Atharva Bhide's repositories
SPPU-COMP-2019-PRACTICALS
This repository contains all the practical assignments which I have done as part of my coursework.
Quora-Question-Pair-Similarity
This project classifies question pairs as duplicate or non-duplicate by using NLP techniques for text preprocessing and feature extraction and then applying classification algorithms on the extracted features.
Brain-Tumor-Classification-Using-Transfer-Learning
Brain Tumor MRI images have been classified into 4 classes by using Transfer Learning Models.
DL-practical-fundamentals-TensorFlow
Code resources to prepare for the TensorFlow developer certification
Movie-Recommendation-System
This project uses the TMDB dataset to recommend 5 movies to a user based on his current choice. Uses a content based recommendation system.
cPGCON-MMCOE
Source code for the cPGCON (Computer Engineering Post Graduate Conference) website which is held by SPPU
Crime-Articles-Recommendation-System
This project uses the "80000 Crime Related Indian Articles of TOI" dataset available on Kaggle and recommends 5 related articles to a user. Content based filtering is used for this project
Data-Extractor-app
This application takes in a PDF/PNG/JPEG/JPG file and extracts its data to create a csv file. Currently works well for well formatted invoices, with proper segregation of data.
Digit_Recognition
The purpose of this project is to classify handwritten digits in the given classes of 0 to 9.Applied various classification algorithms and got a maximum accuracy of 92.5% by using KNN.
Intel-Image-Classification
Multiclass image classification problem solved by using feature extraction and fine tuning on pretrained models.
Pan-card-tampering-detection
The purpose of this project is to detect tampering of PAN card by using computer vision. In this project, we will calculate structural similarity of original PAN card and PAN card uploaded by user.
Perrin-Freres-Time-Series-Analysis
Time series analysis on the monthly sales data of Perrin Freres is done. Model used - SARIMAX (Seasonal Auto Regressive Intergrated Moving Average with Exogenous Factors) Dataset link - https://www.kaggle.com/datasets/anupamshah/perrin-freres-monthly-champagne-sales
rock_and_mine_prediction
A very basic binary classification project.
Crypto-Cast
Web App for visualizing and forecasting prices for some of the most popular crypto currencies. Uses YFinance and CoinMarketCap API.
SignVision
POC which detects and recognizes sign language gestures using mediapipe keypoints and a tensorflow based lstm model. GUI is built using tkinter.
Stripe-Sync
Two way syncing application between local system's customer list and Stripe's customer list which is an external service.
budget-project-backend
An application for easy maintenance and approval of college budgets.
DevFinder-Selenium-Tester-App
Selenium Web Driver based testing application.
MPI-Sorting-Analyzer
This project is designed to run on a cluster of processors using the Message Passing Interface (MPI) protocol. The program generates a random array of integers, distributes the array to all the processors in the cluster, sorts the array using some sorting algorithm, and then gathers the sorted array back to the root node.
YT-Async-Search-App
This is a simple application that allows you to search for YouTube videos asynchronously. It uses the YouTube API to fetch the search results and display them on the page. The application is built using Django REST framework and Streamlit. Celery is used to handle the asynchronous tasks i.e. for polling the API after every 10 seconds.