digitalimage

safety-helmet

Object Detection

safety-helmet Image Dataset

v1

flip

Generated on Jun 9, 2023

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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
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Dataset Split

Train Set 84%
458Images
Valid Set 11%
59Images
Test Set 5%
29Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Helmet-No-Helmet
534 images
helmetnohelmetpersonvestnovestgl
772 images
1
11
helmet
290 images