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A Critical Comparison between Faster R-CNN and YOLOv4 for Acne detection

Object Detection

A Critical Comparison between Faster R-CNN and YOLOv4 for Acne detection Image Dataset

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Versions
2023-07-09 8:23pm
v4
Jul 9, 2023
2023-07-09 8:04pm
v3
Jul 9, 2023
2023-07-09 7:58pm
v2
Jul 9, 2023
2023-07-09 7:57pm
v1
Jul 9, 2023
v1

2023-07-09 7:57pm

Generated on Jul 9, 2023
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3072 Total Images

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Dataset Split

Train Set 92%
2833Images
Valid Set 4%
121Images
Test Set 4%
118Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°