Dataset Versions

v10

2023-06-17 11:45pm

Generated on Jun 17, 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 %
0Images
Valid Set 100%
100Images
Test Set %
0Images

Preprocessing

Static Crop: 31-62% Horizontal Region, 29-69% Vertical Region

Augmentations

Outputs per training example: 3
Brightness: Between -63% and +0%
Blur: Up to 21px
Noise: Up to 16% of pixels
Bounding Box: Rotation: Between -23° and +23°