Mohamed Sultan M, Naveen S, Praveen Kumar C, Arun Manicka Raja M
Abstract: Dogs are domesticated mammals, not natural wild animals. They have been bred by humans for a long time. Today, some dogs are used as pets, others are used to help humans do theirwork.It’s a significant task for the owners to care and maintain their pet dog. For that, they need to know the breed of the dog to train and cure disease. The current paper presents a fine-grained image recognitionproblem, identifying the breed of a dog in a given image which includes convolution neural networks. Thenetwork is trained and evaluated on the Stanford Dogs Dataset. By using web scraping, the data from various websites are collected and rendered in the application.
Keywords: Dog breed identification, InceptionResNetV2, Stanford Dogs dataset, Dog’sdata gathering using web scraping