Complete Guide to Build ConvNet HTTP-Based Application using TensorFlow and Flask RESTful Python API - KDnuggets

This tutorial takes you along the steps required to create a convolutional neural network (CNN/ConvNet) using TensorFlow and get it into production by allowing remote access via a HTTP-based application using Flask RESTful API. In this tutorial, a CNN is to be built using TensorFlow NN (tf.nn) module. The CNN model architecture is created and trained and tested against the CIFAR10 dataset. To make