Dataset Versions

v2

2023-01-21 10:22am

Generated on Jan 21, 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 82%
1136Images
Valid Set 12%
162Images
Test Set 6%
79Images

Preprocessing

Resize: Stretch to 416x416
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 2
Exposure: Between -25% and +25%
Blur: Up to 3px
Noise: Up to 10% of pixels

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