Dataset Versions

v23

2023-10-13 6:38am

Generated on Oct 13, 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%
5607Images
Valid Set 3%
162Images
Test Set 1%
60Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 7
Mosaic: Applied
Bounding Box: Crop: 5% Minimum Zoom, 10% Maximum Zoom
Bounding Box: Exposure: Between -25% and +25%

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