Dataset Versions

v1

2023-10-27 9:52pm

Generated on Oct 27, 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 87%
2069Images
Valid Set 8%
199Images
Test Set 4%
99Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 320x320
Grayscale: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°

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