Dataset Versions

v14

2022-09-13 10:30pm

Generated on Sep 13, 2022

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 79%
1912Images
Valid Set 9%
216Images
Test Set 12%
287Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 51 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Crop: 13% Minimum Zoom, 32% Maximum Zoom
Noise: Up to 12% of pixels

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