Remote sensing change detection using PaddlePaddle
Developing and benchmarking deep learning-based remote sensing change detection methods using PaddlePaddle. CDLab also has a PyTorch version. Currently, this repo contains more model implementations, dataset interfaces, and configuration files. Prerequisites opencv-python==4.1.1paddlepaddle-gpu==2.2.0visualdl==2.2.1pyyaml==5.1.2scikit-image==0.15.0scikit-learn==0.21.3scipy==1.3.1tqdm==4.35.0 Tested using Python 3.7.4 on Ubuntu 16.04. Get Started In src/constants.py, change the dataset locations to your own. Model Training To train a model from scratch, use python train.py train –exp_config PATH_TO_CONFIG_FILE A few configuration files regarding different datasets and models are provided in the configs/ folder for […]
Read more