Dataset Versions

v7

2023-05-22 9:38pm

Generated on May 22, 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 84%
219Images
Valid Set 10%
25Images
Test Set 7%
17Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 320x320
Modify Classes: 0 remapped, 2 dropped

Augmentations

Outputs per training example: 3
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 0.75px