Dataset Versions

v6

2024-05-22 10:12pm

Generated on May 22, 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 88%
105Images
Valid Set 8%
10Images
Test Set 3%
4Images

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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