Dataset Versions

v1

2023-08-15 6:08pm

Generated on Aug 15, 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 78%
252Images
Valid Set 11%
37Images
Test Set 10%
33Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 35% of images
Brightness: Between -30% and +30%
Blur: Up to 2.5px
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Blur: Up to 3.5px

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