Dataset Versions

v4

2024-10-30 5:27am

Generated on Oct 30, 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.
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Dataset Split

Train Set 88%
1845Images
Valid Set 5%
104Images
Test Set 7%
155Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 640x640
Modify Classes: 3 remapped, 2 dropped

Augmentations

Outputs per training example: 3
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels

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