Exploring the world of Deep Learning with interesting projects
More details and explanation of each concept as well as breaking down and understanding the code are available in the following blog.
Image Classification - Invasive Species: A playground Kaggle competition. Invasive species can have damaging effects on the environment, the economy, and even human health. Use DL to classify species. This was coded sometime back and utilizes the library Fastai version 0.7, however recently there have been some updates in the library and new releases in pytorch as well. The current code will no longer work with Fastai v1 but can be run by installing the right version, while I work towards revising the code and making it compatible there is still some important concepts that can be learned from this code.