microgrids Computer Vision Dataset
3224 Total Images
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Dataset Split
Train Set 88%
2820Images
Valid Set 8%
269Images
Test Set 4%
135Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Hue: Between -20° and +20°
Saturation: Between -25% and +25%
Brightness: Between -20% and +20%
Exposure: Between -15% and +15%
Blur: Up to 2px
Noise: Up to 1.45% of pixels