Dataset Versions

v6

2023-08-22 9:49am

Generated on Aug 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 92%
1350Images
Valid Set %
0Images
Test Set 8%
112Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Hue: Between -12° and +12°
Saturation: Between -18% and +18%
Brightness: Between -32% and +32%
Exposure: Between -19% and +19%
Blur: Up to 1.25px

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