Dataset Versions

v5

2022-08-26 6:49pm

Generated on Aug 26, 2022

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 78%
136Images
Valid Set 16%
27Images
Test Set 6%
11Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1920x1080
Modify Classes: 1 remapped, 2 dropped

Augmentations

Outputs per training example: 3
Grayscale: Apply to 76% of images

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