Description
Modern computer vision GPT, PyTorch, Keras, OpenCV4 in 2024! Training course in computer vision and system and application development based on the PyTorch, Tensorflow2, Keras and OpenCV4 libraries developed by the Udemy Academy It has been published. All these libraries are based on Python and C++ languages and are frequently used in the development of systems based on artificial intelligence, machine vision and machine learning. This training covers rare but important topics, the most important of which are torsional neural networks (CNN), competitive generative networks or generative adversarial networks (Generative Adversarial Networks), detection of human movements using Detectron2, YOLO algorithm version 5, track, segment and classify various values, Siamese neural network, etc.
Computer vision in its simplest definition means that a computer can analyze the signals and images received from the camera and webcam and extract various information from the recorded images and videos. Computer vision is one of the most important subfields of artificial intelligence, used in military industries, self-driving cars, medical imaging, cameras and security systems, etc.
What you will learn in Modern Computer Vision GPT, PyTorch, Keras, OpenCV4 in 2024!
- Theory and various concepts of machine vision
- Developing machine learning and computer vision-based systems with PyTorch, TensorFlow and Keras libraries
- Python Programming Principles
- OpenCV4 library and its various applications
- Various object and motion detection frameworks such as YOLOv5, R-CNN, Detectron2, etc.
- Networking and segmentation using U-Net, SegNet and DeepLabV3
- Generative adversarial networks
- Torsional Neural Networks (CNN)
Course Specifications
Editor: Udemy
Instructors: Rajeev D.Ratan
French language
Level: Introductory to Advanced
Number of lessons: 229
Duration: 27 hours and 36 minutes
Course themes in 2022/3
Modern computer vision GPT, PyTorch, Keras, OpenCV4 in 2024! Preconditions
No programming experience (some Python would be beneficial)
Basic high school mathematics
A high-speed Internet connection
Pictures
Modern computer vision GPT, PyTorch, Keras, OpenCV4 in 2024! Video presentation
installation guide
After the clip, watch with your favorite reader.
Subtitle: English
Quality: 720p
Version 2022/6 compared to 2022/2 reduced the number of 10 lessons and the duration by 14 minutes. and subtitles are added
Download links
File password(s): free download software
size
11.9 GB