Dataset Versions

v2

2023-02-09 9:07pm

Generated on Feb 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 91%
1327Images
Valid Set 9%
138Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 832x832
Filter Null: Require at least 98% of images to contain annotations.

Augmentations

Outputs per training example: 2
Rotation: Between -6° and +6°
Blur: Up to 1.5px

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