Dataset Versions

v17

2022-11-22 10:59pm

Generated on Nov 22, 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.
Other Formats
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Dataset Split

Train Set 89%
7935Images
Valid Set 11%
951Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 1024x1024
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 2
Brightness: Between -10% and +10%
Exposure: Between -10% and +10%

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