Dataset Versions

v1

2022-11-09 7:32pm

Generated on Nov 9, 2022

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 96%
600Images
Valid Set 4%
24Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -25° and +25°
Grayscale: Apply to 28% of images
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Blur: Up to 4px

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