Dataset Versions

v10

2023-12-06 1:57pm

Generated on Dec 6, 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 70%
2710Images
Valid Set 20%
765Images
Test Set 11%
422Images

Preprocessing

Resize: Stretch to 640x640
Modify Classes: 1 remapped, 4 dropped
Filter Null: Require all images to contain annotations.

Augmentations

No augmentations were applied.

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