Dataset Versions

v8

2023-10-07 10:07pm

Generated on Oct 7, 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.
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Dataset Split

Train Set 87%
6899Images
Valid Set 9%
681Images
Test Set 4%
356Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Modify Classes: 4 remapped, 4 dropped

Augmentations

Outputs per training example: 3
Brightness: Between -17% and +17%
Bounding Box: Exposure: Between -25% and +25%

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