From the course: Deep Learning and Computer Vision: Object Detection with PyTorch
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What is computer vision? - PyTorch Tutorial
From the course: Deep Learning and Computer Vision: Object Detection with PyTorch
What is computer vision?
- [Presenter] Welcome to this video on computer vision. Computer vision is a field of machine learning that enables machines to see and understand the world around them. From image recognition to self-driving cars that is autonomous driving, computer vision powers many of the cutting-edge technologies we use in our daily life. So what exactly is computer vision? Computer vision involves teaching computers the ability to process, analyze, and interpret visual data, such as images or videos. It's about making machines understand the visual world in a way that allows them to recognize objects, track movements, and even understand complex structures. One of the key technologies behind modern computer vision systems is deep learning, specifically involving CNN or convolutional neural networks. These neural networks are designed to automatically learn features from images and are essential for problems like object detection and image classification. There are several important steps in…
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