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ttchnc's Projects

afinn icon afinn

AFINN sentiment analysis in Python

bert-as-service icon bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

bert-ner-tf icon bert-ner-tf

Named Entity Recognition with BERT using TensorFlow 2.0

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.

flask-aws-tutorial icon flask-aws-tutorial

Flask app that will get you up and running on AWS (also uses RDS as a database)

sippycup icon sippycup

SippyCup is a simple semantic parser, written in Python, created purely for didactic purposes.

transformers icon transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

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