Dataset Versions
v3
Malla_Final_flip_rotate-satur_cut
Generated on Dec 18, 2022
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12667 Total Images
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Dataset Split
Train Set 96%
12114Images
Valid Set 2%
278Images
Test Set 2%
275Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 0 dropped
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Cutout: 4 boxes with 10% size each