Here is an excellent blog post Laurenz Strothmann wrote about deploying an IceVision model using ONNX and AWS Lambda.
For those who tried to do that, they know how painful to achieve that. Laurenz’ excellent step-by-step guide will help you to deploy your model in no-time.
His guide can be easily adapted to classification or to any other task.