Dataset Versions

v4

2022-10-13 8:22pm

Generated on Oct 13, 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 70%
3887Images
Valid Set 20%
1111Images
Test Set 10%
555Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 0-20% Vertical Region
Modify Classes: 0 remapped, 31 dropped

Augmentations

Outputs per training example: 1
Brightness: Between -25% and +25%

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