Jui

Driver behaviors

Object Detection

Driver behaviors Image Dataset

v7

2022-12-22 1:07pm

Generated on Dec 22, 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 64%
6021Images
Valid Set 21%
2013Images
Test Set 15%
1412Images

Preprocessing

Modify Classes: 9 remapped, 0 dropped

Augmentations

No augmentations were applied.
open_eye-closed_eye-seatbelt
9728 images
seatbelt
4585 images
awake-drowsy-smoke-phone
4757 images