TrashDetection_OP Dataset
Versions
v1
2024-08-22 2:08pm
Generated on Aug 22, 2024
23392 Total Images
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Dataset Split
Train Set 96%
22568Images
Valid Set 2%
412Images
Test Set 2%
412Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 7
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels