Semantic Segmentation Tutorial | Training a Semantic Segmentation Network | Great Learning
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4 سال پیش
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This video on "Semantic Segmentation Tutorial" will help you to master all the concepts of semantic segmentation. Semantic segmentation is very crucial in self-driving cars and robotics because it is important for the models to understand the context in the environment in which they're operating.
So far you have seen image classification, where the task of the network is to assign a label or class to an input image. However, suppose you want to know where an object is located in the image, the shape of that object, which pixel belongs to which object, etc. In this case, you will want to segment the image, i.e., each pixel of the image is given a label.
Thus, the task of image segmentation is to train a neural network to output a pixel-wise mask of the image. This helps in understanding the image at a much lower level, i.e., the pixel level. Image segmentation has many applications in medical imaging, self-driving cars, and satellite imaging to name a few
Semantic segmentation algorithms are super powerful and have many use cases, including self-driving cars — and in today’s video, we will be covering the certain application of Semantic Segmentation along with the Introduction to U-Net. At the end of the video, we will also be showing a demo on Semantic Segmentation.
0:00 Introduction
3:15 - Introduction to U-Net
9:05 - Introduction to Semantic Segmentation
29:15 - Demo on Semantic Segmentation
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This video on "Semantic Segmentation Tutorial" will help you to master all the concepts of semantic segmentation. Semantic segmentation is very crucial in self-driving cars and robotics because it is important for the models to understand the context in the environment in which they're operating.
So far you have seen image classification, where the task of the network is to assign a label or class to an input image. However, suppose you want to know where an object is located in the image, the shape of that object, which pixel belongs to which object, etc. In this case, you will want to segment the image, i.e., each pixel of the image is given a label.
Thus, the task of image segmentation is to train a neural network to output a pixel-wise mask of the image. This helps in understanding the image at a much lower level, i.e., the pixel level. Image segmentation has many applications in medical imaging, self-driving cars, and satellite imaging to name a few
Semantic segmentation algorithms are super powerful and have many use cases, including self-driving cars — and in today’s video, we will be covering the certain application of Semantic Segmentation along with the Introduction to U-Net. At the end of the video, we will also be showing a demo on Semantic Segmentation.
0:00 Introduction
3:15 - Introduction to U-Net
9:05 - Introduction to Semantic Segmentation
29:15 - Demo on Semantic Segmentation
Visit Great Learning Academy, to get access to 80+ free courses with 1000+ hours of content on Data Science, Data Analytics, Artificial Intelligence, Big Data, Cloud, Management, Cybersecurity and many more. These are supplemented with free projects, assignments, datasets, quizzes. You can earn a certificate of completion at the end of the course for free. https://glacad.me/3duVMLE
Get the free Great Learning App for a seamless experience, enrol for free courses and watch them offline by downloading them. https://glacad.me/3cSKlNl
About Great Learning:
- Great Learning is an online and hybrid learning company that offers high-quality, impactful, and industry-relevant programs to working professionals like you. These programs help you master data-driven decision-making regardless of the sector or function you work in and accelerate your career in high growth areas like Data Science, Big Data Analytics, Machine Learning, Artificial Intelligence & more.
- For more interesting tutorials, don't forget to subscribe to our channel: https://bit.ly/2s92TDX
- Learn More at https://www.greatlearning.in/
For more updates on courses and tips follow us on:
- Telegram: https://t.me/GreatLearningAcademy
- Facebook: Facebook: GreatLearningOfficial
- LinkedIn: LinkedIn: great-learning
- Follow our Blog: https://www.greatlearning.in/blog/?ut...
4 سال پیش
در تاریخ 1399/05/27 منتشر شده
است.
27,786
بـار بازدید شده