Dataset Versions

v6

2023-11-27 8:34pm

Generated on Nov 27, 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 88%
429Images
Valid Set 12%
59Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Modify Classes: 7 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -21° and +21°
Hue: Between -39° and +39°
Brightness: Between -25% and +25%

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