mde Computer Vision Model

byMdeTask:
Object Detection
License:CC BY 4.048 views2 downloads
Versions
Dataset Version
v2

2023-05-23 2:07pm

Generated on May 23, 2023

Dataset Split

Train Set 87%
618Images
Valid Set 8%
58Images
Test Set 5%
36Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±22° Horizontal, ±21° Vertical
Exposure: Between -35% and +35%
Noise: Up to 8% of pixels
Bounding Box: Shear: ±19° Horizontal, ±15° Vertical
Bounding Box: Exposure: Between -31% and +31%
Bounding Box: Blur: Up to 3.25px

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