AMLcourse

Surgical Tools Detection

Object Detection

Surgical Tools Detection Image Dataset

v2

2023-05-12 12:32pm

Generated on May 12, 2023

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Dataset Split

Train Set 89%
933Images
Valid Set 8%
84Images
Test Set 3%
30Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Blur: Up to 2.75px
Noise: Up to 3% of pixels
Bounding Box: Brightness: Between -20% and +20%