Dog Breed Identification Using Convolution Neural Network and Web Scraping
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 their work. 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 recognition problem, 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.