Dataset Versions

v2

TSD_4_brightness_blur_rotation_noise2022-06-16

Generated on Jun 16, 2022

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Dataset Split

Train Set 99%
2568Images
Valid Set %
0Images
Test Set 1%
19Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 1.5px
Noise: Up to 5% of pixels

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