Junnie

Yawn-Detetcion

Object Detection

Yawn-Detetcion Image Dataset

v5

2024-04-15 8:35pm

Generated on Apr 15, 2024

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.
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Dataset Split

Train Set 88%
750Images
Valid Set 7%
63Images
Test Set 5%
42Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
yawning
897 images
mouth
4403 images
yawning
4403 images
mouth-close-open
4402 images