Marvin Framework for Image and Video Processing培訓

課程代碼

marvin

課程時長

14 時間: 同常來說包括休息是 2天

最低要求

  • Basic understanding of image and video processing.
  • Java programming experience.

Audience

  • Software developers wishing to utilize a rich, plug-in based open-source framework to create image and video processing applications

概觀

Marvin是一個用Java開發的可擴展,跨平台,開源的圖像和視頻處理框架。開發人員可以使用Marvin來處理圖像,從圖像中提取特徵以進行分類任務,通過算法生成圖形,處理視頻文件數據集以及設置單元測試自動化。

Marvin的一些視頻應用包括濾波,增強現實,物體跟踪和運動檢測。

在這個以講師為主導的實踐課程中,學員將學習圖像和視頻分析的原理,並利用Marvin框架及其圖像處理算法構建自己的應用程序。

課程格式

  • 首先介紹了圖像分析,視頻分析和Marvin框架的基本原理。為學生提供基於項目的任務,使他們能夠練習所學的概念。在課程結束時,參與者將使用Marvin框架和庫開發自己的應用程序。

Machine Translated

課程簡介

Introduction to Marvin

Downloading and Installing Marvin

Setting up an Eclipse Development Environment

The Three Layers of the Marvin Architecture

  • Framework
  • Plug-ins
  • Applications

Components and Libraries

Image Processing in Marvin

Video Processing in Marvin

Multi-Threading in Marvin

Unit Testing in Marvin

Working with MarvinEditor

Creating an Application with Marvin

Working with Plug-ins

Testing the Application

Video Applications

  • Video filtering
  • Image subtraction and combination
  • Tracking
  • Face features detection
  • Real time tracking of multiple blobs
  • Partial shape matching
  • Skin-colored pixels detection

Using Marvin Framework for Test Automation

Extending the Framework

Contributing to the Project

Summary and Conclusion

促銷課程

訂閱促銷課程

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