Zhang

helmet

Object Detection

helmet Image Dataset

v3

2021-11-15 4:55pm

Generated on Nov 15, 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 70%
6678Images
Valid Set 20%
1908Images
Test Set 10%
954Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 3 remapped, 3 dropped

Augmentations

No augmentations were applied.