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MASTER COMPUTER VISION™ OPENCV4 IN PYTHON WITH DEEP LEARNING – Udemy Free Courses Download

Welcome to some of the thorough and effectively taught programs on OpenCV, the place you’ll discover ways to MASTER COMPUTER VISION™ utilizing latest model of OpenCV4 in Python!

 

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You can be studying:

  1. The key ideas of Laptop Imaginative and prescient & OpenCV (utilizing the most recent model OpenCV 4)
  2. To carry out picture manipulations akin to transformations, cropping, blurring, thresholding, edge detection and cropping.
  3. To phase photographs by understanding contours, circle, and line detection. You’ll even discover ways to approximate contours, do contour filtering and ordering in addition to approximations.
  4. Use characteristic detection (SIFT, SURF, FAST, BRIEF & ORB) to do object detection.
  5. Implement Object Detection for faces, individuals & vehicles.
  6. Extract facial landmarks for face evaluation, making use of filters and face swaps.
  7. Implement Machine Studying in Laptop Imaginative and prescient for handwritten digit recognition.
  8. Implement Facial Recognition.
  9. Implement and perceive Movement Evaluation & Object Monitoring.
  10. Use fundamental computational images strategies for Photograph Restoration (remove marks, strains, creases, and smudges from previous broken photographs).
  11. The right way to change into a real pc imaginative and prescient knowledgeable by getting began in Deep Studying ( 3+ hours of Deep Studying with Keras in Python) – MASTER COMPUTER VISION™
  12. The right way to develop Laptop Imaginative and prescient Product Concepts – MASTER COMPUTER VISION™
  13. The right way to carry out Multi Object Detection (90 Object Varieties)
  14. The right way to colorize Black & White Pictures and Video
  15. Neural Model Transfers – Apply the inventive type of Van Gogh, Picasso and others to any picture even your webcam enter
  16. The right way to make your personal Computerized Quantity-Plate Recognition (ALPR
  17. Credit score Card Quantity Identification (Construct your personal OCR Classifier with PyTesseract) – MASTER COMPUTER VISION™

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You’ll even be implementing 21 superior tasks! 

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OpenCV Tasks Embody – MASTER COMPUTER VISION™

  1. Stay Drawing Sketch utilizing your webcam
  2. Figuring out Shapes
  3. Counting Circles and Ellipses
  4. Discovering Waldo
  5. Single Object Detectors utilizing OpenCV
  6. Automobile and Pedestrian Detector utilizing Cascade Classifiers
  7. Stay Face Swapper (like MSQRD & Snapchat filters!!!)
  8. Yawn Detector and Counter
  9. Handwritten Digit Classification
  10. Facial Recognition
  11. Ball Monitoring
  12. Photograph-Restoration
  13. Computerized Quantity-Plate Recognition (ALPR)
  14. Neural Model Switch Mini Challenge
  15. Multi Object Detection in OpenCV (as much as 90 Objects!) utilizing SSD (Single Shot Detector)
  16. Colorize Black & White Pictures and Video

Deep Studying Tasks Embody:

  1. Construct a Handwritten Digit Classifier
  2. Construct a Multi Picture Classifier
  3. Construct a Cats vs Canine Classifier
  4. Perceive how one can increase CNN efficiency utilizing Knowledge Augmentation
  5. Extract and Classify Credit score Card Numbers

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What earlier college students have stated: 

“I’m amazed on the prospects. Very academic, studying greater than what I ever thought was doable. Now, having the ability to truly use it in a sensible objective is intriguing… way more to study & apply”

 

“Extraordinarily effectively taught and informative Laptop Imaginative and prescient course! I’ve trawled the online in search of Opencv python tutorials assets however this course was by far the most effective amalgamation of related classes and tasks. Cherished among the tasks and had a number of enjoyable tinkering them.”

“Superior teacher and course. The explanations are very easy to grasp and the supplies are very simple to comply with. Undoubtedly a extremely good introduction to picture processing.”

