lightning_pose.models

lightning_pose.models Package

Classes

HeatmapTracker

Base model that produces heatmaps of keypoints from images.

SemiSupervisedHeatmapTracker

Model produces heatmaps of keypoints from labeled/unlabeled images.

HeatmapTrackerMHCRNN

Multi-headed Convolutional RNN network that handles context frames.

SemiSupervisedHeatmapTrackerMHCRNN

Model produces heatmaps of keypoints from labeled/unlabeled images.

HeatmapTrackerMultiviewTransformer

Transformer network that handles multi-view datasets.

SemiSupervisedHeatmapTrackerMultiviewTransformer

Semi-supervised HeatmapTrackerMultiviewTransformer that supports unsupervised losses.

RegressionTracker

Base model that produces (x, y) predictions of keypoints from images.

SemiSupervisedRegressionTracker

Model produces vectors of keypoints from labeled/unlabeled images.

Subpackages