How do I choose the right neural network for my project?
An example of an AI chatbot conversation about choosing the right neural network.
How do I choose the right neural network for my project?
Choosing the right neural network depends on your specific task. Are you working on image recognition, natural language processing, or something else?
I'm focusing on image recognition.
For image recognition, convolutional neural networks (CNNs) are typically the best choice. Have you considered using pre-trained models?
Yes, but I'm not sure how to fine-tune them.
Fine-tuning involves adjusting the model on your specific dataset. You can start by freezing some layers and training the last few layers on your data.
What tools can I use for this?
Popular tools include TensorFlow and PyTorch. They both have great support for fine-tuning pre-trained models.
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