What is the best AI model for image classification?
The best AI model for image classification often depends on the specific use case, but popular choices include Convolutional Neural Networks (CNNs) like ResNet, Inception, and EfficientNet.
Can you explain why CNNs are preferred for this task?
CNNs are preferred because they can automatically detect important features in images, reducing the need for manual feature extraction.
What are some recent advancements in image classification models?
Recent advancements include the development of transformer-based models like Vision Transformers (ViTs) that have shown impressive performance on various benchmarks.
How do I choose the right model for my project?
Consider factors like the size of your dataset, the complexity of the images, and the computational resources available when choosing a model.
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