Sam Zhong's Projects
[ICIP 2023] ArtiFact: A Large-Scale Dataset with Artificial (Fake) and Factual (Real) Images for Generalizable and Robust Synthetic Image Detection
Azure Cosmos DB + Azure OpenAI Python Developer Guide
Using C++ to implement the Chess Game
This repository contains a compiler for the WLP4 language, which is a simplified version of C. WLP4 stands for โWaterloo, Language, Plus, Pointers, Plus, Procedures.โ The compiler is implemented in C++ and consists of several components to handle different stages of the compilation process, including scanning, parsing, type checking, and code gen
Distributed Denial of Service (DDoS) attacks are significant threats to the stability and reliability of online services. Detecting and mitigating these attacks is crucial to maintaining the integrity of networks and services. This project focuses on classifying DDoS attacks using various machine learning models.
This projects aims in detection of video deepfakes using deep learning techniques like RestNext and LSTM. We have achived deepfake detection by using transfer learning where the pretrained RestNext CNN is used to obtain a feature vector, further the LSTM layer is trained using the features. For more details follow the documentaion.
Fin4All is an all-in-one investment assistant that democratizes access to real-time stock analysis, sentiment-driven insights, and personalized investment recommendations for investors of all experience levels.
Using an AI to play the game of flappy bird using Python and the module NEAT - python.
My Personal Portfolio Website - V1
Collection of LeetCode questions to ace the coding interview! - Created using [LeetHub](https://github.com/QasimWani/LeetHub)
Automatically sync your leetcode solutions to your github account - top 5 trending GitHub repository
MediaShieldAI is an advanced tool designed to detect AI-generated images and videos (deepfakes) using sophisticated machine learning techniques. The goal is to create a robust system that can analyze media files, determine their authenticity, and provide confidence scores to users.
The task was to develop a MIPS CPU simulator, using C++
MIPS simulator in C++
ไฝฟ็จ NextJS + Notion API ๅฎ็ฐ็๏ผๆฏๆๅค็ง้จ็ฝฒๆนๆก็้ๆๅๅฎข๏ผๆ ้ๆๅกๅจใ้ถ้จๆงๆญๅปบ็ฝ็ซ๏ผไธบNotionๅๆๆๅไฝ่
่ฎพ่ฎกใ (A static blog built with NextJS and Notion API, supporting multiple deployment options. No server required, zero threshold to set up a website. Designed for Notion and all creators.)
The official Python library for the OpenAI API
Personal portfolio website simulating Ubuntu 20.04, made using NEXT.js & tailwind CSS
Analyzing traffic stops and congestion in American cities, focusing on age groups, times, coordinates, and vehicle types. I use R for data refinement and Excel for visualizing these patterns in detailed graphs.
KIVY projects
๐ฅ The Complete Customizable Software Developer Portfolio Template which lets you showcase your work and provides each and every detail about you as Software Developer.
The personal website/portfolio template by Hashir Shoaib. Built using React and Bootstrap.
Using Python and YOLO to build a deep learning model for analyzing soccer videos, including detecting and tracking players, referees, and the ball, and speed of players.