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Motorcycle Driver Pose/Detection

Object Detection

Motorcycle Driver Pose/Detection Image Dataset

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2024-04-17 2:01pm
v2
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2 months ago
2024-04-17 1:51pm
v1
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2 months ago
v2

2024-04-17 2:01pm

Generated on Apr 17, 2024
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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
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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1604 Total Images

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Dataset Split

Train Set 88%
1406Images
Valid Set 8%
126Images
Test Set 4%
72Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Filter Null: Require at least 50% of images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 10% of images
Brightness: Between -15% and +15%
Blur: Up to 1.5px
Noise: Up to 0.18% of pixels