Dataset Versions

v7

2024-08-17 3:26pm

Generated on Aug 17, 2024

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 89%
800Images
Valid Set %
0Images
Test Set 11%
100Images

Preprocessing

Resize: Fit within 640x480

Augmentations

Outputs per training example: 2
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Rotation: Between -5° and +5°
Grayscale: Apply to 15% of images
Bounding Box: Brightness: Between -15% and +15%

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