Dataset Versions

v13

2023-05-18 7:41pm

Generated on May 18, 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 82%
45Images
Valid Set 9%
5Images
Test Set 9%
5Images

Preprocessing

Static Crop: 6-49% Horizontal Region, 9-60% Vertical Region

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 35% Minimum Zoom, 75% Maximum Zoom

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