This is a repository to learn and get more computer vision skills, make robotics projects integrating the computer vision as a perception tool and create a lot of awesome advanced controllers for the robots of the future.

Overview

THE COMPUTER VISION DOJO

This repository was created to learn and gain new knowledge about computer vision and all its possible applications in the field of robotics and smart systems.

SOFTWARE DEPENDENCIES 💻

PYTHON DEPENDENCIES

  • Python
    Python is a programming language that lets you work quickly and integrate systems more effectively.

  • OpenCV
    OpenCV (Open Source Computer Vision Library) is a library of programming functions mainly aimed at real-time computer vision.

  • Numpy
    Numpy is a general-purpose array-processing package. It provides a high-performance multidimensional array object, and tools for working with these arrays. It is the fundamental package for scientific computing with Python.

  • Matplotlib
    Matplotlib is a comprehensive library for creating static, animated, and interactive visualizations in Python.

C++ DEPENDENCIES

  • Microsoft C++ Build Tools
    The Microsoft C++ Build Tools provides MSVC toolsets via a scriptable, standalone installer without Visual Studio. Recommended if you build C++ libraries and applications targeting Windows from the command-line (e.g. as part of your continuous integration workflow). Includes tools shipped in Visual Studio 2015 Update 3, Visual Studio 2017 version 15.9, and all major updates to Visual Studio 2019 (v16.x).
  • OpenCV
    OpenCV (Open Source Computer Vision Library) is a library of programming functions mainly aimed at real-time computer vision.
  • cmake
    CMake is an open-source, cross-platform family of tools designed to build, test and package software.

AUTHOR

Elkin Javier Guerra Galeano

Student of Mechatronics Engineering at EIA University, excited for integrating Software and Hardware systems.
He is curious about Control Theory and implementing Robotics Solutions with different math designs.
He has skills with problem-solving for real-life applications. He is passionate about building knowledge from a theory-practice approach.

Owner
Elkin Javier Guerra Galeano
B.S. Mechatronics Engineering @EIA-University || Software Robotics || Machine Learning || Artificial Intelligent (AI) || Amazon Web Services (AWS)
Elkin Javier Guerra Galeano
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Code for CVPR 2022 paper "SoftGroup for Instance Segmentation on 3D Point Clouds"

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Some codes from PyImageSearch course's and external projects.

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Python bindings for JIGSAW: a Delaunay-based unstructured mesh generator.

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Code for the AAAI 2018 publication "SEE: Towards Semi-Supervised End-to-End Scene Text Recognition"

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Generic framework for historical document processing

dhSegment dhSegment is a tool for Historical Document Processing. Its generic approach allows to segment regions and extract content from different ty

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virtual mouse which can copy files, close tabs and many other features !

AI Virtual Mouse Controller Developed an AI-based system to control the mouse cursor using Python and OpenCV with the real-time camera. Fingertip loca

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Source Code for AAAI 2022 paper "Graph Convolutional Networks with Dual Message Passing for Subgraph Isomorphism Counting and Matching"

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