Dataset Versions

v8

2023-12-04 7:50pm

Generated on Dec 4, 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 94%
1971Images
Valid Set 3%
64Images
Test Set 3%
64Images

Preprocessing

Grayscale: Applied
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Bounding Box: Rotation: Between -2° and +2°
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Noise: Up to 7% of pixels

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