GitHub repository: tilaprimera/Aerial-Cactus-Identification
Primary language: Jupyter Notebook
Created: 2019-06-28T20:48:24Z
Description: Trained a CNN model to classify cactus species (columnar cactus) in a binary classification challenge, hosted on Kaggle competition. Refined the model with image augmentation, pre-trained VGG16 model parameters using transfer learning,   and improved the identification metric (area under ROC score) from 0.9964 to 0.9971 on the test set.