Dataset Versions

v2

2023-10-16 1:22pm

Generated on Oct 16, 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 83%
3256Images
Valid Set 12%
453Images
Test Set 6%
219Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 500x500
Grayscale: Applied
Modify Classes: 4 remapped, 5 dropped

Augmentations

Outputs per training example: 2
Brightness: Between -51% and +51%
Blur: Up to 2.5px