Dataset Versions

v2

2022-02-19 4:21pm

Generated on Feb 19, 2022

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 100%
1560Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Resize: Fit within 416x416

Augmentations

Outputs per training example: 3
Exposure: Between -25% and +25%
Blur: Up to 2.25px
Noise: Up to 5% of pixels

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