Dataset Versions

v1

2021-12-12 Helmets v1

Generated on Dec 12, 2021

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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 82%
1288Images
Valid Set 12%
184Images
Test Set 6%
92Images

Preprocessing

Resize: Stretch to 416x416

Augmentations

Outputs per training example: 2
Rotation: Between -30° and +30°
Grayscale: Apply to 25% of images
Noise: Up to 5% of pixels

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