MCAN

Official pytorch implementation of the paper: "Oil Spill Detection with A Multiscale Conditional Adversarial Network under Small Data Training". The codes will be kept updating and improving.

Oil spill detection with small data

MCAN is an effective tool to train a model with small data.

Code

Install dependencies

python -m pip install -r requirements.txt

This code was tested with python 3.6

Train

To train MCAN model on your own training images, put the training images under Input/TrainingSet, and run

python main_train.py 

Test

To test MCAN model on your own test images, put the test images under Input/TestSet, and run

python test.py --trained_model model