Dataset Versions
v4
2022-12-05 10:43pm
Generated on Dec 6, 2022
1470 Total Images
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Dataset Split
Train Set 85%
1245Images
Valid Set 9%
136Images
Test Set 6%
89Images
Preprocessing
Isolate Objects: Applied
Resize: Stretch to 240x240
Modify Classes: 4 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels