AFI Computer Vision Dataset
Versions
86 Total Images
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Dataset Split
Train Set 91%
78Images
Valid Set 5%
4Images
Test Set 4%
4Images
Preprocessing
Resize: Fit within 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Grayscale: Apply to 5% of images
Hue: Between -20° and +20°
Saturation: Between -34% and +34%
Brightness: Between -23% and +23%
Exposure: Between -5% and +5%
Blur: Up to 1.2px
Noise: Up to 0% of pixels