devicewaste_classifier Computer Vision Model
2260 Total Images
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Dataset Split
Train Set 88%
1977Images
Valid Set 8%
189Images
Test Set 4%
94Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%