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train_from_coco

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DeepLabCut/DeepLabCut

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DeepLabCut Developer Documentation

DeepLabCut/DeepLabCut

Get Started
Get Started
- Quick Start
Developer Guides
Developer Guides
Examples
Examples
API Reference
API Reference
- deeplabcut
  deeplabcut
  - cli
  - compat
  - core
    
    core
    
    config
    config
    
    config
    
    base_config
    
    project_config
    
    utils
    
    validation
    
    versioning
    
    conversion_table
    
    crossvalutils
    
    debug
    
    debug
    
    debug_logger
    
    deprecation
    
    engine
    
    inferenceutils
    
    metrics
    
    metrics
    
    api
    
    bbox
    
    distance_metrics
    
    identity
    
    matching
    
    trackingutils
    
    visualization
    
    weight_init
  - create_project
    
    create_project
    
    add
    
    demo_data
    
    modelzoo
    
    new
    
    new_3d
  - generate_training_dataset
    
    generate_training_dataset
    
    frame_extraction
    
    metadata
    
    multiple_individuals_trainingsetmanipulation
    
    trainingsetmanipulation
  - modelzoo
    
    modelzoo
    
    generalized_data_converter
    
    generalized_data_converter
    
    conversion_table
    
    conversion_table
    
    conversion_table
    
    datasets
    
    datasets
    
    base
    
    base_dlc
    
    coco
    
    ma_dlc
    
    ma_dlc_dataframe
    
    materialize
    
    multi
    
    single_dlc
    
    single_dlc_dataframe
    
    utils
    
    utils
    
    utils
    
    video_inference
    
    webapp
    
    webapp
    
    inference
    
    weight_initialization
  - pose_estimation_3d
    
    pose_estimation_3d
    
    camera_calibration
    
    plotting3D
    
    triangulation
  - pose_estimation_pytorch
    
    pose_estimation_pytorch
    
    apis
    
    apis
    
    analyze_images
    
    ctd
    
    evaluation
    
    export
    
    prune_paf_graph
    
    tracking_dataset
    
    tracklets
    
    training
    
    utils
    
    videos
    
    visualization
    
    benchmark
    
    benchmark
    
    profile_HRNetCoAM
    
    config
    
    config
    
    data
    
    enums
    
    inference
    
    logger
    
    make_pose_config
    
    metadata
    
    model
    
    paf_parameters
    
    pose
    
    runner
    
    training
    
    utils
    
    data
    
    data
    
    base
    
    cocoloader
    
    collate
    
    ctd
    
    dataset
    
    dlcloader
    
    generative_sampling
    
    helper
    
    image
    
    postprocessor
    
    preprocessor
    
    snapshots
    
    transforms
    
    utils
    
    metrics
    
    metrics
    
    scoring
    
    models
    
    models
    
    backbones
    
    backbones
    
    base
    
    cond_prenet
    
    cspnext
    
    hrnet
    
    hrnet_coam
    
    resnet
    
    criterions
    
    criterions
    
    aggregators
    
    base
    
    dekr
    
    kl_discrete
    
    utils
    
    weighted
    
    detectors
    
    detectors
    
    base
    
    fasterRCNN
    
    filtered_detector
    
    ssd
    
    torchvision
    
    heads
    
    heads
    
    base
    
    dekr
    
    dlcrnet
    
    rtmcc_head
    
    simple_head
    
    transformer
    
    model
    
    modules
    
    modules
    
    coam_module
    
    conv_block
    
    conv_module
    
    csp
    
    gated_attention_unit
    
    kpt_encoders
    
    norm
    
    necks
    
    necks
    
    base
    
    layers
    
    transformer
    
    utils
    
    predictors
    
    predictors
    
    base
    
    dekr_predictor
    
    identity_predictor
    
    paf_predictor
    
    sim_cc
    
    single_predictor
    
    target_generators
    
    target_generators
    
    base
    
    dekr_targets
    
    heatmap_targets
    
    pafs_targets
    
    sim_cc
    
    weight_init
    
    modelzoo
    
    modelzoo
    
    config
    
    fmpose_3d
    
    fmpose_3d
    
    fmpose3d
    
    inference
    
    inference
    
    inference_helpers
    
    memory_replay
    
    train_from_coco
    
    utils
    
    post_processing
    
    post_processing
    
    identity
    
    match_predictions_to_gt
    
    nms
    
    registry
    
    runners
    
    runners
    
    base
    
    ctd
    
    dynamic_cropping
    
    inference
    
    logger
    
    schedulers
    
    shelving
    
    snapshots
    
    train
    
    task
    
    utils
  - pose_estimation_tensorflow
    
    pose_estimation_tensorflow
    
    backbones
    
    backbones
    
    efficientnet_builder
    
    efficientnet_model
    
    mobilenet
    
    mobilenet_v2
    
    config
    
    core
    
    core
    
    evaluate
    
    evaluate_multianimal
    
    openvino
    
    openvino
    
    mo_extensions
    
    mo_extensions
    
    front
    
    front
    
    tf
    
    tf
    
    unravel_index
    
    session
    
    predict
    
    predict_multianimal
    
    test
    
    train
    
    train_multianimal
    
    datasets
    
    datasets
    
    augmentation
    
    factory
    
    pose_base
    
    pose_deterministic
    
    pose_imgaug
    
    pose_multianimal_imgaug
    
    pose_scalecrop
    
    pose_tensorpack
    
    utils
    
    default_config
    
    export
    
    lib
    
    lib
    
    crossvalutils
    
    inferenceutils
    
    trackingutils
    
    models
    
    models
    
    pretrained
    
    modelzoo
    
    modelzoo
    
    api
    
    api
    
    spatiotemporal_adapt
    
    superanimal_inference
    
    nnets
    
    nnets
    
    base
    
    conv_blocks
    
    efficientnet
    
    factory
    
    layers
    
    mobilenet
    
    multi
    
    resnet
    
    utils
    
    predict_multianimal
    
    predict_videos
    
    training
    
    util
    
    util
    
    logging
    
    visualize
    
    vis_dataset
    
    visualizemaps
  - pose_tracking_pytorch
    
    pose_tracking_pytorch
    
    apis
    
    config
    
    create_dataset
    
    datasets
    
    datasets
    
    dlc_vec
    
    make_dataloader
    
    inference
    
    loss
    
    loss
    
    make_loss
    
    model
    
    model
    
    backbones
    
    backbones
    
    vit_pytorch
    
    make_model
    
    processor
    
    processor
    
    processor
    
    solver
    
    solver
    
    cosine_lr
    
    make_optimizer
    
    scheduler
    
    scheduler_factory
    
    tracking_utils
    
    tracking_utils
    
    meter
    
    metrics
    
    preprocessing
    
    reranking
    
    train_dlctransreid
  - post_processing
    
    post_processing
    
    analyze_skeleton
    
    filtering
  - refine_training_dataset
    
    refine_training_dataset
    
    outlier_frames
    
    stitch
    
    tracklets
  - utils
    
    utils
    
    auxfun_models
    
    auxfun_multianimal
    
    auxfun_videos
    
    auxiliaryfunctions
    
    auxiliaryfunctions_3d
    
    conversioncode
    
    deprecation
    
    frameselectiontools
    
    make_labeled_video
    
    multiprocessing
    
    pandas_future_mode
    
    plotting
    
    pseudo_label
    
    skeleton
    
    video_processor
    
    visualization

API Reference
deeplabcut
pose_estimation_pytorch
modelzoo

deeplabcut.pose_estimation_pytorch.modelzoo.train_from_coco

File to train a model on a COCO dataset.

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