Dataset Versions

v1

2024-07-18 1:25pm

Generated on Jul 18, 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.
Other Formats
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Dataset Split

Train Set 90%
308Images
Valid Set 6%
22Images
Test Set 3%
11Images

Preprocessing

Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 4
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom