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Merge pull request #21 from supervisely-ecosystem/dev-mmseg0.23.0
Features: - Augmentation configs updated - Supported 3 new models from mmsegmentation 0.22.0 and 0.23.0 (K-Net, BEiT, ConvNeXt) - You can change parameters from any steps if training failed and you can start new training - Many little fixes
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| configs | ||
| data | ||
| .idea | ||
| cache | ||
| .vscode | ||
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| train/secret_debug.env | ||
| serve/secret_debug.env | ||
| configs | ||
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| serve/.DS_Store | ||
| train/.DS_Store | ||
| train/src/.DS_Store | ||
| .DS_Store | ||
| .idea/ | ||
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| serve/src/__pycache__ | ||
| train/src/__pycache__ | ||
| train/src/ui/__pycache__ |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,99 @@ | ||
| { | ||
| "pipeline": [ | ||
| { | ||
| "category": "color", | ||
| "name": "MultiplyAndAddToBrightness", | ||
| "params": { | ||
| "mul": [ | ||
| 0.5, | ||
| 1.5 | ||
| ], | ||
| "add": [ | ||
| -80, | ||
| 80 | ||
| ], | ||
| "to_colorspace": "YCrCb", | ||
| "from_colorspace": "RGB", | ||
| "random_order": true | ||
| }, | ||
| "sometimes": 0.5, | ||
| "python": "iaa.Sometimes(0.5, iaa.color.MultiplyAndAddToBrightness(mul=(0.5, 1.5), add=(-80, 80), to_colorspace='YCrCb', from_colorspace='RGB', random_order=True))" | ||
| }, | ||
| { | ||
| "category": "contrast", | ||
| "name": "GammaContrast", | ||
| "params": { | ||
| "gamma": [ | ||
| 0.5, | ||
| 2.0 | ||
| ], | ||
| "per_channel": true | ||
| }, | ||
| "sometimes": 0.5, | ||
| "python": "iaa.Sometimes(0.5, iaa.contrast.GammaContrast(gamma=(0.5, 2.0), per_channel=True))" | ||
| }, | ||
| { | ||
| "category": "geometric", | ||
| "name": "Affine", | ||
| "params": { | ||
| "scale": [ | ||
| 0.6, | ||
| 1.6 | ||
| ], | ||
| "translate_percent": { | ||
| "x": [-0.3, 0.3], | ||
| "y": [-0.3, 0.3] | ||
| }, | ||
| "rotate": [ | ||
| -90, | ||
| 90 | ||
| ], | ||
| "shear": { | ||
| "x": [-45, 45], | ||
| "y": [-45, 45] | ||
| }, | ||
| "order": 1, | ||
| "cval": 0, | ||
| "mode": "constant", | ||
| "fit_output": false | ||
| }, | ||
| "sometimes": 0.7, | ||
| "python": "iaa.Sometimes(0.7, iaa.geometric.Affine(scale=(0.6, 1.6), translate_percent={'x': (-0.3, 0.3), 'y': (-0.3, 0.3)}, rotate=(-90, 90), shear={'x': (-45, 45), 'y': (-45, 45)}, order=1, cval=0, mode='constant', fit_output=False))" | ||
| }, | ||
| { | ||
| "category": "size", | ||
| "name": "CropAndPad", | ||
| "params": { | ||
| "percent": [ | ||
| -0.3, | ||
| 0.3 | ||
| ], | ||
| "pad_mode": "constant", | ||
| "pad_cval": 0, | ||
| "keep_size": false, | ||
| "sample_independently": true | ||
| }, | ||
| "sometimes": 0.4, | ||
| "python": "iaa.Sometimes(0.4, iaa.size.CropAndPad(percent=(-0.3, 0.3), pad_mode='constant', pad_cval=0, keep_size=False, sample_independently=True))" | ||
| }, | ||
| { | ||
| "category": "flip", | ||
| "name": "Fliplr", | ||
| "params": { | ||
| "p": 1.0 | ||
| }, | ||
| "sometimes": 0.5, | ||
| "python": "iaa.Sometimes(0.5, iaa.flip.Fliplr(p=1.0))" | ||
| }, | ||
| { | ||
| "category": "flip", | ||
| "name": "Flipud", | ||
| "params": { | ||
| "p": 1.0 | ||
| }, | ||
| "sometimes": 0.5, | ||
| "python": "iaa.Sometimes(0.5, iaa.flip.Flipud(p=1.0))" | ||
| } | ||
| ], | ||
| "random_order": false | ||
| } |
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