Serverless Vision AI App - Tumor Segmentation in MRIs (GCP Tutorial)
Learn how to deploy a machine learning model for brain MRI segmentation using Google Cloud's serverless products. This tutorial covers:
- Serverless computing basics
- Google Cloud Functions vs. Cloud Run
- ML model inference with Cloud Functions (Python)
- Creating a web interface with Flask and Cloud Run
- Step-by-step deployment processes
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Demonstration Code and Diagram: https://github.com/nodematiclabs/tumo...
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#serverless #machinelearning #googlecloud
0:00 Conceptual Overview
2:49 AI Inference Code (Python)
4:28 Cloud Functions Deployment
7:02 Web Interface (Flask)
9:37 Cloud Run Deployment (Docker)
12:21 AI Application Testing
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