wormpose.machine_learning.model
¶
Definition of the network model, a ResNet with three blocks
WormPose
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Installation
WormPose pipeline
Use with Tierpsy
Load custom data
Documentation
wormpose.commands.calibrate_dataset
wormpose.commands.evaluate_model
wormpose.commands.export_results
wormpose.commands.generate_training_data
wormpose.commands.postprocess_results
wormpose.commands.predict_dataset
wormpose.commands.train_model
wormpose.commands.utils.results_saver
wormpose.commands.utils.time_sampling
wormpose.commands.visualize_results
wormpose.config.default_paths
wormpose.config.experiment_config
wormpose.dataset.base_dataset
wormpose.dataset.features
wormpose.dataset.image_processing.frame_preprocessor
wormpose.dataset.image_processing.image_utils
wormpose.dataset.image_processing.options
wormpose.dataset.image_processing.simple_frame_preprocessing
wormpose.dataset.loader
wormpose.dataset.loaders.hdf5features
wormpose.dataset.loaders.images_folder
wormpose.dataset.loaders.resizer
wormpose.dataset.loaders.sample_data
wormpose.dataset.loaders.tierpsy.features_dataset
wormpose.dataset.loaders.tierpsy.frames_dataset
wormpose.dataset.loaders.tierpsy.results_exporter
wormpose.demo.real_simple_visualizer
wormpose.demo.synthetic_simple_visualizer
wormpose.images.real_dataset
wormpose.images.scoring.centerline_accuracy_check
wormpose.images.scoring.image_scoring
wormpose.images.scoring.results_scoring
wormpose.images.scoring.scoring_data_manager
wormpose.images.synthetic.synthetic_dataset
wormpose.images.worm_drawing
wormpose.machine_learning.best_models_saver
wormpose.machine_learning.eval_data_generator
wormpose.machine_learning.generic_file_writer
wormpose.machine_learning.loss
wormpose.machine_learning.model
wormpose.machine_learning.predict_data_generator
wormpose.machine_learning.synthetic_data_generator
wormpose.machine_learning.tfrecord_file
wormpose.pose.centerline
wormpose.pose.distance_metrics
wormpose.pose.eigenworms
wormpose.pose.headtail_resolution
wormpose.pose.postures_model
wormpose.pose.results_datatypes
wormpose.version
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Documentation overview
Documentation of WormPose.
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