Snake Classification Computer Vision Model
1433 Total Images
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Dataset Split
Train Set 88%
1254Images
Valid Set 8%
119Images
Test Set 4%
60Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Grayscale: Apply to 15% of images
Brightness: Between -20% and +20%
Exposure: Between -10% and +10%