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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