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Hi 👋, I'm Arnab

A passionate Machine Learning Engineer from India

arnabkumarroy02

Connect with me:

arnabkumarroy13   arnab-kumar-roy   arnabkumarroy02   @arnabroy02   arnabroy770/profile

Languages and Tools:

c   cplusplus   firebase   flask   javascript   opencv   pandas   python   pytorch   scikit_learn   seaborn   swift   tensorflow


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arnabkumarroy02

Arnab Kumar Roy's Projects

brain-tumor-detection icon brain-tumor-detection

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.

breast-cancer-classification icon breast-cancer-classification

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.

bright-tool icon bright-tool

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.

cdlab icon cdlab

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.

colordetection icon colordetection

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.

css-gradient icon css-gradient

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.

dsa-geeksforgeeks icon dsa-geeksforgeeks

This is my practice for Data Structures and Algorithms in GeeksforGeeks. All the questions are solved in C++.

face-recognition-attendance icon face-recognition-attendance

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.

facial-recognition-with-tensorflow icon facial-recognition-with-tensorflow

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.

fer-emotion-classification icon fer-emotion-classification

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.

gnn-recomender-system icon gnn-recomender-system

This project is a simple recommendation system made using PyG. This uses Graph Neural Network (GNN) to recommend.

hand-tracking-module icon hand-tracking-module

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.

histopathological-cancer-detection icon histopathological-cancer-detection

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.

image-caption-generator icon image-caption-generator

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.

image-search-engine icon image-search-engine

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.

islab icon islab

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.

learn-git icon learn-git

This repository is a practice repo. Mostly to learn about git and its functionalities. Hope I can update it everyday.

log-analysis icon log-analysis

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.

low-light-enhancement icon low-light-enhancement

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.

mlx-benchmark icon mlx-benchmark

Benchmark of Apple's MLX operations on all Apple Silicons (GPU, CPU) + MPS and CUDA.

mlx-gcn icon mlx-gcn

MLX implementation of GCN, with benchmark on MPS, CUDA and CPU (M1 Pro, M2 Ultra, M3 Max).

movie-recommendation-system icon movie-recommendation-system

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.

multiclass-brain-tumor-detection icon multiclass-brain-tumor-detection

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).

oibsip icon oibsip

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.

opencv-gpu-setup icon opencv-gpu-setup

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.

phishing-attack-detection icon phishing-attack-detection

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.

progress-clock icon progress-clock

This project is a Progress Clock made with HTML, CSS and JavaScript. It checks for hardware time and sync the clock based on that.

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