Hasnain Naeem's repositories
Violence-Detection-in-Videos
Violence detection in videos using Deep Learning (CNNs + LSTMs). 98.5% video accuracy and 97.81% frame level accuracy (with threshold=3) was achieved through the proposed model by Joshua on HockeyFight dataset. Joshua's project was extended with real-time predictions on video feed coming from camera. Moreover, notebook is added to easily setup and run code on Google Colab.
Gunshot-Detection-in-Audio
Audio classification deep learning model using TensorFlow 2.0 to detect Gunshots. 97.5% test set accuracy and 99% training set accuracy was achieved on Binary-Urban8K. This work was done during my summer internship at TUKL-NUST lab.
Product-Manager
NodeJS powered product managing website created for learning purposes. It has admin, buyer and seller panels created using ExpressJS on server-side and Jquery for client-side.
DSA-Assignments-Labs
DSA Labs & Assignments
End-to-End-Autopilot-Steering-Model
Implementation of end to end steering model using deep learning (https://arxiv.org/pdf/1604.07316.pdf)
AdvancedProgramming
This repo contains the assignments, labs, & projects completed in Advanced Programming course. Technologies used; Javascript, Node.js, React, React Native and bunch of other frameworks.
ImageProcessing
Digital image processing labs & projects implemented from scratch as well as using OpenCV 4. 🔥
Todofy-meteor-react-app
An elegant, reponsive, and simple yet powerful app supporting synchronization of todos across the team.
Anomaly-Detection-in-Network-Connections
KNN clustering to find potentially anomalous connections amongst 4.9 million data points, implemented using Spark & MLlib.
Artificial-Intelligence-Coursework
Artificial Intelligence labs & assignments implemented mostly from scratch as well as using scikit-learn. This work was done during bachelor's degree at SEECS, NUST.
COVID19_Insights
Analysis of COVID19 data from JHU
Decaf-Lexer-Parser
Lexer & parser development using Antlr4 for a programming language named "Decaf". "Theory of Automata & Formal Languages" course concepts were applied in this project.
Folder-Structure-Conventions
Folder / directory structure options and naming conventions for software projects
Networking-Labs
Computer networks labs using C & Wireshark.
PlotPricePrediction
This repo contains the analysis & visualization of a dataset containing the prices & other attributes of plots in Pakistan. This contribution was made to a project at TUKL-NUST Research & Development Lab, during my internship.
pytorchalfi
Application Level Fault Injection for Pytorch
responsive-portfolio-website-Ansel
Create a Responsive Personal Portfolio Website Using HTML CSS & JavaScript
the-algorithm
Source code for Twitter's Recommendation Algorithm