ddd Computer Vision Dataset
Versions
2878 Total Images
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Dataset Split
Train Set 94%
2718Images
Valid Set 4%
107Images
Test Set 2%
53Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Hue: Between -53° and +53°
Saturation: Between -27% and +27%
Brightness: Between -18% and +18%
Exposure: Between -23% and +23%
Noise: Up to 1.57% of pixels