Dataset Versions
v1
2024-11-04 1:54am
Generated on Nov 4, 2024
777 Total Images
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Dataset Split
Train Set 88%
681Images
Valid Set 8%
64Images
Test Set 4%
32Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1280x1280
Augmentations
Outputs per training example: 3
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -34% and +34%
Brightness: Between -24% and +24%
Exposure: Between -15% and +15%
Blur: Up to 0.8px
Noise: Up to 0.22% of pixels