Dataset Versions

v12

2023-07-01 4:27pm

Generated on Jul 1, 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 88%
18658Images
Valid Set 10%
2053Images
Test Set 2%
455Images

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: Blur: Up to 0.25px

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