Dataset Versions

v2

2021-10-23 11:20pm

Generated on Oct 23, 2021

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%
93Images
Valid Set 8%
9Images
Test Set 5%
5Images

Preprocessing

Resize: Fit (black edges) in 640x360

Augmentations

Outputs per training example: 3
Blur: Up to 1px
Noise: Up to 10% of pixels

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