/classify-birds-with-CNN-GA

Primary LanguageJupyter Notebook

Convolutional Neural Networks on Image Classification

Classify the bird species that appear on an image.

Dataset used

How it's done:

  • Preparation and analysis of dataset;
  • Training and validation of learning models, specifically Convolutional Neural Networks (CNN);
  • Use of Genetic Algorithms (GA) for learning model hyper parameter optimization, structure optimization and loss function optimization.