Learn to build real time object detection in video
Published 4/2020Created by Evergreen TechnologiesMP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 ChGenre: eLearning | Language: English | Duration: 12 Lectures ( 1h 51m ) | Size: 1.32 GB
Understanding fundamentals of YOLO
Understanding fundamentals of deep learning
Benefits of YOLO for self driving car use case
Build a real life object detection in video using YOLO, OpenCV and Python
Course DescriptionLearn to build real object detection ee using YOLO deep learning algorithm.
Deep learning is popular where a machine can be trained to detect objects in video and images. Once trained, it can be used to detect objects in any video or image.Yolo (You only look Once) algorithm has become popular because of its real nature. It can detect objects at 45 frames per second or within 20 ms. This makes it attractive to use it in self driving car where detecting objects in real is key to avoid collisions. Unlike its predecessor, YOLO looks at image only once.Build a strong foundation in image search ees with this tutorial for bners.Understanding fundamentals of YOLOUnderstanding fundamentals of deep learning Benefits of YOLO for self driving car use caseBuild a real life object detection in video using YOLO, OpenCV and PythonA Powerful Skill at Your Fingertips Learning the fundamentals of real object detection puts a powerful and very useful tool at your fingertips. Python, YOLO and opencv are free, easy to learn, has excellent documentation.No prior knowledge of CNN or deep learning is assumed. I'll be covering topics like CNN from scratch. Jobs in object detection area are plentiful, and being able to learn real object detection will give you a strong edge. YOLO is state of art technology that can quickly help you achieve your goal. Learning object detection with YOLO will help you become a computer vision developer which is in high demand.Content and Overview This course teaches you on how to build real object detection ee using open source YOLO, OPNCV and Python . You will work along with me step by step to build following answersReal object detection in VideoReal object detection in imageFundamentals of CNN and YOLOWhat am I going to get from this courseLearn YOLO and build real object detection ee from professional trainer from your own desk.Over 10 lectures teaching you how to build real object detection eeSuitable for bner programmers and ideal for users who learn faster when shown.Visual training method, offering users increased retention and accelerated learning.Breaks even the most complex applications down into simplistic steps.Offers challenges to students to enable reinforcement of concepts. Also solutions are described to validate the challenges.
Bner Python developers who are curious about data science