Dataset Versions

v3

2023-08-08 11:21pm

Generated on Aug 8, 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
Choose another format.

Dataset Split

Train Set 96%
2835Images
Valid Set 2%
73Images
Test Set 1%
33Images

Preprocessing

Auto-Adjust Contrast: Using Histogram Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Brightness: Between -45% and +45%
Blur: Up to 4.5px
Noise: Up to 20% of pixels

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