Vijay Devane's repositories
Automate-identification-and-recognition-of-handwritten-text-from-an-image
This project offers an efficient method for identifying and recognizing handwritten text from images. Using a Convolutional Recurrent Neural Network (CRNN) for Optical Character Recognition (OCR), it effectively extracts text from images, aiding in the digitization of handwritten documents and automated text extraction.
absa
This is the advanced form of the sentiment analysis from text. In this method we have to find out the sentiment regarding the aspect word. The data set contains the reviews and the aspect word/phrase. We have to find out the sentiment regarding that aspect/phrase. We have used simple method using TfIdfVectorizer and ml algorithms. Got the nearly 70% accuracy.
Decision-Tree-Classifier-of-Iris-Dataset
This is simple automatic Iris plant classifier using Decision Tree Classifier algorithm and Heroku Cloud Application Platform. This app takes input as features of Iris plant and classify it using Decision Tree Classifier algorithm.
Marketing_Campaign_for_Banking_Products
This is Marketing Campaign project for bank sector. To increase the customer regarding loan. This model is used to point out that customers which are going to take loan definitely. I used various machine learning algorithm to solve this problem.
Students-Score-Prediction
This is simple and easy Machine Learning model. In this we have to predict the score of a student based on his/her study hours. This is supervised learning problem. So, I used simple Linear Regression algorithm. Also, I deployed this model on Heroku.
Ball-Balancing-Machine
Ball balancing machine
K-Means-Clustering-of-Iris-Dataset
This is task 2 of The Sparks Foundation GRIPNOV20. This repository is basically focused on Unsupervised Machine Learning. I used K-Means Clustering Algorithm to make clusters of Iris dataset.
Lbl2Vec
Lbl2Vec learns jointly embedded label, document and word vectors to retrieve documents with predefined topics from an unlabeled document corpus.
presidio
Context aware, pluggable and customizable data protection and de-identification SDK for text and images
privateGPT
Interact with your documents using the power of GPT, 100% privately, no data leaks
Questgen.ai
Question generation using state-of-the-art Natural Language Processing algorithms