Master Computer Vision™ OpenCV4 in Python with Deep Learning - learn OpenCV
Link to this course(special discount)
https://www.udemy.com/course/master-c...
Master Computer Vision™ OpenCV4 in Python with Deep Learning - learn OpenCV
What you will learn in this course ?
What you'll learnUnderstand and use OpenCV4 in PythonHow to use Deep Learning using Keras & TensorFlow in PythonCreate Face Detectors & Recognizers and create your own advanced face swaps using DLIBObject Detection, Tracking and Motion AnalysisCreate Augmented Reality AppsProgramming skills such as basic Python and NumpyHow to use Computer Vision in executing cool startup ideasUnderstand Neural and Convolutional Neural NetworksLearn to build simple Image Classifiers in PythonLearn to build an OCR Reader for Credit CardsLearn to Perform Neural Style Transfer Using OpenCVLearn how to do Multi Object Detection in OpenCV (up to 90 Objects!) using SSDs (Single Shot Detector)Learn how to convert black and white Images to color using CaffeLearn to build an Automatic Number (License) Plate Recognition (ALPR)Learn the Basics of Computer Vision and Image ProcessingShow moreShow less
Welcome to one of the most thorough and well-taught courses on OpenCV, where you'll learn how to Master Computer Vision using the newest version of OpenCV4 in Python!======================================================NOTE: Many of the earlier poor reviews was during a period of time when the course material was outdated and many of the example code was broken, however, this has been fixed as of early 2019 :)======================================================Computer Vision is an area of Artificial Intelligence that deals with how computer algorithms can decipher what they see in images! Master this incredible skill and be able to complete your University/College Projects, automate something at work, start developing your startup idea or gain the skills to become a high paying ($400-$1000 USD/Day) Computer Vision Engineer.======================================================Last Updated Aug 2019, you will be learning:Key concepts of Computer Vision & OpenCV (using the newest version OpenCV4)Image manipulations (dozens of techniques!) such as transformations, cropping, blurring, thresholding, edge detection and cropping.Segmentation of images by understanding contours, circle, and line detection. You'll even learn how to approximate contours, do contour filtering and ordering as well as approximations.Feature detection (SIFT, SURF, FAST, BRIEF & ORB) to do object detection. Object Detection for faces, people & cars.Extract facial landmarks for face analysis, applying filters, and face swaps.Machine Learning in Computer Vision for handwritten digit recognition.Facial Recognition.Motion Analysis & Object Tracking.Computational photography techniques for Photo Restoration (eliminate marks, lines, creases, and smudges from old damaged photos).Deep Learning ( 3+ hours of Deep Learning with Keras in Python)Computer Vision Product and Startup IdeasMulti-Object Detection (90 Object Types) Colorize Black & White Photos and Video (using Caffe)Neural Style Transfers - Apply the artistic style of Van Gogh, Picasso, and others to any image even your webcam inputAutomatic Number-Plate Recognition (ALPRCredit Card Number Identification (Build your own OCR Classifier with PyTesseract)======================================================You'll also be implementing 21 awesome projects! ======================================================OpenCV Projects Include:Live Drawing Sketch using your webcamIdentifying ShapesCounting Circles and EllipsesFinding WaldoSingle Object Detectors using OpenCVCar and Pedestrian Detector using Cascade Classifiers Live Face Swapper (like MSQRD & Snapchat filters!!!)Yawn Detector and CounterHandwritten Digit Classification Facial Recognition Ball TrackingPhoto-RestorationAutomatic Number-Plate Recognition (ALPR)Neural Style Transfer Mini ProjectMulti-Object Detection in OpenCV (up to 90 Objects!) using SSD (Single Shot Detector)Colorize Black & White Photos and VideoDeep Learning Projects Include:Build a Handwritten Digit ClassifierBuild a Multi-Image ClassifierBuild a Cats vs Dogs ClassifierUnderstand how to boost CNN performance using Data AugmentationExtract and Classify Credit Card Numbers======================================================What previous students have said:
""I'm amazed at the possibilities. Very educational, learning more than what I ever thought was possible. Now, being able to actually use it in a practical purpose is intriguing... much more to learn & apply""Extremely well taught and informative Computer Vision course! I've trawled the web looking for Opencv python tutorials resources but this course was by far the best amalgamation of relevant lessons and projects. Loved
