IP Camera AI SaaS Solution

Amazon API Gateway: API Gateway is responsible for routing customers HTTP POST requests and it offers custom domain binding. Meanwhile, API gateway also provide API key configuration to control the requesters' access authority.

Amazon Lambda: Lambda function routes  HTTP POST request which contains input images with base64 format to SageMaker endpoint for inference and it dumps image and final response into S3 bucket for further performance check or data collection.

Amazon S3: S3 is used to store input requests and inferenced responses. The inferenced result can be used for next round of labelling, model training, parameter tuning, to increase the overall model performance.

Amazon SageMaker: SageMaker cluster handles customers inference request, the face detection, human body detection and face comparison models are loaded according deployment configuration. Sagemaker endpoints could be configured to auto-scaling according to requests' pattern to support high-concurrency application scenarios.

Note that the AI algorithms are packaged in Amazon ECR. You can choose the built-in AI algorithms or you could make althorithms of your own and then load , deploy and use them into this solution.