Khang Nghia

Acne Project Ver1

Object Detection

Acne Project Ver1 Image Dataset

v1

2023-02-06 5:05pm

Generated on Feb 6, 2023

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
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Dataset Split

Train Set 92%
3423Images
Valid Set 4%
140Images
Test Set 4%
138Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Brightness: Between -25% and +25%
Bounding Box: Flip: Vertical
Bounding Box: Exposure: Between -15% and +15%
Bounding Box: Blur: Up to 1.75px
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