Change Detection in Remote Sensing

Project Organization

• main: Pipeline for training and evaluation
• config: Model config and file paths
• checkpoint: MXNet checkpoint files
• data: Rawdata and temporal data
• Pretrain_model: pretrained model file
• model: MXNet Symbols of VGG16, Resnet
• utils.preprocessing: Utility function for preprocessing, such as PCA, Rescaling.
• utils.io: Utility function for I/O
• utils.filter: Weighted median filter
• utils.label_data: A handy tool for labeling data manually.

Requirements

• Apache MXNet 0.12.0
• python 2.7

Usage

python main.py --model vgg16 --opt sgd --lr 1e-5 --t1 0.2 --t2 0.99 --epoch 0 --num_epoch 100