Dataset Versions
v8
sign_det_v2_norszd_rot_gray_sat_brig_exp_blur_augs
Generated on Feb 6, 2024
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2213 Total Images
View All Images
Dataset Split
Train Set 89%
1977Images
Valid Set 7%
144Images
Test Set 4%
92Images
Preprocessing
Auto-Orient: Applied
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 10% of images
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 0.1% of pixels