kingshuk97 / dog-image-classifier Goto Github PK

This is an project that demonstrates how images can be classified into multiple classes. Here we deal with images of dogs. The images are classified into 120 possible breeds. You can use this app to hopefully predict correctly your own dog images too.

• Fork/clone/copy this project into your own directory
• Unzip the Dog Vision.7z folder
• Download the data from https://www.kaggle.com/c/dog-breed-identification/data (you might have to open an account)
• Unzip the data into the previously unzipped Dog Vision folder
• Use google colab to run this project, because you need huge computing power (a GPU) to train the model, which colab provides for free (the free service is liable to disconnect and act up in general, so prepare to be frustrated, and to refresh occasionally if you're using the free version)