mshaikh111 commited on
Commit
224d81b
·
verified ·
1 Parent(s): ba950e9

Update microscopy-override.yaml

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Files changed (1) hide show
  1. microscopy-override.yaml +17 -16
microscopy-override.yaml CHANGED
@@ -44,15 +44,15 @@ scheduler:
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  dataset:
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  train_dataset:
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  dir:
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- path: [
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- "path/to/train/directory/1",
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- "path/to/train/directory/2",
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- "path/to/train/directory/3",
 
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  ]
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- labels_suffix: ".slp"
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- vid_suffix: ".mp4"
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- clip_length: 32
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- crop_size: [22, 32, 42, 100]
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  padding: 0
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  anchors: "centroid"
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  augmentations:
@@ -82,14 +82,15 @@ dataset:
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  val_dataset:
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  dir:
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- path: [
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- "path/to/val/directory/1",
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- "path/to/val/directory/2",
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- ]
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- labels_suffix: ".slp"
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- vid_suffix: ".mp4"
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- crop_size: [22, 32]
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- clip_length: 32
 
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  padding: 0
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  anchors: "centroid"
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  # subsamples the dataset! e.g. if the dataset would have 1000 chunks of length 32, this would limit the validation set to 300 chunks
 
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  dataset:
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  train_dataset:
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  dir:
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+ labels_suffix: .tif
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+ path: [ # inside each dir_n should be a subdir and subdir_GT/TRA containing the raw images and labelled masks
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+ /train/dir_1,
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+ /train/dir_2,
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+ ...
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  ]
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+ vid_suffix: .tif
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+ clip_length: 16
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+ crop_size: [22, 32,..] # can specify different crop sizes for each of the training directories
 
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  padding: 0
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  anchors: "centroid"
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  augmentations:
 
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  val_dataset:
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  dir:
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+ labels_suffix: .tif
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+ path: [ # inside each dir_n should be a subdir and subdir_GT/TRA containing the raw images and labelled masks
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+ /val/dir_1,
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+ /val/dir_2,
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+ ...
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+ ]
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+ vid_suffix: .tif
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+ crop_size: [30, 50] # can specify different crop sizes for each of the training directories
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+ clip_length: 16
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  padding: 0
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  anchors: "centroid"
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  # subsamples the dataset! e.g. if the dataset would have 1000 chunks of length 32, this would limit the validation set to 300 chunks