Helmet TF

Safety Helmet

Object Detection

Safety Helmet Image Dataset

v4

Data160

Generated on Apr 19, 2022

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.
Other Formats
Choose another format.

Dataset Split

Train Set 88%
10500Images
Valid Set 8%
1000Images
Test Set 4%
500Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 416x416
Modify Classes: 2 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Mosaic: Applied