Tensorflow Object Detection API - Containerize the web service

Tensorflow Object Detection API - Inference Web Service

It is great to create REST API to access from anywhere to use your machine learning model. Flask framework makes it easy to create a web service with python. All the code is include in object_detection_app_test1.py.

Tensorflow Object Detection API - Inference

After you get a machine learning model by training on Tensorflow, you can run that model and receive the detection result. The source code is here on Github. (https://github.com/koheikawata/objectdetectiontest). Below are examples of inputs and outputs of "object_detection_inference_test1.py"

Precision and Recall

Precision




Recall