Boat detection using a Convolutional Neural Netwrok
Using satellite images of San Francisco Bay Area from Planet's API a CNN was trained to identify boats.
- The dataset contains 40,000 images
- The confusion matrix was used to analyze metrics, priotizing the sensitiviy over precision.
De file code.ipynb contains a the code as well as explanation for each part (load data, clean data, CNN creation, CNN training,...)