Dataset Versions

v7

2023-10-11 10:05am

Generated on Oct 11, 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 90%
2706Images
Valid Set 6%
179Images
Test Set 4%
119Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Grayscale: Apply to 50% of images
Hue: Between -49° and +49°
Brightness: Between -20% and +20%
Exposure: Between -10% and +10%
Noise: Up to 2% of pixels

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