“I’m extraordinarily impressed by this course!! I believe that is by far the most effective Laptop Imaginative and prescient course on Udemy. I’m a university pupil who had beforehand taken a Laptop Imaginative and prescient course in undergrad. This 6.5 hour course blows away my school class by miles!!”

“Rajeev did an important job on this course. I had no concept how pc imaginative and prescient labored and now have a superb basis of ideas and data of sensible functions. Rajeev is obvious and concise which helps make an advanced topic simple to understand for anybody wanting to begin constructing functions.”

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Why Study Laptop Imaginative and prescient in Python utilizing OpenCV?

Laptop imaginative and prescient functions and expertise are exploding proper now! With a number of apps and industries making superb use of the expertise, from billion greenback apps akin to Pokémon GO, Snapchat and up and coming apps like MSQRD and PRISMA.

Even Fb, Google, Microsoft, Apple, Amazon, and Tesla are all closely using pc imaginative and prescient for face & object recognition, picture looking and particularly in Self-Driving Vehicles!

In consequence, the demand for pc imaginative and prescient experience is rising exponentially!

Nonetheless, studying pc imaginative and prescient is tough! Present on-line tutorials, textbooks, and free MOOCs are sometimes outdated, utilizing older an incompatible libraries or are too theoretical, making it obscure.

 

This was my drawback when studying Laptop Imaginative and prescient and it grew to become extremely irritating. Even merely operating instance code I discovered on-line proved troublesome as libraries and capabilities had been typically outdated.

I created this course to show you all the important thing ideas with out the heavy mathematical concept whereas utilizing the freshest strategies.

I take a really sensible strategy, utilizing greater than 50 Code Examples.

On the finish of the course, it is possible for you to to construct 12 Superior Laptop Imaginative and prescient Apps utilizing OpenCV in Python.

I take advantage of OpenCV which is essentially the most effectively supported open supply pc imaginative and prescient library that exists at present! Utilizing it in Python is simply unbelievable as Python permits us to give attention to the issue at hand with out being slowed down by complicated code.

 

When you’re a tutorial or school pupil I nonetheless level you in the appropriate path when you want to study extra by linking the analysis papers of strategies we use.

So if you wish to get a superb basis in Laptop Imaginative and prescient, look no additional.

That is the course for you!

On this course, you’ll uncover the ability of OpenCV in Python, and procure expertise to dramatically enhance your profession prospects as a Laptop Imaginative and prescient developer.

You get 3+ Hours of Deep Studying in Laptop Imaginative and prescient utilizing Keras, which incorporates:

  • A free Digital Machine with all Deep Studying Python Libraries akin to Keras and TensorFlow pre-installed
  • Detailed Explanations on Neural Networks and Convolutional Neural Networks
  • Perceive how Keras works and how one can use and create picture datasets
  • Construct a Handwritten Digit Classifier
  • Construct a Multi Picture Classifier
  • Construct a Cats vs Canine Classifier
  • Perceive how one can increase CNN efficiency utilizing Knowledge Augmentation
  • Extract and Classify Credit score Card Numbers

 

As for Updates and assist:

I will likely be repeatedly including updates, fixes, and new superb tasks each month!

I will likely be energetic day by day within the ‘questions and solutions’ space of the course, so you might be by no means by yourself.

So, are you able to get began? Enroll now and begin the method of changing into a grasp in Laptop Imaginative and prescient at present!

Who this course is for:

  • Rookies who’ve an curiosity in pc imaginative and prescient
  • School college students trying to get a head begin earlier than beginning pc imaginative and prescient analysis
  • Anybody curious utilizing Deep Studying for Laptop Imaginative and prescient
  • Entrepreneurs trying to implement pc imaginative and prescient startup concepts
  • Hobbyists desirous to make a cool pc imaginative and prescient prototype
  • Software program Builders and Engineers desirous to develop a pc imaginative and prescient skillset

Dimension: 3.3GB

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