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The journey of writing this piece begins during our graduation period. After a long search we selected 'Application of Deep Learning In Object Detection'. We read all most 40 papers and came to a conclusion that we should go for combining our work for those who really are interested in this area. We comprehended all most all piece of our work and have included in simple and easy language so that reader can easy understand and get it.