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🔭 I’m currently working on Vision Models
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🌱 I’m currently learning GNNs
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👨💻 All of my projects are available at https://arnabkumarroy02.github.io/
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📫 Email [email protected]
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⚡ Fun fact I use Mac BTW
GitHub Streak | GitHub Profile Card |
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Name: Arnab Kumar Roy
Type: User
Twitter: ArnabKumarRoy13
Location: Bongaigaon
🔭 I’m currently working on Vision Models
🌱 I’m currently learning GNNs
👨💻 All of my projects are available at https://arnabkumarroy02.github.io/
📫 Email [email protected]
⚡ Fun fact I use Mac BTW
GitHub Streak | GitHub Profile Card |
---|---|
This project is a Brain Tumor Detector made using Python. This is made on Kaggle platform. This project scans the medical MRIs and detects the presence of tumors in the brain.
This project is a Breast Cancer Classification made using Python on Kaggle. This project checks if the tumor in the breast is benign or malignant.
This is a PyPI Package made for controlling the brightness of the display. This is done by just pinching and spreading the thumb and index fingers.
This repository is my collection of tasks done in the Compiler Design Lab for 7th Semester in SMIT. The questions done in the lab were done in C language.
This project is a Color Picker just like in the software Powertoys. This project is made using Python and returns the color code in RGB format along with the name.
This project is a random CSS gradient generator made using HTML, CSS and JavaScript. This generates new gradients by changing the angle, the colours and the shadow using JS everytime the user clicks the 'Generate' button.
This is my practice for Data Structures and Algorithms in GeeksforGeeks. All the questions are solved in C++.
This project is a Face Recognition Attendance system made with Python GUI. This uses the opencv-python, face-recognition and other libraries to validate the face and stores it in a database in realtime.
This project is a Face Recognition System made using Python. This project uses a Siamese Neural Network implemented with Tensorflow. It uses the LFW dataset in the Kaggle platform.
This project is made using Python with the help of PyTorch. This is a Facial Expression Classification problem where the model needs to classify what emotion is in the image.
This project is an Implementation of the Paper DDAMFN 2023. This is implemented in PyTorch with FER+ and CK+ dataset using the mps device on Apple Silicon.
This project is a simple recommendation system made using PyG. This uses Graph Neural Network (GNN) to recommend.
This project is a Hand Tracking Module made using Python GUI. This uses the opencv-python, mediapipe libraries for hand detection and tracking in the frame. This is just a module and can be used for other applications.
This project is a Cancer Detection model made using Python. This project uses Deep Convolutional Neural Networks to identify the metastatic tissues in histopathologic scans.
This project is a part of the semester long research-based Mini Project under Prof. Mr. Vikas Kumar Singh. This returns textual description or annotations for an input image.
This project is a Image Search Engine study made using Python. This project uses Machine learning to show the contrast of how different search algorithm work in real-time.
This repository is my collection of tasks done in the Intelligent Systems Lab in 7th Semester in SMIT. The questions done in the lab were in Python and we used Jupyter Notebook as IDE.
This repository is a practice repo. Mostly to learn about git and its functionalities. Hope I can update it everyday.
This project is our team effort as a part of the Dell Hack2Hire Hackathon 2022 where we built a log analysis system to detect anomalies in web server logs specifically Hadoop and RHEL server logs.
This project is a Low-light image enhancement instance made using Python with the help of MIRNet. This project uses Machine learning to recover high quality images from their degraded version.
This repository is my learning record on MLOps.
Benchmark of Apple's MLX operations on all Apple Silicons (GPU, CPU) + MPS and CUDA.
MLX implementation of GCN, with benchmark on MPS, CUDA and CPU (M1 Pro, M2 Ultra, M3 Max).
This project is a Movie Recommendation System essentially recommends movies. The 'Top 50' page uses popularity based recommender, while the 'Recommendation' page uses collaborative based recommender to recommend 5 most similar movies based on user input.
This project is a part of our team effort in the Intel oneAPI hackathon to detect various types of Brain Tumor (i.e. in different regions).
This is part of a month long internship programme under Oasis Infobyte. This project consists of 5 tasks and are maintained in 5 separate folders.
This is a setup page for using camera with GPU access. This can be implemented either in a notebook on the cloud or in a local machine.
This project is our submission for the Kavach Hackathon 2023, in which we have created a browser extension that detects the links present in the email and classifies whether they are safe or not.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.