IMAGE CLASSIFIERS (Understanding Computer Vision)

Find easy to learn solutions to various image processing mechanisms using TensorFlow, Keras and Python.

Getting Started

You should have the basic understanding of how a CNN or image processing works.
Udemy has rich set of courses available on Machine Learning.

Prerequisites

Python3, Pycharm or repl.it for testing your built code.

Installing Pycharm and Python 3

You can get Pycharm community version from Pycharm.
Command to install Python3 in Linux below:

sudo apt-get update
sudo apt-get install python3.6
sudo apt-get install python3-setuptools

Installing TensorFlow and Keras

Refer the installation process of TensorFlow here.
PIP to install CPU-version of TensorFlow:

sudo pip install tensorflow

PIP to install GPU-version of TensorFlow:

sudo pip install tensorflow-gpu

PIP to install Keras:

sudo pip install keras

Cloning this repo

Clone this repository with the following command:

git clone https://github.com/LITDataScience/image-classifier.git