Dataset Versions

v5

2023-01-29 3:22pm

Generated on Jan 29, 2023

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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Dataset Split

Train Set 87%
1929Images
Valid Set 8%
184Images
Test Set 5%
102Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 960x540

Augmentations

Outputs per training example: 3
Grayscale: Apply to 5% of images
Noise: Up to 5% of pixels
Mosaic: Applied

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