Dataset Versions

v10

2023-08-09 9:32pm

Generated on Aug 9, 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 87%
3132Images
Valid Set 9%
319Images
Test Set 4%
136Images

Preprocessing

Filter Null: Require at least 85% of images to contain annotations.

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 35% Maximum Zoom
Brightness: Between -20% and +20%
Blur: Up to 1.5px
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom

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