Dataset Versions
Versions
v1
2024-02-20 1:26pm
Generated on Feb 20, 2024
17095 Total Images
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Dataset Split
Train Set 87%
14949Images
Valid Set 8%
1420Images
Test Set 4%
726Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 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%