Dataset Versions

v8

2023-05-02 6-47am - crop and greyscale

Generated on May 2, 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%
1282Images
Valid Set 8%
120Images
Test Set 5%
74Images

Preprocessing

Resize: Fit (black edges) in 640x640
Grayscale: Applied
Modify Classes: 183 remapped, 4 dropped
Filter Null: Require at least 75% of images to contain annotations.

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 6% Maximum Zoom

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