Dataset Versions

v5

2023-04-20 3:20pm

Generated on Apr 20, 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 90%
2513Images
Valid Set 10%
273Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 960x960
Filter Null: Require at least 90% of images to contain annotations.

Augmentations

Outputs per training example: 3
Hue: Between -50° and +50°
Brightness: Between -19% and +19%

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