Dataset Versions

v3

2024-11-11 1:35pm

Generated on Nov 11, 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.
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Dataset Split

Train Set 94%
1428Images
Valid Set 6%
85Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 1824x1824
Grayscale: Applied

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Saturation: Between -20% and +20%
Exposure: Between -3% and +3%
Noise: Up to 0.26% of pixels

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