Dataset Versions

v20

2023-07-08 10:04am

Generated on Jul 8, 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 91%
20040Images
Valid Set 6%
1250Images
Test Set 4%
799Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 70% of images
Bounding Box: Rotation: Between -1° and +1°
Bounding Box: Noise: Up to 1% of pixels

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