A simple dog breed classification web application that detects the breed of the dog among 133 categories. Also, if the uploaded image is…
A simple dog breed classification web application that detects the breed of the dog among 133 categories. Also, if the uploaded image is that of a human, the algorithm outputs the dog breed the human resembles the most. Overview The dog breed classification project of the Data Scientist Nanodegree by Udacity. A simple web application is developed using Flask through which the user can check if an uploaded image is that of a dog or human. Also, if the uploaded image is that of a human, the algorithm tells the user what dog breed the human resembles the most. The Deep Learning model distinguishes between the 133 classes of dogs with an accuracy of over 82.89%.
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5 simple steps to auto rotate the image to get the right angle in the human photos using computer vision. The above image showed the input (left) and output (right).
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