Rumit's repositories
Semantic-Segmentation-of-Image
This project demonstrates semantic image segmentation using a custom architecture that combines MobileNetV2 and U-Net. It aims to accurately segment objects in images, showcasing a robust approach to image analysis.
Coin-Tab-Assignment
As the amount that X has to pay to the courier companies is very high, they want to verify if the charges levied by their Delivery partners per Order are correct
Recommend-system-for-Books
A recommended system for books using popularity and Colaborative filter.
Animals-Recognization
Built a CNN model from scratch using the data provided by Microsoft to help in recognizing the particular animal in a image
Auto_Segmentation
This project demonstrates semantic image segmentation using a custom architecture that combines MobileNetV2 and U-Net. The goal is to accurately segment objects in images, showcasing a robust approach to image analysis.
Cancer-Cell-Segmentation-U-Net
Explore my GitHub repository showcasing a custom U-Net architecture tailored for precise segmentation of cancer-causing cells, advancing accurate medical image analysis.
Car-Price-Prediction
Prediction of car prices using linear regression
Charaters_Generator_App
The Font Image Generator App creates diverse character images using various fonts, aiding in dataset creation for machine learning and analysis.
Covid-Detection
The objective for this task is to demostrate the ability to build ML regression and clasification model and evalute its performance by prediting the required features
CovidSql2019-2022
Getting the insights from the Covid Dataset using Sql Query
one-stop-shop
This is a web application created with the idea that, as online shopping websites grow larger local shops find it harder to compete in the market. But local shops has a huge advantage over online website in person experience, immediate purchase means no waiting for product to arrive. only sector it gets hampered is people need to visit to shop to check the availability of the required product and roam over cities to find it. Hence This web application.
Optical-Character-Recognition-OCR-with-Neural-Networks
This project aims to recognize English letters from images using neural networks and custom NumPy logic. The goal is to extract text from images and display it in a web application built with Flask.
Package_Sorting_System
This project implements a Box Condition Prediction system using deep learning algorithms. It includes two trained models: one for detecting the camera angle (orientation) of the box and another for determining whether the box is damaged or not.
Vehicle-Detection
Using YOLOv5 For real time objects detection
Customer_Term_Deposit
The classification goal is to predict if the client will subscribe a term deposit (variable y).
DQN
Coding Demos from the School of AI's Move37 Course
IndianFoodDatasetGeneration
6000+ Indian Food Recipes Dataset created by crawling, scraping, cleaning and transforming content on https://www.archanaskitchen.com/
Python-Games
A collection of small python games made by me using pygame and tkinter libraries
Pytorch-for-DL
Learning
vercel-fastapi-deployment
testing out vercel deployment