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pytorch-deep-learning's Introduction

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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

pytorch-deep-learning's People

Contributors

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