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Detection Helmet

Object Detection

Detection Helmet Image Dataset

Try Pre-Trained Model
Versions
2022-11-22 12:07am
v2
Nov 21, 2022
2022-11-21 10:31pm
v1
Nov 21, 2022
v2

2022-11-22 12:07am

Generated on Nov 21, 2022
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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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1745 Total Images

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Dataset Split

Train Set 88%
1530Images
Valid Set 8%
138Images
Test Set 4%
77Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 13% of images
Saturation: Between -25% and +25%
Blur: Up to 10px
Cutout: 3 boxes with 10% size each