Dataset Versions

v7

2023-04-23 3:23pm

Generated on Apr 23, 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%
1260Images
Valid Set 9%
123Images
Test Set 4%
62Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 700x400
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

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

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