YOLO4class

YOLO-4-Class

Object Detection

YOLO-4-Class Image Dataset

v2

only3-class

Generated on Dec 9, 2021

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 80%
8346Images
Valid Set 14%
1431Images
Test Set 7%
716Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 5 remapped, 4 dropped

Augmentations

Outputs per training example: 2
90° Rotate: Clockwise, Counter-Clockwise
Vest-Head-Helmet-person-glove-sh
7247 images
Helmet-Vest-helmet-head-person
7247 images
Gloves-Shoe-Helmet-Vest-helmet-head-person
7355 images
Helmet-vets-pepole-face
355 images
epi
epi
6014 images