Dataset Versions

v3

2024-03-28 1:22pm

Generated on Mar 28, 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 36%
275Images
Valid Set 34%
257Images
Test Set 30%
233Images

Preprocessing

Resize: Fit within 640x640
Modify Classes: 0 remapped, 1 dropped
Filter Null: Require at least 18% of images to contain annotations.

Augmentations

No augmentations were applied.

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