anpr_vids_o Dataset

v4

2024-07-03 6:07am

Generated on Jul 3, 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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Dataset Split

Train Set 91%
2766Images
Valid Set 7%
203Images
Test Set 2%
59Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 8% of images
Noise: Up to 0.26% of pixels
car-bike-truck
837 images
cars-buses-truck-EraL
4467 images
VH1
1
5708 images