Politechnika Poznanska

Drowsy

Object Detection

Drowsy Image Dataset

v1

2022-08-23 1:33pm

Generated on Aug 23, 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.
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CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 70%
143Images
Valid Set 20%
41Images
Test Set 10%
21Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

No augmentations were applied.