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Alex's github stats

Deep Learning

  • TAMPAR: Tampering detection for parcel logistics from our WACV '24 paper "TAMPAR: Visual Tampering Detection for Parcel Logistics in Postal Supply Chains"
  • CubeRefine R-CNN: architecture for 3D Reconstruction for potentially damaged parcels from our CVPRW '23 paper "Parcel3D: Shape Reconstruction From Single RGB Images for Applications in Transportation Logistics"
  • lanelet2anchors: pip package for the generation of diverse map-based anchor paths from our CVPRW' 23 paper "Lanelet2 for nuScenes: Enabling Spatial Semantic Relationships and Diverse Map-based Anchor Paths"
  • Repos of paper "Scrape, Cut, Paste and Learn: Automated Dataset Generation Applied to Parcel Logistics"
  • Minimal template for publishing research code
  • Code of paper "Refined Plane Segmentation for Cuboid-Shaped Objects by Leveraging Edge Detection"
  • Allocentric vs. egocentric pose of an object Colab

Web Development

Other

  • yaml2pyclass: Code generator that produces a Python class from a YAML input file as pip package
  • pdf-link-checker: Github Action and CLI tool to automatically check all links in a PDF for dead or broken links
  • latex-devcontainer: Hassle-free usage of LaTeX in VS Code using Devcontainer
  • Easy usage of shortcuts for Windows with AutoHotKey
  • Scripts to automatically map a specific CUDA version to a Conda Python environment
  • Extension to the standard Python logging package which facilitates tracking with Git and provides decorators for messages

Alex Naumann's Projects

ai_chat_mate icon ai_chat_mate

4/13 hackathon on LLM agents @AGI-House: Personal AI Assistant based on Chat GPT for Telegram/Web for hackathon project evaluation.

allocentric_vs_egocentric_pose icon allocentric_vs_egocentric_pose

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.

arasgungore-cv icon arasgungore-cv

Example project to show usage of https://github.com/a-nau/latex-devcontainer

autohotkey-gui-and-commands icon autohotkey-gui-and-commands

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.

brepnet icon brepnet

BRepNet: A topological message passing system for solid models

conference-deadlines icon conference-deadlines

:alarm_clock: AI conference deadline countdowns + Calendar overview with deadlines and conference dates.

cuberefine-r-cnn icon cuberefine-r-cnn

Code for the CubeRefine R-CNN model of our CVPRW '23 paper "Parcel3D: Shape Reconstruction From Single RGB Images for Applications in Transportation Logistics".

cv-in-logistics icon cv-in-logistics

Literature review website for our paper "Literature Review: Computer Vision Applications in Transportation Logistics and Warehousing".

cvpr-latex-template icon cvpr-latex-template

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`

image-selection-and-cnn-training icon image-selection-and-cnn-training

Preprocessing of scraped image data (background removal, cropping, ...) and training and evaluation pipeline for a simple CNN using Detectron2.

latex-devcontainer icon latex-devcontainer

Devcontainer for using LaTeX in VS Code with auto-formatting and one-click arXiv export and link check.

logging-extended icon logging-extended

Extension to the standard Python logging package. Facilitates tracking with Git and provides decorators for messages.

markdownslides icon markdownslides

A "markdown-first" approach for generating beautiful browser-based slides easily. Based on Reveal.js and Reveal-Jekyll.

parcel2d icon parcel2d

Project page for the ICMLA 2022 Paper "Scrape, Cut, Paste and Learn: Automated Dataset Generation Applied to Parcel Logistics".

parcel3d icon parcel3d

Project page for the CVPRW 2023 Paper "Parcel3D: Shape Reconstruction from Single RGB Images for Applications in Transportation Logistics".

pdf-link-checker icon pdf-link-checker

Github Action and CLI tool to automatically check all links in a PDF for dead or broken links.

plane-segmentation-refinement icon plane-segmentation-refinement

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".

python-cuda-envs icon python-cuda-envs

Script to automatically map a specific CUDA version to a Conda Python environment.

pytorch3d icon pytorch3d

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

synthetic-dataset-generation icon synthetic-dataset-generation

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.

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