Thien Phuoc

Khẩu trang

Object Detection

Khẩu trang Image Dataset

v4

2022-06-04 6:33pm

Generated on Jun 4, 2022

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 72%
3156Images
Valid Set 23%
1001Images
Test Set 5%
200Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 2
90° Rotate: Clockwise, Counter-Clockwise
Brightness: Between -5% and +5%
Noise: Up to 2% of pixels