Dataset Versions

v5

2023-10-31 12:58pm

Generated on Oct 31, 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%
6519Images
Valid Set 11%
824Images
Test Set 2%
139Images

Preprocessing

Isolate Objects: Applied
Grayscale: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -8° and +8°
Noise: Up to 1% of pixels
Bounding Box: Brightness: Between -8% and +8%

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