Dataset Versions

v18

2022-10-17 2:15am

Generated on Oct 16, 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 93%
2157Images
Valid Set 7%
168Images
Test Set %
0Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Cutout: 4 boxes with 18% size each
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 5px

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