Dataset Versions

v1

2023-02-22 4:12pm

Generated on Feb 22, 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.
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Dataset Split

Train Set 93%
99Images
Valid Set 7%
8Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Static Crop: 27-66% Horizontal Region, 15-70% Vertical Region

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -30° and +30°
Blur: Up to 6px

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