Dataset Versions

v6

2022-07-18 11:14pm

Generated on Jul 18, 2022

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 87%
1620Images
Valid Set 8%
155Images
Test Set 4%
78Images

Preprocessing

Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 3
Bounding Box: Exposure: Between -25% and +25%

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