Dataset Versions

v14

2023-11-03 9:11pm

Generated on Nov 3, 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 88%
2841Images
Valid Set 6%
192Images
Test Set 6%
197Images

Preprocessing

Isolate Objects: Applied
Grayscale: Applied
Modify Classes: 0 remapped, 5 dropped

Augmentations

Outputs per training example: 3
Bounding Box: Noise: Up to 1% of pixels

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