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Aniket Jagtap's Projects

brain-tumor-detection icon brain-tumor-detection

Image Processing and Classification problem where given a hypothesis Classification Model build using CNN performs better than the data is down sampled using Data Augmentation Technique to get more data to train and better classification report

chatbot-using-dnn icon chatbot-using-dnn

This chatbot is designed using tensorflow and tflearn which learns through Natural Language Processing techniques and Dense Neural Network.It also learns from the replies and responds quite accurately.

imdb-movie_review-dataset icon imdb-movie_review-dataset

its a IMDB dataset where the problem is to classify weather it is a positive review or negative. Here sentiment analysis is done using nltk library by seeing the sentence and make an array out of it after preprocessing the data and then using TD-IDF vector and later using word to vect and doc to vect by using keras framework to build a RNN . Thus simple LSTM method is used for text classification.

llama2-medical-chatbot icon llama2-medical-chatbot

This is a medical bot built using Llama2 and Sentence Transformers. The bot is powered by Langchain and Chainlit. The bot runs on a decent CPU machine with a minimum of 16GB of RAM.

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