Dataset Versions

v1

2023-06-14 11:35am

Generated on Jun 14, 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 85%
87Images
Valid Set 15%
15Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -7° and +7°
Brightness: Between -18% and +18%
Exposure: Between -17% and +17%
Blur: Up to 1px
Noise: Up to 3% of pixels

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