Dataset Versions

v17

2022-10-17 2:25pm

Generated on Oct 17, 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.
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Dataset Split

Train Set 72%
595Images
Valid Set 22%
182Images
Test Set 5%
45Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 800x800
Tile: 5 rows x 5 columns
Filter Null: Require at least 75% of images to contain annotations.

Augmentations

No augmentations were applied.

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