Dataset Versions

v20

2024-01-26 1:49pm

Generated on Jan 26, 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.
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Dataset Split

Train Set 85%
4857Images
Valid Set 8%
470Images
Test Set 7%
399Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 512x384

Augmentations

Outputs per training example: 3
Blur: Up to 1px
Noise: Up to 1% of pixels
Bounding Box: Rotation: Between -4° and +4°

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