課程信息
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第 5 門課程(共 5 門)

100% 在線

立即開始,按照自己的計劃學習。

可靈活調整截止日期

根據您的日程表重置截止日期。

中級

完成時間大約為13 小時

建議:11 hours/week...

英語(English)

字幕:英語(English)

您將學到的內容有

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    How to inspect and understand APIs and third party libraries to be used with Python 3

  • Check

    How to apply the Python imaging library (pillow) to open, view, and manipulate images, including cropping, resizing, recoloring, and overlaying text

  • Check

    How to apply the python tesseract (py-tesseract) library with Python 3 in order to detect text in images through optical character recognition (OCR)

  • Check

    How to apply the open source computer vision library (opencv) to detect faces in images, & how to crop and manipulate these faces into contact sheets

第 5 門課程(共 5 門)

100% 在線

立即開始,按照自己的計劃學習。

可靈活調整截止日期

根據您的日程表重置截止日期。

中級

完成時間大約為13 小時

建議:11 hours/week...

英語(English)

字幕:英語(English)

學習Course的學生是

  • Machine Learning Engineers
  • Data Scientists
  • Data Engineers
  • Scientists
  • Research Assistants

教學大綱 - 您將從這門課程中學到什麼

1
完成時間為 6 小時

The Python Imaging Library

10 個視頻 (總計 73 分鐘), 1 個閱讀材料, 1 個測驗
10 個視頻
Welcome to Python Project: pillow, tesseract, opencv3分鐘
Introduction to Jupyter Notebooks6分鐘
How to install Jupyter on Windows (Optional)8分鐘
How to install Jupyter on a Mac (Optional)8分鐘
The Python Runtime Environment4分鐘
Python Imaging Library (PIL)7分鐘
Common Functions in the Python Imaging Library8分鐘
Additional PIL Functions11分鐘
Introduction to Week One Assignment2分鐘
1 個閱讀材料
Syllabus10分鐘
2
完成時間為 2 小時

Tesseract and Optical Character Recognition

6 個視頻 (總計 41 分鐘)
6 個視頻
Open-Source Software4分鐘
The (Py)Tesseract Library7分鐘
More Tesseract11分鐘
Tesseract and Photographs11分鐘
Jupyter Widgets (Optional)3分鐘
3
完成時間為 14 小時

Computer Vision with OpenCV

4 個視頻 (總計 51 分鐘), 4 個閱讀材料, 1 個測驗
4 個視頻
Comparing Image Data Structures12分鐘
OpenCV17分鐘
More Jupyter Widgets (Optional)3分鐘
4 個閱讀材料
Hint 110分鐘
Hint 210分鐘
Hint 310分鐘
Hint 410分鐘
4.2
34 個審閱Chevron Right

來自Python Project: pillow, tesseract, and opencv的熱門評論

創建者 RKMay 5th 2019

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創建者 UAJul 31st 2019

It's very interesting the assignment and the final project. But maybe you should think of changing the Jupiter notebook. It doesn't work correctly very often.

關於 密歇根大学

The mission of the University of Michigan is to serve the people of Michigan and the world through preeminence in creating, communicating, preserving and applying knowledge, art, and academic values, and in developing leaders and citizens who will challenge the present and enrich the future....

關於 Python 3 Programming 專項課程

This specialization teaches the fundamentals of programming in Python 3. We will begin at the beginning, with variables, conditionals, and loops, and get to some intermediate material like keyword parameters, list comprehensions, lambda expressions, and class inheritance. You will have lots of opportunities to practice. You will also learn ways to reason about program execution, so that it is no longer mysterious and you are able to debug programs when they don’t work. By the end of the specialization, you’ll be writing programs that query Internet APIs for data and extract useful information from them. And you’ll be able to learn to use new modules and APIs on your own by reading the documentation. That will give you a great launch toward being an independent Python programmer. This specialization is a good next step for you if you have completed Python for Everybody but want a more in-depth treatment of Python fundamentals and more practice, so that you can proceed with confidence to specializations like Applied Data Science with Python. But it is also appropriate as a first set of courses in Python if you are already familiar with some other programming language, or if you are up for the challenge of diving in head-first....
Python 3 Programming

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