Dataset Versions

v8

2023-05-22 2:18pm

Generated on May 22, 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%
447Images
Valid Set 6%
31Images
Test Set 4%
20Images

Preprocessing

Resize: Fit within 640x640
Modify Classes: 2 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Noise: Up to 2% of pixels