcousticTensorBase property) (birdnet.AcousticPredictionResultBase property)

unprocessable_inputs() (birdnet.acoustic.inference.core.encoding.encoding_result.AcousticEncodingResultBase method) (birdnet.AcousticEncodingResultBase method) unprocessed_inputs (birdnet.acoustic.inference.resources.InputAnalyzerResources property) (birdnet.acoustic.inference.resources.ProducerResources property) unprocessed_inputs_queue (birdnet.acoustic.inference.resources.ProducerResources attribute) update_interval (birdnet.acoustic.inference.resources.ProcessingResources property) upgrade_float_dtype_for_value() (in module birdnet.utils.helper) use_callback (birdnet.acoustic.inference.resources.StatisticsResources attribute)

V

validate_backend_supports_embeddings() (birdnet.acoustic.inference.configs.ModelConfig class method) validate_bandpass_frequencies() (birdnet.acoustic.inference.configs.FilteringConfig class method) validate_batch_size() (birdnet.acoustic.inference.configs.ProcessingConfig class method) validate_config() (birdnet.acoustic.inference.encoding_strategy.EncodingStrategy method) (birdnet.acoustic.inference.prediction_strategy.PredictionStrategy method) (birdnet.acoustic.inference.strategy.InferenceStrategyBase method) validate_custom_confidence_thresholds() (birdnet.acoustic.inference.configs.PredictionConfig class method) validate_custom_species_list() (birdnet.acoustic.inference.configs.PredictionConfig class method) validate_default_confidence_threshold() (birdnet.acoustic.inference.configs.PredictionConfig class method) validate_device() (birdnet.acoustic.inference.configs.ProcessingConfig class method) (birdnet.geo.inference.configs.ProcessingConfig class method) validate_half_precision() (birdnet.acoustic.inference.configs.ProcessingConfig class method) (birdnet.geo.inference.configs.ProcessingConfig class method) validate_input_audio() (birdnet.acoustic.inference.configs.InferenceConfig class method) validate_input_data() (birdnet.acoustic.inference.configs.InferenceConfig class method) validate_input_files() (birdnet.acoustic.inference.configs.InferenceConfig class method) validate_latitude() (birdnet.geo.inference.configs.RunConfig class method) validate_longitude() (birdnet.geo.inference.configs.RunConfig class method) validate_max_audio_duration_min() (birdnet.acoustic.inference.configs.ProcessingConfig class method)

validate_max_n_files() (birdnet.acoustic.inference.configs.ProcessingConfig class method) validate_min_confidence() (birdnet.geo.inference.configs.PredictionConfig class method) validate_n_producers() (birdnet.acoustic.inference.configs.ProcessingConfig class method) validate_n_workers() (birdnet.acoustic.inference.configs.ProcessingConfig class method) validate_overlap_duration() (birdnet.acoustic.inference.configs.ProcessingConfig class method) validate_prefetch_ratio() (birdnet.acoustic.inference.configs.ProcessingConfig class method) validate_show_stats() (birdnet.acoustic.inference.configs.OutputConfig class method) validate_sigmoid_sensitivity() (birdnet.acoustic.inference.configs.PredictionConfig class method) validate_species_list() (in module birdnet.utils.helper) validate_speed() (birdnet.acoustic.inference.configs.ProcessingConfig class method) validate_top_k() (birdnet.acoustic.inference.configs.PredictionConfig class method) validate_week() (birdnet.geo.inference.configs.RunConfig class method) validate_year_round_aggregation() (birdnet.geo.inference.configs.RunConfig class method) vals (birdnet.acoustic.inference.core.perf_tracker.ValueTracker property) ValueTracker (class in birdnet.acoustic.inference.core.perf_tracker) version (birdnet.acoustic.inference.configs.ModelConfig attribute) (birdnet.geo.inference.configs.ModelConfig attribute) VersionedAcousticBackendProtocol (class in birdnet.core.backends) VersionedBackendProtocol (class in birdnet.core.backends) VersionedGeoBackendProtocol (class in birdnet.core.backends)

W

wait_ms (birdnet.acoustic.inference.core.perf_tracker.ProducerStats attribute) (birdnet.acoustic.inference.core.perf_tracker.WorkerStats attribute) wait_until_all_finished() (birdnet.acoustic.inference.process_manager.ProcessManager method) wall_time (birdnet.acoustic.inference.core.perf_tracker.PerformanceTracker property) wall_time_s (birdnet.acoustic.inference.core.perf_tracker.AcousticProgressStats attribute) (birdnet.AcousticProgressStats attribute) week (birdnet.geo.inference.configs.RunConfig attribute) (birdnet.geo.inference.prediction_result.GeoPredictionResult property) (birdnet.GeoPredictionResult property) wkr_stats_queue (birdnet.acoustic.inference.resources.StatisticsResources attribute) worker_avg_wall_time_s (birdnet.acoustic.inference.core.perf_tracker.PerformanceTrackingResult attribute) worker_busy_average (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase attribute) worker_resources (birdnet.acoustic.inference.resources.PipelineResources attribute)

worker_speed_xrt (birdnet.acoustic.inference.core.perf_tracker.PerformanceTrackingResult attribute) worker_speed_xrt_max (birdnet.acoustic.inference.core.perf_tracker.PerformanceTrackingResult attribute) worker_stats (birdnet.acoustic.inference.core.perf_tracker.AcousticProgressStats attribute) (birdnet.AcousticProgressStats attribute) worker_wait_time_average_milliseconds (birdnet.acoustic.inference.core.benchmarking.FullBenchmarkMetaBase attribute) WorkerBase (class in birdnet.acoustic.inference.core.worker) WorkerResources (class in birdnet.acoustic.inference.resources) workers (birdnet.acoustic.inference.configs.ProcessingConfig attribute) (birdnet.acoustic.inference.core.perf_tracker.WorkerStats attribute) WorkerStats (class in birdnet.acoustic.inference.core.perf_tracker) write_block() (birdnet.acoustic.inference.core.encoding.encoding_tensor.AcousticEncodingTensor method) (birdnet.acoustic.inference.core.prediction.prediction_tensor.AcousticPredictionTensor method) (birdnet.acoustic.inference.core.tensor.AcousticTensorBase method)

X

xget_max_n_segments() (in module birdnet.utils.helper)

Y

year_round_aggregation (birdnet.geo.inference.configs.RunConfig attribute) year_round_week_inputs() (birdnet.core.backends.VersionedGeoBackendProtocol class method) (birdnet.geo.models.v2_4.pb.GeoPBBackendFP32V2_4 class method) (birdnet.geo.models.v2_4.tf.GeoTFBackendFP32V2_4 class method) (birdnet.geo.models.v3_0.pb.GeoPBBackendFP32V3_0 class method) (birdnet.geo.models.v3_0.tf.GeoTFBackendFP16V3_0 class method) (birdnet.geo.models.v3_0.tf.GeoTFBackendFP32V3_0 class method) (birdnet.geo.models.v3_0.tf.GeoTFBackendInt8V3_0 class method)