Dataset Versions

v1

2022-10-07 2:37pm

Generated on Oct 7, 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.
Other Formats
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Dataset Split

Train Set 66%
223Images
Valid Set 28%
95Images
Test Set 6%
22Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Grayscale: Apply to 30% of images
Bounding Box: Flip: Horizontal
Bounding Box: Rotation: Between -30° and +30°

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