scorecardresearch
Naukri Learning > Data Science & Analytics > Data Analysis >

Python for Computer Vision with OpenCV and Deep Learning

Python for Computer Vision with OpenCV and Deep Learning

1 Students
210 Views

₹12,800  ₹451  97% OFF

Buy Now

Course Highlights

  • Compatible on Mobile and TV

  • Earn a Cerificate on successful completion

  • Get Full Lifetime Access

  • Course Instructor | Jose Portilla

Mode of learning: Online self study

Course Overview

Who should do this course ?
  • Python Developers interested in Computer Vision and Deep Learning. This course is not for complete python beginners.

What are the course deliverables ?
  • Understand basics of NumPy

  • Manipulate and open Images with NumPy

  • Use OpenCV to work with image files

  • Use Python and OpenCV to draw shapes on images and videos

  • Perform image manipulation with OpenCV, including smoothing, blurring, thresholding, and morphological operations.

  • Create Color Histograms with OpenCV

  • Open and Stream video with Python and OpenCV

  • Detect Objects, including corner, edge, and grid detection techniques with OpenCV and Python

  • Create Face Detection Software

  • Segment Images with the Watershed Algorithm

  • Track Objects in Video

  • Use Python and Deep Learning to build image classifiers

  • Work with Tensorflow, Keras, and Python to train on your own custom images.

More about this course
  • Welcome to the ultimate online course on Python for Computer Vision! This course is your best resource for learning how to use the Python programming language for Computer Vision. We'll be exploring how to use Python and the OpenCV (Open Computer Vision) library to analyze images and video data. The most popular platforms in the world are generating never before seen amounts of image and video data. Every 60 seconds users upload more than 300 hours of video to Youtube, Netflix subscribers stream over 80,000 hours of video, and Instagram users like over 2 million photos! Now more than ever its necessary for developers to gain the necessary skills to work with image and video data using computer vision. Computer vision allows us to analyze and leverage image and video data, with applications in a variety of industries, including self-driving cars, social network apps, medical diagnostics, and many more. As the fastest growing language in popularity, Python is well suited to leverage the power of existing computer vision libraries to learn from all this image and video data. In this course we'll teach you everything you need to know to become an expert in computer vision! This $20 billion dollar industry will be one of the most important job markets in the years to come. We'll start the course by learning about numerical processing with the NumPy library and how to open and manipulate images with NumPy. Then will move on to using the OpenCV library to open and work with image basics. Then we'll start to understand how to process images and apply a variety of effects, including color mappings, blending, thresholds, gradients, and more. Then we'll move on to understanding video basics with OpenCV, including working with streaming video from a webcam. Afterwards we'll learn about direct video topics, such as optical flow and object detection. Including face detection and object tracking. Then we'll move on to an entire section of the course devoted to the latest deep learning topics, including image recognition and custom image classifications. We'll even cover the latest deep learning networks, including the YOLO (you only look once) deep learning network. This course covers all this and more, including the following topics: NumPy Images with NumPy Image and Video Basics with NumPy Color Mappings Blending and Pasting Images Image Thresholding Blurring and Smoothing Morphological Operators Gradients Histograms Streaming video with OpenCV Object Detection Template Matching Corner, Edge, and Grid Detection Contour Detection Feature Matching WaterShed Algorithm Face Detection Object Tracking Optical Flow Deep Learning with Keras Keras and Convolutional Networks Customized Deep Learning Networks State of the Art YOLO Networks and much more! Feel free to message me on Udemy if you have any questions about the course! Thanks for checking out the course page, and I hope to see you inside! Jose

Curriculum (102 Chapters)

    Buy Now

    Reviews

    Average Rating

    4.6
    Write a Review

    Frequently Asked Questions

    How can I take this course?
    This course is delivered by an instructor through online videos and other documents only. You will be redirected to our partner site for making the payment and then accessing this course. You do not have to go to any classroom in any place for taking this course. You need an internet connection and a computer/laptop/mobile/tablet only.
    Is there a specific time within which I should complete my courses?
    Courses do not expire, and therefore, there is no time frame to complete your courses. Once you purchase this course, you can view it as many times as you want. You can do the course as fast or slow as you want. You can also view it from any machine in the world, whenever you want - forever.
    Do I get a certificate on taking this course?
    On completing the course, you will get a course completion certificate from Udemy.
    Do I get a refund in case I do not like this course?
    We have 7 days exchange policy. Please send email to services@naukri.com in case you have any issues related to the courses you have purchased. We don’t provide any refunds. Please inform about course(s) that you want in exchange of the ones purchased earlier and our support team will help you. This policy will not be applicable if the participant has accessed more than 30% of the e-Learning content or has attended more than 1 class. Applicable only through courses purchased through Naukri Learning. For others, please contact the course provider directly.
    I have some other question. Where can I get help?
    Please send email to e-learning@naukri.com or call our toll-free number 1800-103-4702.
    CompareRemove All
    Browse Category
    0

    Buy Safely with Naukri.com
    We support secure payment methods

    Disclaimer

    While Naukri Learning services have helped many customers over the years, we do not guarantee any interview calls or assure any job offers with any of our services.
    The services associated with Naukri Learning are only provided through the website Naukri.com. You are advised to be cautious of calls/emails asking for payment from other web sites that claim to offer similar services under the name of Naukri.com. We have no associates/agents other than the partner sites that have been specifically named on the homepage of the website Naukri.com. We also recommend that you Security Guidelines and Terms and Conditions