Dataset Versions

v3

2022-10-20 5:53pm

Generated on Oct 20, 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 88%
7575Images
Valid Set 8%
708Images
Test Set 4%
356Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 224x224

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Brightness: Between 0% and +15%
Noise: Up to 1% of pixels

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