Limited Flexibility for Advanced Customization

  • High-Level Abstraction: While Keras is excellent for simplicity and ease of use, its high-level abstraction can be a limitation for users who need fine-grained control over model architectures, layers, or training processes. For very customized layers or operations, Keras may not offer as much flexibility as low-level frameworks like TensorFlow or PyTorch.

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