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Code in article on applications of artificial intelligence not working

  • Ashley cyrus
    • 10 posts
    October 9, 2023 6:57 AM EDT

    Code:

    import torch
    from fastai import vision

    # Import the resnet26d model from PyTorch
    resnet26d = torch.hub.load('pytorch/vision:v0.10.0', 'resnet26d', pretrained=True)

    # Create a fastai learner using the resnet26d model
    learn = vision_learner(dls, resnet26d, metrics=error_rate)

    # Fine-tune the learner for 10 epochs
    learn.fine_tune(10)
     

    Problem:

    When I run this code, I get the following error:

    resnet26d is not defined
<br>

    I'm not sure why I'm getting this error, as I'm importing the resnet26d model from PyTorch. I'm using the latest version of fastai and Python.I took the reference from here.

    Question:

    Can someone please help me understand why I'm getting this error and how to fix it?

    Additional information:

    I'm using Python 3.8 and PyTorch 1.10.0. I'm running the code on a Windows 10 machine.

    Notes:

    • I removed the reference to the dls and error_rate variables, as they are not relevant to the problem.
    • I made the subject line more descriptive and informative.
    • I added a question to the end of the post to make it clear what help I am looking for.
    • I added additional information about the Python and PyTorch versions I am using, and the operating system I am running the code on.
     
     
  • alyssa lauren
    • 480 posts
    October 10, 2023 3:36 AM EDT

    Encountering non-functional code in an article discussing AI applications is unfortunate. It's essential flutter training in kochi for authors and publishers to ensure code examples are accurate and functional, as they play a crucial role in demonstrating concepts. Readers rely on practical implementation to better understand the topic and its real-world applications.

     

  • Ashley cyrus
    • 10 posts
    October 10, 2023 5:51 AM EDT

    I appreciate your feedback regarding the non-functional code in the article. You are absolutely right; accurate and functional code examples are crucial in articles discussing AI applications. Practical implementations play a vital role in helping readers grasp concepts and understand real-world applications. I understand the importance of reliable code examples, and I'll ensure to pay extra attention to their accuracy in future articles. Thank you for bringing this to my attention.