Update Firebase MLKit Custom Model file through API

Question

In the current POC that I have made, I update the Firebase MLKit Custom Model uploaded on the Firebase console manually.

So now every time I train the model with new data, I have to go manually upload the newer model tflite file on the console.

Is there a way to automate this? A Server-To-Server API like we have for FCM?

Answer 1

I know it has been a while since you asked this question, but Firebase ML-Kit has recently released an API to manage your custom models. You can use the Firebase Admin SDKs (Python/Node.js) to achieve this. See: https://firebase.google.com/docs/ml-kit/manage-hosted-models

I hope this helps you and anyone else looking for a similar solution.