What is deep learning in image classification?
An example of an AI chatbot conversation about deep learning techniques for classifying images.
What is deep learning in image classification?
Deep learning in image classification involves using neural networks to automatically identify and categorize images.
How does a convolutional neural network (CNN) work for this?
CNNs use layers of filters to detect features in images, allowing them to learn spatial hierarchies.
What are some common applications of this technology?
Common applications include facial recognition, medical image analysis, and autonomous vehicles.
What are the challenges faced in image classification?
Challenges include overfitting, the need for large datasets, and variations in image quality.
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