Coder Social home page Coder Social logo

icv_assignments's Introduction

ICV assignments

北京大学计算机视觉导论课程作业存档

Assignment 1

  • 卷积操作× numpy练习√
  • Canny 边缘检测算法
  • Harris 角点检测算法
  • RANSAC算法用于平面拟合
  • MLP的反向传播

Assignment 2

  • Batch normalization
  • CNN搭建、训练、调参，数据扩充
  • 相机校准

Assignment 3

  • Backprojection: 从2D深度图像恢复3D点云
  • 从 mesh 中采样得到 point cload
    • uniform sampling
    • farthest point sampling
    • 计算 Chamfer distance(CD) & earth move distance(EMD)
  • Marching cube算法: 从 signed distance field(SDF) 建立 mesh
  • PointNet: 搭建网络，完成 PC 的 classification & segmentation 任务
  • Mask RCNN: 构建多图形数据集，训练，写 mAP 计算过程，在单图形数据上测试

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.