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Deep Learning Mini Series: What are Convolutional Neural Networks (CNNs)?
Manage episode 424583175 series 3578824
In our latest deep learning mini-series episode, we unravel the mysteries of Convolutional Neural Networks (CNNs). Imagine you're at an art gallery with a robot that can analyze every brushstroke and tell you what the artist had for breakfast. That’s CNNs for you—the eagle-eyed inspectors of the neural network family, adept at interpreting visual data. We’ll examine their key components, such as convolutional, pooling, and fully connected layers, and explore real-world applications from facial recognition to self-driving cars. Tune in to understand how CNNs transform AI by making sense of the visual world with stunning accuracy.
42 episodes
Manage episode 424583175 series 3578824
In our latest deep learning mini-series episode, we unravel the mysteries of Convolutional Neural Networks (CNNs). Imagine you're at an art gallery with a robot that can analyze every brushstroke and tell you what the artist had for breakfast. That’s CNNs for you—the eagle-eyed inspectors of the neural network family, adept at interpreting visual data. We’ll examine their key components, such as convolutional, pooling, and fully connected layers, and explore real-world applications from facial recognition to self-driving cars. Tune in to understand how CNNs transform AI by making sense of the visual world with stunning accuracy.
42 episodes
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