In The Present World, We Have Wide Varieties Of Species And Organisms. This Brings Into Light, The Criticality Of Classification Of Various Tangible Objects. Also, Keeping In Mind, The On-going Research On Genetics And Evolution By Various Scientists Across The World, Discerning The Resemblance Among Different Classes Also Becomes Very Crucial. This Paper Is Based On A Project Which Builds A CNN (Convolutional Neural Network) To Classify Different Dog Breeds. If The Image Of A Dog Is Found, This Algorithm Would Find The Estimate Of The Breed. The Resembling Dog Breed Is Identified If The Image Of A Human Is Supplied. We Have Built A Pipeline To Process Real World Images.