舉報

會員
The Computer Vision Workshop
最新章節:
8. OpenVINO with OpenCV
ComputerVision(CV)hasbecomeanimportantaspectofAItechnology.Fromdriverlesscarstomedicaldiagnosticsandmonitoringthehealthofcropstofrauddetectioninbanking,computervisionisusedacrossalldomainstoautomatetasks.TheComputerVisionWorkshopwillhelpyouunderstandhowcomputersmastertheartofprocessingdigitalimagesandvideostomimichumanactivities.StartingwithanintroductiontotheOpenCVlibrary,you’lllearnhowtowriteyourfirstscriptusingbasicimageprocessingoperations.You’llthengettogripswithessentialimageandvideoprocessingtechniquessuchashistograms,contours,andfaceprocessing.Asyouprogress,you’llbecomefamiliarwithadvancedcomputervisionanddeeplearningconcepts,suchasobjectdetection,tracking,andrecognition,andfinallyshiftyourfocusfrom2Dto3Dvisualization.ThisCVcoursewillenableyoutoexperimentwithcameracalibrationandexplorebothpassiveandactivecanonical3Dreconstructionmethods.Bytheendofthisbook,you’llhavedevelopedthepracticalskillsnecessaryforbuildingpowerfulapplicationstosolvecomputervisionproblems.
目錄(53章)
倒序
- 封面
- 版權信息
- Preface
- 1. Basics of Image Processing
- Introduction
- NumPy Arrays
- Pixels in Images
- Introduction to OpenCV
- Summary
- 2. Common Operations When Working with Images
- Introduction
- Geometric Transformations
- Image Arithmetic
- Binary Images
- Summary
- 3. Working with Histograms
- Introduction
- Introduction to Matplotlib
- Histograms with OpenCV
- Summary
- 4. Working with contours
- Introduction
- Contours – Basic Detection and Plotting
- Hierarchy
- Contour Matching
- Summary
- 5. Face Processing in Image and Video
- Introduction
- Introduction to Haar Cascades
- GrabCut Technique
- Summary
- 6. Object Tracking
- Introduction
- Summary
- 7. Object Detection and Face Recognition
- Introduction
- Face Recognition
- Object Detection
- Summary
- 8. OpenVINO with OpenCV
- Introduction
- Exploring the OpenVINO Toolkit
- Model Conversion Using Model Optimizer
- Summary
- Appendix
- 1. Basics of Image Processing
- 2. Common Operations When Working with Images
- 3. Working with Histograms
- 4. Working with contours
- 5. Face Processing in Image and Video
- 6. Object Tracking
- 7. Object Detection and Face Recognition
- 8. OpenVINO with OpenCV 更新時間:2021-06-18 18:20:47
推薦閱讀
- 計算機網絡
- 基于粒計算模型的圖像處理
- Moodle Administration Essentials
- OpenCV實例精解
- Cross-platform Desktop Application Development:Electron,Node,NW.js,and React
- 實用防銹油配方與制備200例
- RTC程序設計:實時音視頻權威指南
- Access 2010數據庫基礎與應用項目式教程(第3版)
- JS全書:JavaScript Web前端開發指南
- Yocto for Raspberry Pi
- 精通Linux(第2版)
- MATLAB for Machine Learning
- MySQL從入門到精通(軟件開發視頻大講堂)
- 第一行代碼 C語言(視頻講解版)
- Python程序設計與算法基礎教程(第2版)(微課版)
- Principles of Strategic Data Science
- NGUI for Unity
- Android 游戲開發大全(第二版)
- Java 9:Building Robust Modular Applications
- 零基礎C語言學習筆記
- Scratch超人漫游記:創意程序設計:STEAM創新教育指南
- C#教程
- 你也能看得懂的Python算法書
- 零基礎學Python爬蟲、數據分析與可視化從入門到精通
- PHP程序員面試筆試寶典
- 虛擬化工程師運維實戰:VMware服務器虛擬化+Citrix桌面/應用虛擬化+Veeam備份+Zabbix監控
- 實戰Python設計模式:可復用面向對象軟件開發實踐
- Python青少年編程魔法課堂:案例+視頻教學版
- Scala for Data Science
- Hands-On Deep Learning with TensorFlow