Dataset Versions

v4

2023-07-05 3:02pm

Generated on Jul 5, 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%
1482Images
Valid Set 8%
139Images
Test Set 5%
80Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 38x180
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied

Augmentations

Outputs per training example: 3
Exposure: Between -14% and +14%

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