Yes, machine vision often incorporates deep learning. Machine vision is a field that studies how to make computers "see", with the goal of enabling computers to automatically understand and analyze images and videos. Deep learning is a branch of machine learning, which is mainly used to process and analyze complex large-scale data, especially in the image and video fields.
Does Machine Vision Contain Deep Learning? What is Machine Vision?
Deep learning is widely used in machine vision, such as object detection, image classification, semantic segmentation, face recognition, etc. Deep learning models can learn complex feature representations through training data, so as to realize the understanding and analysis of images and videos. Among the deep learning models, Convolutional Neural Networks (CNN) is one of the most commonly used models. It is specially designed for image and video processing tasks, which can effectively extract features and improve the accuracy of the model.
Therefore, deep learning is a very important part of the field of machine vision. Its application can not only improve the accuracy and efficiency of traditional machine vision methods, but also explore some new application scenarios and solutions.
Share some of the artificial intelligence learning materials I have compiled for you for free. It has been compiled for a long time and is very comprehensive. Including some artificial intelligence basic introductory videos + AI common framework practical videos, image recognition, OpenCV, NLP, YOLO, machine learning, pytorch, computer vision, deep learning and neural network and other videos, courseware source code, well-known domestic and foreign elite resources, AI popular Papers, etc.
The following are some screenshots, click on the business card at the end of the article to follow my official account [AI Technology Planet] and send the password 321 to receive it (must send the password 321)
Table of contents
1. AI Free Video Courses and Projects
2. Artificial intelligence must-read books
3. Collection of Papers on Artificial Intelligence
4. Machine Learning + Computer Vision Basic Algorithm Tutorial
Five, deep learning machine learning cheat sheet (a total of 26)
To learn artificial intelligence well, you need to read more books, do more hands-on work, and practice more. If you want to improve your level, you must learn to calm down and learn systematically slowly, so that you can gain something in the end.