Dataset Versions

v5

NoNullsV5

Generated on Apr 30, 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%
331Images
Valid Set 19%
92Images
Test Set 11%
53Images

Preprocessing

Resize: Fit (black edges) in 640x640
Grayscale: Applied
Modify Classes: 136 remapped, 1 dropped
Filter Null: Require at least 80% of images to contain annotations.

Augmentations

No augmentations were applied.

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