VinBigData-Chest-Xrays-Object-detection

This repository contains the code I used during the VinBigData Kaggle competition to classify and detect 13 different diseases from chest-xrays. The solution mainly uses YoloV5, EfficientNet and weighted boxes fusion.

You can find more details here:

https://www.kaggle.com/mostafaibrahim17/yolov5-vinbigdata

https://www.kaggle.com/mostafaibrahim17/yolov5-with-2-class-filter

https://www.kaggle.com/solosquad1999/vinbigdata-train-efficientnet-2-classes

Article:

https://towardsdatascience.com/a-journey-of-building-an-advanced-object-detection-pipeline-doubling-yolov5s-performance-b3f1559463bf

Dataset:

https://www.kaggle.com/awsaf49/vinbigdata-original-image-dataset

Overall Architecture: