Dataset Versions

v2

2023-05-05 4:21pm

Generated on May 5, 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 89%
10414Images
Valid Set 6%
652Images
Test Set 5%
644Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 2
Flip: Horizontal
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Brightness: Between -30% and +0%
Noise: Up to 10% of pixels
Cutout: 4 boxes with 25% size each

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