COVID-19 detector using chest X-rays

• Tech Stack: Python, Tensorflow, Keras, Deep Learning, Pandas
• Github URL: Project Link

• A Capsule network was trained to detect COVID-19 from images of patient’s lung X-rays to overcome shortcomings of CNN

• Neural Network was pre-trained on big data (96k lung x-rays) before deploying on main dataset for training.

• Extensive Data pre-processing and fine tuning of hyper-parameters outperformed previous approaches by 8% in accuracy.