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đź› Mask R-CNN Keras to Tensorflow and TFX models + Serving models using TFX GRPC & RESTAPI
TF Serving demos
Hosting tensorflow keras model using FastAPI. Provide users to upload their own images and call the model to make real time prediction.
A Sample Example of Tensorflow model serving via centos6 based tensorflow model server rpm.
Simple code base and instructions to convert yolov3 darknet weights to tensorflow .pb to serve @ tensorflow model server
You can make your Tensorflow model a Docker image by making changes to Dockerfile and deploy Kubernetes.
A script to dynamically load / unload tensorflow models in serving