AquaIntellect Computer Vision Model
373 Total Images
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Dataset Split
Train Set 84%
315Images
Valid Set 10%
37Images
Test Set 6%
21Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Hue: Between -15° and +15°
Saturation: Between -70% and +70%
Brightness: Between -20% and +20%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 1.92% of pixels