Dataset Versions

v2

2023-06-15 3:13pm

Generated on Jun 15, 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.
Other Formats
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Dataset Split

Train Set 96%
2652Images
Valid Set 4%
100Images
Test Set 1%
15Images

Preprocessing

Resize: Stretch to 512x512

Augmentations

Outputs per training example: 3
Noise: Up to 5% of pixels
Cutout: 3 boxes with 15% size each