Code for the paper "Detecting Urban Changes with Recurrent Neural Networks from Multitemporal Sentinel-2 Data" (Accepted in IGARSS 2019)
This is the github repository containing the code for the paper "Detecting Urban Changes with Recurrent Neural Networks from Multitemporal Sentinel-2 Data" by Maria Papadomanolaki, Sagar Verma, Maria Vakalopoulou, Siddharth Gupta, Konstantinos Karantzalos.
MultiDate-LSTM code is available here. Use igarss2019 branch of this repository to reproduce our IGARSS 2019 paper.
The code has been tested on:
- 4xNvidia P100 GPU
- Ubuntu 18.04 LTS on 96 vCPUs and 240 GB of RAM (Large scale inference will be slower on other configurations)
- Pytorch v0.4.0
- Opencv 3.0
- OSCD
- OSCD + Our Dates [Will be cleaned soon]
For any queries, please contact
Sagar Verma: [email protected]