PowerTK Dataset
v1
2024-06-13 4:34am
Generated on Jun 13, 2024
2564 Total Images
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Dataset Split
Train Set 88%
2244Images
Valid Set 8%
213Images
Test Set 4%
107Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Grayscale: Apply to 15% of images
Hue: Between -25° and +25°
Saturation: Between -30% and +30%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.22% of pixels