Dataset Versions
v4
data_v2.1_no_preprocess_augmentd
Generated on Nov 11, 2024
18839 Total Images
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Dataset Split
Train Set 95%
17832Images
Valid Set 4%
712Images
Test Set 2%
295Images
Preprocessing
No preprocessing steps were applied.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Grayscale: Apply to 20% of images
Hue: Between -25° and +25°
Brightness: Between -20% and +20%
Exposure: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 1.49% of pixels