Dataset Versions

v2

2023-04-21 8:18pm

Generated on Apr 21, 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.
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Dataset Split

Train Set 89%
2109Images
Valid Set 8%
183Images
Test Set 3%
82Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Mosaic: Applied
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Exposure: Between -25% and +25%

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