Dataset Versions

v4

2024-05-21 10:51pm

Generated on May 21, 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 89%
54Images
Valid Set 8%
5Images
Test Set 3%
2Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Hue: Between -80° and +80°
Brightness: Between -24% and +24%
Blur: Up to 1.6px
Noise: Up to 0.93% of pixels
Bounding Box: Blur: Up to 2.5px

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