In this video, we will build a serverless image recognition API on AWS using Amazon Rekognition, AWS Lambda, and API Gateway.
You’ll learn how to:
Send an image to an API endpoint
Analyze the image using AWS Rekognition
Detect whether the image contains a bird
Return confidence-scored labels as a clean JSON response
Do it all without managing servers or training ML models
We walk through the full AWS setup step by step, including:
Creating and configuring a Lambda function
Attaching API Gateway routes
Handling binary image uploads
Granting IAM permissions for Rekognition
Testing everything using Postman
This is a great example of how to build real-world, production-ready serverless APIs using AWS managed services.
Time Stamps
00:00 – What We’re Building: Serverless Image Recognition API
00:12 – Live Demo: Bird vs Cat Detection
01:20 – Serverless Architecture Overview
01:49 – Create Lambda & API Gateway
07:57 – Add AWS Rekognition & Permissions
09:01 – Implement Bird Detection Logic
16:05 – Final Testing (Bird vs Cat)
18:45 – Wrap-Up & Next Steps
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Build a Serverless Image Recognition API with AWS Rekognition #aws #serverless #imagerecognition | NatokHD