Dataset Versions

v29

2022-09-26 11:14am

Generated on Sep 26, 2022

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 93%
5893Images
Valid Set 6%
389Images
Test Set 1%
50Images

Preprocessing

Isolate Objects: Applied
Resize: Stretch to 224x224
Modify Classes: 3 remapped, 8 dropped

Augmentations

Outputs per training example: 3
Saturation: Between -14% and +14%
Brightness: Between -5% and +5%

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