TYPE7-L4 Computer Vision Dataset

byCBS DS TYPE4Task:
Object Detection
License:CC BY 4.018 views2 downloads
Versions
Dataset Version
v1

2023-08-18 12:31pm

Generated on Aug 18, 2023

Dataset Split

Train Set 91%
624Images
Valid Set 5%
34Images
Test Set 4%
28Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -10° and +10°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -10% and +10%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 5% of pixels

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