Pinned Repositories
AI-Chatbot-EduBot-v1-and-v2-SASTRA-using-NLP
This repo contains an Intent-matching-based chatbot that can reply to the questions regarding a specific educational institute.
balamurugan1603
CovidTracker
English-to-Italian-Neural-Machine-Translator
This repo contains training notebook and TFLite conversion notebook of the Neural machine translation model developed using TensorFlow.
Hacktoberfest-2021
IPL-Powerplay-score-predictor-IITM-HACKATHON-2021
Named-Entity-Recognition-using-Tranformers
In this repo, I have Fine-tuned BERT using HuggingFace transformers to perform Named Entity Recognition with an overall F1-Score of 0.87.
Neural-Machine-Translator-App
This is a translator app to translate text from English to Italian using neural machine translation (Seq2Seq) model trained with teacher forcing with over 200k+ sentences with an accuracy of 87.57 %.
Sentiment-extraction-using-NLP
This repo contains notebooks for analysis of text data using various EDA techniques and sentiment extraction using different models which use various vector space representations.
Traffic-Sign-Recognition-using-custom-CNN
This repo contains notebooks used for training a CNN-based model with more than 70k images to correctly recognize 43 unique classes of traffic signs with an accuracy >97%.
balamurugan1603's Repositories
balamurugan1603/AI-Chatbot-EduBot-v1-and-v2-SASTRA-using-NLP
This repo contains an Intent-matching-based chatbot that can reply to the questions regarding a specific educational institute.
balamurugan1603/IPL-Powerplay-score-predictor-IITM-HACKATHON-2021
balamurugan1603/Hacktoberfest-2021
balamurugan1603/Sentiment-extraction-using-NLP
This repo contains notebooks for analysis of text data using various EDA techniques and sentiment extraction using different models which use various vector space representations.
balamurugan1603/balamurugan1603
balamurugan1603/CovidTracker
balamurugan1603/English-to-Italian-Neural-Machine-Translator
This repo contains training notebook and TFLite conversion notebook of the Neural machine translation model developed using TensorFlow.
balamurugan1603/Named-Entity-Recognition-using-Tranformers
In this repo, I have Fine-tuned BERT using HuggingFace transformers to perform Named Entity Recognition with an overall F1-Score of 0.87.
balamurugan1603/Neural-Machine-Translator-App
This is a translator app to translate text from English to Italian using neural machine translation (Seq2Seq) model trained with teacher forcing with over 200k+ sentences with an accuracy of 87.57 %.
balamurugan1603/Traffic-Sign-Recognition-using-custom-CNN
This repo contains notebooks used for training a CNN-based model with more than 70k images to correctly recognize 43 unique classes of traffic signs with an accuracy >97%.
balamurugan1603/DELSumm
Code for DELSumm, an unsupervised summarization algorithm for legal case judgements.
balamurugan1603/Face-detection-Age-Gender-Classification-using-pretrained-CNNs
balamurugan1603/Financial-news-Classification-using-BERT
balamurugan1603/Flask
balamurugan1603/Football-Players-Price-Prediction
balamurugan1603/frontend
balamurugan1603/github-demo
balamurugan1603/GoDutch
Distributed Machine Learning system with remote experiment tracking platform.
balamurugan1603/introduction-to-github
balamurugan1603/Java-Swing
balamurugan1603/pds
balamurugan1603/SATechnicalOnboarding
balamurugan1603/Spring-Boot
balamurugan1603/TBERT-Tamil-Language-Modelling