Dataset Versions

v13

2023-07-04 3:44pm

Generated on Jul 4, 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%
5463Images
Valid Set 7%
463Images
Test Set 9%
611Images

Preprocessing

Isolate Objects: Applied
Modify Classes: 2 remapped, 15 dropped

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 56% Maximum Zoom
Grayscale: Apply to 42% of images
Hue: Between -119° and +119°
Saturation: Between -46% and +46%
Brightness: Between -25% and +25%

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