Online prediction using 3D U-Net tensorflow model. This serverless architecture is also can be used and extended to other end-to-end machine learning projects that using tensorflow.
- AWS Amplify: A website for users to upload image files and download the prediction images.
- AWS Lambda: A serverless function to handle the prediction request and save the prediction output as an image to AWS S3.
- AWS Sagemaker: Hosting machine learning model to predict the segmentation mask of the uploaded image.