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"""Utils to validate, fix, combine annotations, etc.""" |
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""" Utils to define datasets for training. """ |
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"""Detectors, pose estimation, detector+tracking models""" | ||
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# If we use Pytorch lightning, here we will have LightningModules for each model | ||
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# Pytorch lightning | ||
# - all definitions of what will happen in training are in a LightningModule | ||
# - The [lightning module](https://pytorch-lightning.readthedocs.io/en/1.5.10/common/lightning_module.html) holds all the core research ingredients: | ||
# - The model | ||
# - The optimizers | ||
# - The train/ val/ test steps | ||
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# Maybe following ultralytics structure, with subdirectories model, predict, train, val |
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"""Visualisation using a napari GUI.""" |
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"""Utils to compute 3D positions from 2D data from cameras in stereo config.""" |
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"""Trackers to apply on bboxes or kpt detections.""" |
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"""Utils to extract frames, reencode videos, crop, etc. """ |
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"""Utils to visualise results or generate plots.""" |