Image Similarity Detection using Resnet50

Introduction

Given a batch of images, the program tries to find similarity between images using Resnet50 based feature vector extraction.

Usage

python kreas_resnet50.py will compare all the images present in images folder with each other and provide the most similar image for every image.

Pre-Requisites

Download Anaconda
Make the downloaded shell script executable and install
conda -V to check that installation was successfull.
conda update conda and conda update anaconda
conda update scikit-learn
conda install theano
conda install -c conda-forge tensorflow
pip install keras
export MKL_THREADING_LAYER=GNU

Note: More Descriptive Instructions On Installation