Dataset Versions
v4
2023-10-24 1:47pm
Generated on Oct 24, 2023
1457 Total Images
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Dataset Split
Train Set 88%
1278Images
Valid Set 8%
119Images
Test Set 4%
60Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x480
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Grayscale: Apply to 15% of images
Brightness: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 1% of pixels