|
所在平台: Udemy |
课程主页: https://www.udemy.com/course/python-3-image-processing-masterclass/
课程评论：没有评论
Coursera 图像处理 Python 3 入门与精通全课程 本课程旨在帮助学习者精通使用 Python 3 进行图像处理，并掌握 21 世纪最受欢迎的技能之一。课程内容全面且直观，适合初学者、具备 Python 基础者以及希望深入学习 Scikit-image 高级特性的学习者。 课程将教授以下核心内容： * **Python 生态基础：** 涵盖 Python 3、NumPy、Matplotlib 和 Scikit-image 的基础知识。 * **开发环境设置：** 指导在 Windows 和 Raspberry Pi 上安装和配置 Python 3、NumPy、Matplotlib、Jupyter 和 Scikit-image。 * **NumPy 进阶：** 学习 NumPy ndarrays、数组创建、操作、随机数生成、位运算和统计函数。 * **Matplotlib 可视化：** 掌握使用 Matplotlib 进行基本数据可视化。 * **数字图像处理基础：** 介绍数字图像处理的基本概念。 * **Scikit-image 应用：** 深入学习 Scikit-image 的各项功能，包括： * 图像的读取与显示 * 图像形状操作 * 图像变换 * 直方图均衡化 * 阈值处理 * 滤波 * 形态学处理 * 图像增强 * 特征检测 * 图像分割 * 其他杂项图像操作 课程形式以实践为主，提供超过 100 个视频讲座和对应的 Jupyter notebooks，包含 Python 3 代码，方便学习者按照自己的节奏学习。此外，课程还提供 PDF 材料、图像数据集等学习资源，并享有终身访问权限。 学习本课程将帮助您提升职业技能，拓展知识视野，以有趣且实用的方式掌握强大的图像处理能力。
Become a Master in Image Processing with Python 3 and acquire employers' one of the most requested skills of 21st Century! An expert level image processing and computer vision professional can earn minimum $100000 (that's five zeros after 1) in today's economy.This is the most comprehensive, yet straight-forward course for the Image Processing and Computer Vision with Python 3 on Udemy! Whether you have never worked with Image Processing before, already know basics of Python, or want to learn the advanced features of scikit-image with Python 3, this course is for you! In this course we will teach you Scikit-image with Python 3, Jupyter, NumPy, and Matplotlib. (Note, we also provide you PDFs and Jupyter Notebooks in case you need them)With over 100 lectures and more than 12 hours of video this comprehensive course leaves no stone unturned in teaching you Image Processing with Python 3!This course will teach you Image Processing in a very practical manner, with every lecture comes a programming video and a corresponding Jupyter notebook that has Python 3 code! Learn in whatever manner is the best for you!We will start by helping you get Python3, NumPy, matplotlib, Jupyter, and Scikit-learn installed on your Windows computer and Raspberry Pi.We cover a wide variety of topics, including:Basics of Scientific Python EcosystemBasics of Digital Image ProcessingBasics of NumPy and MatplotlibInstallation of Python 3 on WindowsSetting up Raspberry PiTour of Python 3 environment on Raspberry PiJupyter installation and basicsNumPy NdarraysArray Creation RoutinesBasic Visualization with MatplotlibNdarray ManipulationRandom Array GenerationBitwise OperationsStatistical FunctionsBasics Image Processing with NumPy and MatplotlibInstallation of Scikit-imageReading and Displaying ImagesShapesTransformations on imagesHistogram EqualizationThresholdingFilteringMorphologyImproving ImagesFeature DetectionSegmentationMiscellaneous operations on imagesand much more.....You will get lifetime access to over 100 lectures plus corresponding PDFs, Image Datasets, and the Jupyter notebooks for the lectures! So what are you waiting for? Learn Image Processing with Python 3 in a way that will advance your career and increase your knowledge, all in a fun and practical way!
