Kvasir Dataset
Versions
v1
2024-09-13 6:07am
Generated on Sep 13, 2024
2584 Total Images
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Dataset Split
Train Set 92%
2385Images
Valid Set 4%
100Images
Test Set 4%
99Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Blur: Up to 2.5px
Noise: Up to 1.45% of pixels