Dataset Versions

v55

2024-04-02 4:07pm

Generated on Apr 2, 2024

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 86%
3054Images
Valid Set %
0Images
Test Set 14%
483Images

Preprocessing

Auto-Orient: Applied
Static Crop: 20-81% Horizontal Region, 0-93% Vertical Region
Resize: Fit within 1024x1024
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Bounding Box: Flip: Horizontal
Bounding Box: Rotation: Between -15° and +15°

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