Dataset Versions

v6

2024-10-02 4:31am

Generated on Oct 2, 2024

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 90%
1289Images
Valid Set 7%
106Images
Test Set 3%
38Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640
Filter Null: Require at least 80% of images to contain annotations.

Augmentations

Outputs per training example: 2
Brightness: Between -15% and +15%

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