Thien Phuoc

Khẩu trang

Object Detection

Khẩu trang Image Dataset

v5

boot

Generated on Jun 4, 2022

Popular Download Formats

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.
Other Formats
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Dataset Split

Train Set 78%
3556Images
Valid Set 22%
1001Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Fit (black edges) in 416x416

Augmentations

Outputs per training example: 2
90° Rotate: Clockwise, Counter-Clockwise
Hue: Between -90° and +90°
Saturation: Between -70% and +70%
Brightness: Between -5% and +5%