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+--- Thread: Best framework for MySQL interaction and Tensorflow / TFLite inference? (/thread-41182.html)
Best framework for MySQL interaction and Tensorflow / TFLite inference? - f_set89 - Nov-23-2023
I want to build a web-based application that a few people would use to process images and test Tensorflow / Tensorflow Lite models. The backend will be implemented in Python and needs to be able to:
Query a MySQL database containing images
Load one or more Tensorflow /TFLite models on request
Perform inference using the retrieved images and the loaded models
On the frontend side, I have some Javascript code to show and process the images and I want to integrate this code in the application. I also need some basic authentication. I don't have particular requirements about performances because only one or two people will be using the application simultaneously.
I was thinking about FastAPI because it's simple but I'm not sure it can satisfy my requirements without extra work. Are there some obvious disadvantages, or is there a more suitable framework for this type of project?