VertexAI_Model_Monitoring

https://towardsdatascience.com/essential-guide-to-machine-learning-model-monitoring-in-production-2fbb36985108

1. Deepchecks https://docs.deepchecks.com/stable/user-guide/vision/auto_quickstarts/plot_simple_classification_tutorial.html

2. NannyML https://nannyml.readthedocs.io/en/stable/tutorials/data_requirements.html

3. ALIBI DETECT

We can convert jpeg image to json base64 to provide input to the image classification model in vertex ai. It will not accept png to base64 conversion.