Detailed Course Curriculum
Lesson by lesson
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Welcome to the Computer Vision for Autonomous Vehicles program
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How to use Discussions option
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Course access duration
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Piracy & infringement warning
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1_Introduction
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2_What is Python ?
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3_Is Python really needed ?
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4_Installation
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5_Jupyter Notebook
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6_Your First Code
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7_Lab: Your First Code
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8_Data types
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9_Lab: Data types
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10_Operations
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11_Lab: Operations
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12_Type Conversion
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13_ Lab: Type Conversion
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14_Input statement
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15_Lab: Input statement
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16_IF
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17_else
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18_Lab: If else
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19_While
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20_ break and continue
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21_Lab: While, break and continue
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22_Functions
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23_Lab: Function
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24_for loop
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25_Lab: for loop
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26_Practice
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1_List
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2_Lab: List
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3_Slicing
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4_Lab: Slicing
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5_Dictionaries
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6_Lab: Dictionaries
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7_Tuples
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8_Lab: Tuples
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9_Exceptions
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10_Module, Package & Library
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11_Lab: Numpy Part: 1
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12_Lab: Numpy Part: 2
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13_Lab: Numpy Part: 3
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14_Lab: Numpy Part: 4
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Dataset for Pandas
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15_Lab: Pandas Part: 1
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16_Lab: Pandas Part: 2
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17_Lab: Matplotlib
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18_pip
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Introduction to Computer Vision
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Introduction to Camera and Camera Parameters
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Image, Gray Scale Image, RGB Color Space and Image Resolution
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Install OpenCV package
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Computer Vision Basics (Draw Line, Rectangle, Circle and text)
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Computer Vision Basics (Add Images and Bitwise Operation)
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Rotation, Translation and Scale Matrix Theory
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Image Rotation and Translation
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Image Blur and Sharpening Theory
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Blurring and Sharpening Image
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Canny Edge Detection theory
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Canny Edge Detection 1
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Canny Edge Detection 2
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HSV Color Space
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Programming HSV Color format edge detection
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Image Similarity
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Scale Invariant Fourier Transform
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Feature Matching
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Programming Image Similarity 1
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Programming Image Similarity 2
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Programming Image Similarity 3
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Programming Image Similarity 4
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![](https://import.cdn.thinkific.com/212772/courses/1783575/h9kU4v0QQJegqaoIiuLL_Computer%20Vision%20Basics-01%20%281%29.jpg)
About this course
- 91 lessons
- 18.5 hours of video content
- Mentor guided projects
- 4.1 course rating & 1100+ learners
Software tools used
About the Course
Computer vision is an interdisciplinary scientific field that deals with how computers can gain high-level understanding from digital images or videos. From the perspective of engineering, it seeks to understand and automate tasks that the human visual system can do.
Computer vision is a strong tool that may be used in conjunction with a variety of applications and sensing devices to serve a variety of practical use cases. Computer vision technology is used in the Content organization, Text extraction, Augmented reality, Agriculture, Autonomous vehicles, Healthcare, Sports, Manufacturing, Spatial analysis, Face recognition, etc.
The 4-week course will involve you to build real-world applications using Python and computer vision. It will be 100% practical & hands-on oriented content, taught online to meet the industry requirements. Learning this course will give you the opportunity to extend yourself to build any system and take up the projects of your interest.
Start with Python Fundamentals & Motivation to Master Python
Week 1
![](https://import.cdn.thinkific.com/212772%2Fcustom_site_themes%2Fid%2F6htYTHZTRPaa1Uin7atJ_QvECuiBQCqh5O7xDAEs4_D82CEE72_E7DF_40BF_946E_F08B514236EF_jpeg.jpg)
Practice With Examples & Gain Confidence to Start Projects
Week 2
![](https://import.cdn.thinkific.com/212772%2Fcustom_site_themes%2Fid%2F6vwIpG3eRgiusBHWQ8mg_nWqWtNYfRL6crxiTyDGn_D2B81200_77C1_423E_9D24_CDBC8D7E453A_png.png)
Projects
Week 3
![](https://import.cdn.thinkific.com/212772%2Fcustom_site_themes%2Fid%2FeftI0X8yREqFknu7FULp_1_RyrgDlBqNFzVuwvJ35qb1A.png)
Projects
Week 4
![](https://import.cdn.thinkific.com/212772%2Fcustom_site_themes%2Fid%2FwZjwZj1Q7ytI9qnnfG1R_inspection-hero-im.jpg)
Projects
Edge Detection:
![](https://import.cdn.thinkific.com/212772%2Fcustom_site_themes%2Fid%2FMX0LK6VQaYdZp7MUNIfA_Computer%20Vision.png)
SIFT Image Similarity Analysis:
![](https://import.cdn.thinkific.com/212772%2Fcustom_site_themes%2Fid%2Fk83EjBSxRK3lkst0Z5Mg_SIFT%20Image%20Similarity%20Analysis.png)
Manufacturing Line Inspection:
![](https://import.cdn.thinkific.com/212772%2Fcustom_site_themes%2Fid%2FrhKup5OBTTaVP2qpLzwW_Manufacturing%20Line%20Inspection.jpg)
Fire Detection using Real-Time Video Analysis:
![](https://import.cdn.thinkific.com/212772%2Fcustom_site_themes%2Fid%2F3n9sk6MGRWuM3EvuPesA_WhatsApp%20Image%202022-03-24%20at%206.09.41%20PM.jpeg)