Projects in Awesome Lists by MuhammadShavaiz
A curated list of projects in awesome lists by MuhammadShavaiz .
https://github.com/muhammadshavaiz/spam_or_ham_emaildetection
The Spam Email Detection project uses Scikit-learn and Pandas to classify emails as spam or not, leveraging a dataset of 5,000 emails. It demonstrates practical statistical analysis and model training for effective email classification.
csv naive-bayes pandas python random-forest sklearn svm
Last synced: 07 Apr 2025
https://github.com/muhammadshavaiz/gan-digit-generator
This PyTorch-based GAN generates MNIST-like handwritten digits. It features a generator with transposed convolutions to create 28x28 images from noise and a convolutional discriminator to classify images as real or fake. The model trains adversarially using standard GAN loss to improve both generator and discriminator performance.
convolutional-neural-networks gan mnist
Last synced: 28 Feb 2025
https://github.com/muhammadshavaiz/verbanum
VerbaNum is a tool that converts numbers from English words to French using finite state automata (FSA) for processing. It features a Tkinter-based graphical interface for user-friendly interaction. The tool first converts English words to Arabic numerals and then translates them into French.
Last synced: 22 Mar 2025
https://github.com/muhammadshavaiz/ai_learning
Google Colab notebooks showcasing PyTorch implementations and experiments. Covers deep learning techniques, including neural networks and NLP concepts.
deep-learning nlp python pytorch spacy
Last synced: 05 Apr 2025
https://github.com/muhammadshavaiz/semantic-image-segmentation
This repository implements and evaluates SegNet, U-Net, and models from segmentation_models.pytorch for vehicle segmentation using PyTorch. It showcases these models' capabilities in accurately segmenting vehicles in complex scenes, demonstrating cutting-edge deep learning techniques in computer vision
imagesegmentation pytorch segnet unet
Last synced: 28 Feb 2025
https://github.com/muhammadshavaiz/lstm-music-generator
In this project, I have created a LSTM model that predicts/generates music based on the initial notes of time series.
Last synced: 28 Feb 2025
https://github.com/muhammadshavaiz/road_lane-detection-opencv
Real-time Lane Detection: A digital Image Processing project detecting lanes in live video feeds. Utilizes OpenCV & Python for accurate lane identification.
Last synced: 28 Feb 2025
https://github.com/muhammadshavaiz/clothes-generator-gan-s
The Clothes-Generator project uses TensorFlow and GANs to create synthetic clothing images from the Fashion MNIST dataset. Leveraging TensorFlow’s framework, the project explores advanced image synthesis techniques to improve generated image quality.
Last synced: 28 Feb 2025
https://github.com/muhammadshavaiz/shotes-react-django-miniproject
This repository features a Notes App built with React for the frontend and Django for the backend. It includes functionalities for creating, deleting, and automatically saving notes, with support for light and dark modes. It showcases a full-stack approach to modern web development.
Last synced: 28 Feb 2025
https://github.com/muhammadshavaiz/aeon-sentinels-unity-game
A Unity-based tower defense game using C#, ShaderLab, and HLSL. Features dynamic difficulty scaling and single-player mode, utilizing Unity’s physics and rendering systems.
csharp gamedevelopment hlsl shaderlab towerdefense unity
Last synced: 28 Feb 2025
https://github.com/muhammadshavaiz/advanced-data-structues-fifa_dataset
This C++ project showcases efficient data management for FIFA World Cup data from 1930 to 2018. It uses AVL Trees for fast searching, Hash Tables for quick access, and Singly Linked Lists for easy traversal, optimizing both memory usage and retrieval speed.
avl-tree cpp data-structures hashtable linked-list parsing
Last synced: 28 Feb 2025
https://github.com/muhammadshavaiz/portfolio
This repository hosts a portfolio website built with React, HTML, CSS, and JavaScript, and deployed via GitHub Pages. It highlights modern web development skills and practices, featuring clean code and effective deployment strategies.
css githubdeployment html javascript react
Last synced: 28 Feb 2025
https://github.com/muhammadshavaiz/muhammadshavaiz
Config files for my GitHub profile.
Last synced: 28 Feb 2025
https://github.com/muhammadshavaiz/hand-sketch-recognition--inceptionv3
The Hand Drawn Sketch Classification project uses PyTorch to classify hand-drawn sketches. It evaluates model Inception_v3, with Inception_v3 achieving the highest accuracy of 57%. The repository features scripts for dataset management, model training, and evaluation.
inception-v3 matplotlib numpy pandas python pytorch
Last synced: 28 Feb 2025