Dataset Versions

v5

2023-05-18 6:50pm

Generated on May 18, 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 84%
1023Images
Valid Set 9%
105Images
Test Set 7%
91Images

Preprocessing

Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 30-62% Vertical Region

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 14% Minimum Zoom, 36% Maximum Zoom
Bounding Box: Crop: 7% Minimum Zoom, 29% Maximum Zoom

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