Train and test a swin localizer
دو سال پیش منتشر شده
تعداد بازدید: 184
کد پروژه: 476929
شرح پروژه
- Train a Swin Localizer from scratch to localize lung diseases on VinDr CXR.
· Run 10 times and report all performance in terms of FROC.
Fine-tune (fully or partially) pretrained Swin Localizer to localize lung diseases on VinDr CXR.
· Run 10 times and report all performance in terms of FROC, and compare with training from scratch (Item (1)) by computing the p-value at selected operating points.
Write a small report in LaTeX to detail your experiment designs and results, including the training and test process, what you expect to observe, and what you have observed from the experiments.
You can find Swin Localizer at https://github.com/SwinTransformer/Swin-Transformer-Object-Detection and VinDr CXR at https://vindr.ai/datasets/cxr or https://www.kaggle.com/competitions/vinbigdata-chest-xray-abnormalities-detection/data.
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