I want to know how to visualize the trained model, is there any way?

[DBIGSHUAI]

I want to know how to visualize the trained model, is there any way?

[hydrogo]

Hi @DBIGSHUAI, Could you describe what you mean in detail? For example, you could visualize model structure using standard built-in keras functionality, i.e. https://keras.io/api/utils/model_plotting_utils/. There are also independent libraries such as https://github.com/paulgavrikov/visualkeras or https://github.com/lordmahyar/keras-visualizer.

Best regards, Georgy

[DBIGSHUAI]

Hi @DBIGSHUAI, Could you describe what you mean in detail? For example, you could visualize model structure using standard built-in keras functionality, i.e. https://keras.io/api/utils/model_plotting_utils/. There are also independent libraries such as https://github.com/paulgavrikov/visualkeras or https://github.com/lordmahyar/keras-visualizer.

Best regards, Georgy

I see that a series of libraries such as plt imported at the beginning in your Colab notebook code are not used at the end. I want to use your model to input pictures and output a precipitation prediction model. Do you have the code for this?

[hydrogo]

Hi @DBIGSHUAI, I am sorry, but I did not get your question. You do have precipitation scans from your radar, right? If it is outside Germany (that I guess is the case) you should train your model from scratch. You can find the respective code provided by @PradyumnaGupta in the examples folder. Hope it helps.