Dataset Versions

v5

2023-02-27 6:32pm

Generated on Feb 27, 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 64%
497Images
Valid Set 19%
149Images
Test Set 17%
134Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 80x80
Grayscale: Applied
Tile: 4 rows x 4 columns
Modify Classes: 6 remapped, 0 dropped
Filter Null: Require all images to contain annotations.

Augmentations

No augmentations were applied.

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