Dataset Versions
v2
0619_final_version
Generated on Jun 19, 2024
2356 Total Images
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Dataset Split
Train Set 87%
2061Images
Valid Set 8%
197Images
Test Set 4%
98Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -10° and +10°
Grayscale: Apply to 8% of images
Hue: Between -8° and +8°
Exposure: Between -10% and +10%
Noise: Up to 0.54% of pixels