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Joel Bengs's Projects

codepatterns icon codepatterns

Exercises in Object-oriented Modelling and Design, EDAF60, Lund University, Fall 2023.

efficientvit icon efficientvit

EfficientViT is a new family of vision models for efficient high-resolution vision.

excel_application icon excel_application

[Code Patterns & Application Design] A spreadsheet application that mimics the functionality of Microsoft's Excel.

fmsn40linloglabs icon fmsn40linloglabs

Labs in the course FMSN40 Linear and Logistic regression, Lund University

fmsn40project1 icon fmsn40project1

Project 1 in the course FMSN40 Linear and Logisitc regression with data collection

fmsn40project2 icon fmsn40project2

Project 2 in the course FMSN40 Linear and Logistic regression with data collection, Lund University

fq-vit icon fq-vit

[IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer

gauss_newton_optimization icon gauss_newton_optimization

[Optimization Algorithms] Implementation of Nonlinear least square curve fitting using the Gauss-Newton method and Armijio’s line search.

joeys_junkyard_application icon joeys_junkyard_application

[Web] A React website for a car dealership. Built as a case in web development, and to practice implementation of a relational database.

primitive_computer icon primitive_computer

[Code Patterns] - Simple computer, with internal memory and the power to execute the seven basic commands.

road_sign_detection_on_arduino_with_tensorflow icon road_sign_detection_on_arduino_with_tensorflow

[distributed ML] Building a distributed ML model for road sign detection on several arduinos. Challenges include limited memory, limited computing power and limited energy. Final project in the course in ML for IoT.

spotify_application icon spotify_application

[Web] A discography website built on Spotify's API using Angular, TypeScript & the Redux framework NgRx

sql-companalytics icon sql-companalytics

SQL Project in CPSC304 Relational Databases, University of British Columbia.

thegolddigger icon thegolddigger

[Personal Project] - A web scraper originally built to scrape the buy and sell forum on Klocksnack.se, and later expanded to more watch forums

world_happines_modeling icon world_happines_modeling

[Data Analysis] Linear and Logistic regression with data collection, Lund University - Project 2 in the course FMSN40.

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