Dataset Versions
Versions
v2
2024-05-16 6:41pm
Generated on May 16, 2024
4369 Total Images
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Dataset Split
Train Set 92%
4032Images
Valid Set 8%
337Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 224x224
Augmentations
Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 0.5px
Noise: Up to 0.1% of pixels