Z-Zheng / Changen

Scalable Multi-Temporal Remote Sensing Change Data Generation via Simulating Stochastic Change Process (ICCV 2023)
https://arxiv.org/abs/2309.17031
Apache License 2.0
53 stars 2 forks source link

Model inputs and outputs #1

Closed hoiiranoi closed 8 months ago

hoiiranoi commented 11 months ago

I want to make the model output t1 before the change, t2 after the change, and the label image label. However, according to the code provided, it seems that only the final change map is output. How can I achieve the output of the three images I want? Figure_1 屏幕截图 2023-11-24 233024

Z-Zheng commented 8 months ago

The released model was only trained for building change detection, though it is a multi-task architecture. So, it only yielded binary change prediction. If you want to obtain the temporalwise semantic prediction, you can consider training this model with multi-task supervision.