Alex Naumann's Projects
4/13 hackathon on LLM agents @AGI-House: Personal AI Assistant based on Chat GPT for Telegram/Web for hackathon project evaluation.
This short notebook visualizes and briefly explains the difference between the allocentric and the egocentric pose of an object, as used frequently in machine learning papers.
Example project to show usage of https://github.com/a-nau/latex-devcontainer
Easy usage of shortcuts for Windows with AutoHotKey. Contains a GUI for quick access to search, folders and more. Complemented with shortcuts for applications and window management.
Curated list of LaTeX awesomeness
BRepNet: A topological message passing system for solid models
:alarm_clock: AI conference deadline countdowns + Calendar overview with deadlines and conference dates.
Selenium based web crawler that checks the availability of COVID19 vaccination appointments for Saarland, Germany
Code for the CubeRefine R-CNN model of our CVPRW '23 paper "Parcel3D: Shape Reconstruction From Single RGB Images for Applications in Transportation Logistics".
Literature review website for our paper "Literature Review: Computer Vision Applications in Transportation Logistics and Warehousing".
Extended LaTeX template for CVPR/ICCV papers using VS Code Devcontainer for a hassle-free setup. For usage and features check `a-nau/latex-devcontainer`
FreeCAD compile without GUI
website of E2EAD
Web application to automatically scrape images from Google, Bing, Baidu and Yahoo.
Preprocessing of scraped image data (background removal, cropping, ...) and training and evaluation pipeline for a simple CNN using Detectron2.
Devcontainer for using LaTeX in VS Code with auto-formatting and one-click arXiv export and link check.
Extension to the standard Python logging package. Facilitates tracking with Git and provides decorators for messages.
A "markdown-first" approach for generating beautiful browser-based slides easily. Based on Reveal.js and Reveal-Jekyll.
Project page for the ICMLA 2022 Paper "Scrape, Cut, Paste and Learn: Automated Dataset Generation Applied to Parcel Logistics".
Project page for the CVPRW 2023 Paper "Parcel3D: Shape Reconstruction from Single RGB Images for Applications in Transportation Logistics".
Template to create and host a simple password-protected website with Github Pages.
Github Action and CLI tool to automatically check all links in a PDF for dead or broken links.
Segment cuboid-shaped objects (e.g. parcels) without any task specific training data. Code from ICMLA 2020 paper "Refined Plane Segmentation for Cuboid-Shaped Objects by Leveraging Edge Detection".
Script to automatically map a specific CUDA version to a Conda Python environment.
Deep Learning (with PyTorch)
PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
Password protect a static HTML page
Easily create an instance segmentation dataset from an existing pool of objects of interest, distractor objects and background images. Easy configuration, diverse image compositions, multiple blending methods, Dockerized.