Dataset Versions
v1
trash_augmented
Generated on Oct 21, 2024
4687 Total Images
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Dataset Split
Train Set 92%
4323Images
Valid Set 4%
184Images
Test Set 4%
180Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Noise: Up to 0.1% of pixels