TYPE7-L4 Computer Vision Dataset

byCBS DS TYPE4Task:
Object Detection
License:CC BY 4.018 views2 downloads
Versions
Dataset Version
v3

2024-03-22 6:23pm

Generated on Mar 22, 2024

Dataset Split

Train Set 82%
604Images
Valid Set 10%
72Images
Test Set 8%
57Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -5° and +5°
Shear: ±5° Horizontal, ±5° Vertical
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 1.5px
Noise: Up to 1.95% of pixels

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