Dataset Versions

v3

2023-06-13 2:46pm

Generated on Jun 13, 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%
666Images
Valid Set 20%
191Images
Test Set 10%
95Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1280x1280
Tile: 3 rows x 3 columns
Modify Classes: 0 remapped, 4 dropped
Filter Null: Require at least 50% of images to contain annotations.

Augmentations

No augmentations were applied.

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