Dataset Versions

v20

2024-05-28 1:06pm

Generated on May 28, 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 93%
4458Images
Valid Set 5%
249Images
Test Set 2%
72Images

Preprocessing

Isolate Objects: Applied
Resize: Fit within 1024x1024

Augmentations

Outputs per training example: 2
Hue: Between -19° and +19°
Saturation: Between -12% and +12%
Brightness: Between -22% and +22%
Exposure: Between -1% and +1%
Mosaic: Applied
Bounding Box: Blur: Up to 0.5px