Dataset Versions

v8

2023-03-01 11:28am

Generated on Mar 1, 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 93%
522Images
Valid Set 5%
30Images
Test Set 2%
10Images

Preprocessing

Resize: Fit within 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 51% of images
Brightness: Between -50% and +50%
Exposure: Between -25% and +25%

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