Dataset Versions

v1

2024-08-08 4:28pm

Generated on Aug 8, 2024

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%
4039Images
Valid Set 20%
1150Images
Test Set 10%
577Images

Preprocessing

Resize: Fit (white edges) in 640x640
Tile: 2 rows x 2 columns
Modify Classes: 2 remapped, 2 dropped
Filter Null: Require at least 85% of images to contain annotations.
Filter by Tag: 0 required, 2 dropped

Augmentations

No augmentations were applied.

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