Dataset Versions

v8

2023-06-11 1:04pm

Generated on Jun 11, 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 88%
600Images
Valid Set 8%
54Images
Test Set 4%
30Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 500x500

Augmentations

Outputs per training example: 3
Saturation: Between -5% and +5%
Exposure: Between -10% and +10%
Noise: Up to 2% of pixels
Bounding Box: Rotation: Between -10° and +10°

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