a-nau,Alex Naumann,AlexN4u,github

Hi there 👋

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"
- Dataset Generator: Synthetic instance segmentation dataset generation
- Image Scraping: Image scraping from Google, Bing, Baidu and Yahoo
- CNN Training Detectron2: CNN Training with Detectron2, including Github CI
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

Web Development

aideadlin.es key contributor in collaboration with Papers With Code; maintaining own fork that supports filtering by ranking at deadlines.info
Markdownslides: Markdown-based slides hosted with Github Pages
PPW: Template to create and host a simple password-protected website with Github Pages

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

tampar

Code of our WACV '24 paper "TAMPAR: Visual Tampering Detection for Parcel Logistics in Postal Supply Chains".

trajdata

A unified interface to many trajectory forecasting datasets.

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