Dataset Versions

v3

2024-09-07 10:52pm

Generated on Sep 7, 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 84%
138Images
Valid Set 11%
18Images
Test Set 5%
8Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1000x640

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Blur: Up to 2px
Noise: Up to 1.8% of pixels