Dataset Versions

v3

2023-11-26 8:45pm

Generated on Nov 26, 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.
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Dataset Split

Train Set 71%
873Images
Valid Set 20%
245Images
Test Set 10%
119Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 416x416
Filter Null: Require at least 90% of images to contain annotations.

Augmentations

No augmentations were applied.

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