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Fahim Rustamy, PhD's Projects

covid-19-detection-flask-app-based-on-chest-x-rays-and-ct-scans icon covid-19-detection-flask-app-based-on-chest-x-rays-and-ct-scans

COVID-19 Detection Chest X-rays and CT scans: COVID-19 Detection based on Chest X-rays and CT Scans using four Transfer Learning algorithms: VGG16, ResNet50, InceptionV3, Xception. The models were trained for 500 epochs on around 1000 Chest X-rays and around 750 CT Scan images on Google Colab GPU. A Flask App was later developed wherein user can upload Chest X-rays or CT Scans and get the output of possibility of COVID infection.

fastapi icon fastapi

FastAPI framework, high performance, easy to learn, fast to code, ready for production

haystack icon haystack

:mag: Haystack is an open source NLP framework that leverages pre-trained Transformer models. It enables developers to quickly implement production-ready semantic search, question answering, summarization and document ranking for a wide range of NLP applications.

homemade-machine-learning icon homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

nshmp-haz icon nshmp-haz

National Seismic Hazard Mapping Project (NSHMP) Code

python icon python

All Algorithms implemented in Python

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