Dataset Versions

v13

2022-05-30 9:49pm

Generated on May 30, 2022

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 83%
168Images
Valid Set 11%
22Images
Test Set 6%
13Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640
Grayscale: Applied
Filter Null: Require at least 92% of images to contain annotations.

Augmentations

Outputs per training example: 2
Exposure: Between -10% and +10%

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