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Improve scripts/amg.py: paths, progress bar, multi-GPU, resuming #398
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- Change all os.path methods to the nicer pathlib.Path
- Respect subfolders when processing a directory e.g. my/dataset/class_{0,1,2}/img_{0,1,2}.jpg -> my/masks/class_{0,1,2}/img_{0,1,2}.json
- Show progress bar using tqdm
- Load images in a separate dataloader process
- Split a large dataset across multiple GPUs using rank/world size
- Skip processing images that already have a corresponding output dir (png masks) or json file (rle masks)
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os.pathmethods to the nicerpathlib.Pathmy/dataset/class_{0,1,2}/img_{0,1,2}.jpg->my/masks/class_{0,1,2}/img_{0,1,2}.json