Once I switch to classification mode in my mobile, my project is deployed and build. Post which I am able to classify and get result offline, but when I refresh the page all information is lost. How can make this save in my mobile completely so that I don’t have to connect and build model everytime.
You will need to find a way to cache the entire webpage and it’s built contents on your phone. Alternatively, you can write and host your own webapp integrating the WebAssembly deployed library: https://docs.edgeimpulse.com/docs/through-webassembly-browser
Additionally you might want to check out https://github.com/edgeimpulse/mobile-client and replace the downloading of a model (here) with a WebAssembly model you download from the Deployment page.