Dataset Versions

v3

2023-12-15 1:20pm

Generated on Dec 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 88%
126Images
Valid Set 8%
12Images
Test Set 4%
6Images

Preprocessing

Static Crop: 38-75% Horizontal Region, 34-75% Vertical Region

Augmentations

Outputs per training example: 3
Bounding Box: Crop: 0% Minimum Zoom, 27% Maximum Zoom