Dataset Versions
v3
data_v2_no_preprocess_augmentd
Generated on Nov 11, 2024
20271 Total Images
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Dataset Split
Train Set 99%
19980Images
Valid Set 1%
194Images
Test Set 0%
97Images
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