Dataset Versions

v10

2023-05-03 12:49am

Generated on May 3, 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 70%
436Images
Valid Set 19%
116Images
Test Set 11%
69Images

Preprocessing

Resize: Fit (black edges) in 640x640
Modify Classes: 202 remapped, 5 dropped
Filter Null: Require at least 75% of images to contain annotations.

Augmentations

No augmentations were applied.

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