Code Monkey home page Code Monkey logo

Michael Kim's Projects

ego-lane-fitting-pointclouds icon ego-lane-fitting-pointclouds

This is the short, personal project. The goal of this project is to detect the ego lane markings and conduct polynomial fitting with small LiDAR point cloud. Due to lack of data, implementing Deep learning techniques is inappropriate; therefore, I wrote the source codes that cover from point cloud pre-processing to lane extraction algorithms using DBSCAN clustering & RANSAC algorithms.

espcn_pytorch icon espcn_pytorch

Implemented ESPCN with Pytorch from scratch & trained with custom dataset / Test with low-resolution video

ow-champ-classification icon ow-champ-classification

Implement transfer learning of pre-trained Resnet50 architecture for the image classification of OW champions

ray icon ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.

srcnn_pytorch icon srcnn_pytorch

Implemented SRCNN with Pytorch from scratch & trained with custom dataset

yolov3 icon yolov3

Implement YOLOv3 object detection with OpenCV

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.