Though Keras provides many advantages, it has a few drawbacks as well, some of them are:

Because Keras is a high-level library, it can sometimes be difficult to have fine-grained control over the model and its behavior.

Limited control

Keras is designed to be user-friendly and high-level, which can make it difficult to perform certain low-level operations.

Low-level operations

While Keras allows you to build and customize your own models, it may not be as flexible as some other deep learning libraries.

Limited flexibility

While Keras does include some visualization options, it may not be as comprehensive as some other libraries.

Limited visualization

While Keras supports Python 2.7 and 3.5 or later, it may not support older version of python.

Older versions of Python