How can I debug my AI model effectively?
An example of an AI chatbot conversation about debugging AI models.
How can I debug my AI model effectively?
Debugging an AI model involves checking data quality, model architecture, and training processes. What specific issues are you facing?
I'm getting unexpected results during inference.
That could be due to several reasons. Have you checked if the input data is preprocessed correctly?
Yes, the input data seems fine. What else should I look into?
You might want to examine the model's weights and biases. Sometimes, they can lead to unexpected behavior if not initialized properly.
How can I visualize the model's performance?
You can use tools like TensorBoard or Matplotlib to visualize metrics like loss and accuracy during training.
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