v14

2023-09-26 9:23pm

Generated on Sep 26, 2023

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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%
1952Images
Valid Set 20%
552Images
Test Set 8%
222Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

No augmentations were applied.
eyes-yawn-tired
2173 images
eye-open
9735 images
Fatigue-NonFatigue
9694 images