[
Image Classification API using Inception V3 running on Docker.
- User Token based to allow the usage of the API.
- Shows the type of image being fed in with confidence number.
- Refills by the admin.
requests Image Classification API uses on the following libraries:
- [tensorflow] - TensorFlow is a Python-friendly open source library for numerical computation that makes machine learning faster and easier..
- [flask_restful] - Flask-RESTful is an extension for Flask that adds support for quickly building REST APIs.
- [pymongo] - MongoDB is a document database with the scalability and flexibility that works with the querying and indexing.
- [bcrypt] - The bcrypt hashing function allows us to build a password security platform that can scale with computation power.
- [Flask] - Flask is a web framework. It provides tools, libraries and technologies that allow to build a web application.
- [Docker] -A Docker container image is a lightweight, standalone, executable package of software that includes everything needed to run an application.
- [Numpy] - NumPy is the fundamental package for scientific computing with Python. It contains among other things: a powerful N-dimensional array object.
Image Classification requires Docker and Docker Compose to run.
Install the dependencies. Docker and Docker Compose from DOCKER For MongoDB
$ docker-compose build
$ docker-compose up