Computer Vision and NLP
Discover how computer vision enables machines to process visual data like images and videos while natural language processing allows machines to understand and generate human language. This lesson helps you grasp these technologies and their applications in AI product management.
Computer vision concepts
Computer vision is the underlying tech that powers everything from agriculture and climate change tracking to autonomous vehicles, facial recognition and surveillance, and medical imaging and manufacturing. Basically, it’s ML for images and dynamic video. It’s learning by example, and its models are optimized in much the same way but for visual content.
Whereas the ML umbrella term is for recognizing, understanding, and predicting words and numbers, computer vision does the same but for visual data. We still consider this ML because the basic principle of ML from previous examples and optimizing for correcting its own mistakes is still present with computer vision models.
