Dataset Versions

v6

2023-11-17 12:04pm

Generated on Nov 17, 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 87%
1143Images
Valid Set 8%
109Images
Test Set 4%
55Images

Preprocessing

Resize: Stretch to 800x600

Augmentations

Outputs per training example: 3
Exposure: Between -25% and +25%
Blur: Up to 3px
Noise: Up to 10% of pixels

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