creating a face recognition system from scratch using caffe deep learning library, dataset we are using in this face recognition system is from vgg face dataset.

Here are the steps for downloading vgg face dataset

using this python script you can download images from google image search just you have to add names for person sarch in the cel.txt file, the images downloaded from google search contain some wrong face or different images, so more preprocessing is required.

we are cropping image according to vgg net input[224 * 224]

caffe take a specific format of data input

take pre-training model, here are the steps to do fine tuning

this python script run for tesing model

Final deploment