ACM Research (ACM-Research)

ACM Research

ACM-Research

Geek Repo

Providing a structured research environment by guiding undergraduate students through semester-long Computer Science research projects.

Location:UT Dallas (Richardson, TX)

Home Page:http://acmutd.co/research

Github PK Tool:Github PK Tool

ACM Research's repositories

targeted-password-guesses

We refined a GPT-3 model on Wattpad user account data to generate targeted password guesses automatically.

Language:Jupyter NotebookStargazers:70Issues:7Issues:1

interactive-game-development

Machine learning techniques are becoming increasingly popular in the field of human-computer interaction. With this in mind, participants will program their own version of the web-based video game "Slither.io" but controlled using hand gestures through a computer webcam, rather than a keyboard like the original game. To achieve this, they will design and train a deep neural network that translates the position of the gamer's hand into game controls.

Language:Jupyter NotebookStargazers:4Issues:2Issues:0

ROVer-Optometry-Underwater-Object-Detection

The members in this team will learn the basics of image classification to then be immediately thrown into the ringer to train a model that can detect certain types of objects under various measures of turbid water by utilizing CNNs (Convolutional neural networks) such as YOLO or MobileNet.

Agent-Chase

A game where one player tries to stop another from reaching the goals. This is meant to be a project demonstrating a genetic algorithm that succeeds for both players.

Language:PythonStargazers:2Issues:2Issues:0

explainable-artificial-intelligence

“Explainable AI” (XAI) is a hot topic in the machine learning research space, and for good reason: it allows researchers to get a glimpse into the once black-box algorithms that increasingly govern our digital lives. XAI is about understanding the predictions and reasoning that AI systems use.

Language:PythonStargazers:2Issues:1Issues:0

finding-security-vulnerabilities

You will learn the basics of cybersecurity penetration testing and put your hacking skills to the test: our team will work together to find security vulnerabilities in a pre-existing, real-world, open-source software project. The ultimate goal is to be able to demonstrate a significant vulnerability and submit a pull request to patch it.

Language:Jupyter NotebookStargazers:2Issues:1Issues:0
Language:Jupyter NotebookStargazers:2Issues:1Issues:0

CarpusFractureDiagnosticsYOLOv7-Public

Diagnosing wrist fractures requires specialized training. We will use leading computer vision algorithms for automated fracture detection.

Language:Jupyter NotebookStargazers:1Issues:2Issues:0

coding-challenge-2023-spring

Coding challenge for applications to ACM Research's Spring 2023 semester.

Conceal-and-Reveal

Exploring Image Steganography and Steganalysis in a semester-long student led and professor advised research project in ACM Research.

Language:Jupyter NotebookStargazers:1Issues:1Issues:0

nerf-or-nothing

This is the public GitHub repo for ACM Research's NeRF or Nothing research project in Spring 2023.

Language:PythonStargazers:1Issues:1Issues:0
Language:Jupyter NotebookStargazers:0Issues:1Issues:0
Stargazers:0Issues:1Issues:0
Stargazers:0Issues:1Issues:0
Language:JavaScriptStargazers:0Issues:1Issues:0

AuditoryUnveil-DecodingEmotionsInSpeech

Uses audio analysis along with a Convolutional Neural Network model to detect emotions in speech.

Language:Jupyter NotebookStargazers:0Issues:1Issues:5
Language:Jupyter NotebookStargazers:0Issues:1Issues:0
Language:Jupyter NotebookStargazers:0Issues:1Issues:0
Stargazers:0Issues:1Issues:0
Stargazers:0Issues:1Issues:0
Language:Jupyter NotebookStargazers:0Issues:1Issues:0

Taming-The-Tornado

SCALES: Smart Contract Attacks Leveraging Ethereum and Solidity

Language:JavaScriptLicense:GPL-3.0Stargazers:0Issues:2Issues:0