steering_angle_rain3 Dataset
Versions
v1
2024-07-15 8:35am
Generated on Jul 15, 2024
4355 Total Images
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Dataset Split
Train Set 93%
4066Images
Valid Set 4%
192Images
Test Set 2%
97Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Augmentations
Outputs per training example: 2
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 12% of images
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.18% of pixels
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