From the course: AI in Connected Products (AIOT)
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Types of computer vision models
From the course: AI in Connected Products (AIOT)
Types of computer vision models
- [Instructor] We learned that computer vision is the AI that can understand visual images trained using images or videos. Let us learn the common models involved in computer vision from connected camera data. Remember how we learned in the AI lifecycle that their is training AI, inference AI and learning AI? In the same way for computer vision, the AI is trained by label images and when it is ready for the customer, it is called inference AI. Once the customer interacts with the model, the new images are used to retrain the model as a learning AI. Computer vision models can detect objects, classify or group them, or extract patterns from them using machine learning or a neural network or combine it with deep learning. A computer vision model can detect an object such as a person crossing the road in front of a car. That is object detection. Objects are labeled in the training data and the model learns to identify or…
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