Dataset Versions
v1
InsSeg Dataset
Generated on May 4, 2024
2607 Total Images
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Dataset Split
Train Set 90%
2346Images
Valid Set 6%
157Images
Test Set 4%
104Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 15% of images
Hue: Between -25° and +25°
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 3px