Dog Breed Classifier

Group Members

• Austin Vargason
• Klaudia Hernandez
• Brandon Arevalo

Tasks

• Research Image recognition in Tensorflow (using Keras in Python)
• Analyze the dataset
  • in a jupyter notebook load in the dataset and figure out trends or issues in the provided set
  • handling the dataset the tensorflow (possibly normalize using an existing image recognition model)
  • make sure only dogs accepted
• Normalizing the Dataset
  • Look into possible feature reduction in the dataset
  • how to sort out different images (multiple resolutions, lighting conditions)
  • handling outliers (filtering or modifying)
• Design the model
  • parameter optimization
  • actual model structure (how many layers, etc.)
• Performance
  • google collab?
  • running on a GPU (CUDA)?
  • other general optimizations
• Complete Progress report