Dataset Versions

v1

2024-11-15 6:25pm

Generated on Nov 15, 2024

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.
Other Formats
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Dataset Split

Train Set 88%
15Images
Valid Set 12%
2Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1080x720

Augmentations

Outputs per training example: 3
Grayscale: Apply to 17% of images
Saturation: Between -30% and +30%
Exposure: Between -15% and +15%
Blur: Up to 1.4px

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