search

oyam / Semantic-Segmentation-using-Adversarial-Networks

Chainer Implementation of Semantic Segmentation using Adversarial Networks
https://arxiv.org/abs/1611.08408
MIT License
103 stars 41 forks source link

Evaluation of GAN #2

Closed vinthony closed 7 years ago

vinthony commented 7 years ago

Hi, thanks for your implementation.

Have you run the experiments in the original paper?

Are there any improvements by using GAN in semantic segmentation tasks?

GAN often generate weird results which seem like "ground truth", but poorly in the evaluation.

oyam commented 7 years ago

I experimented with FCN-VGG16 instead of DilatedNet. However, accuracy has not been improved by using GAN yet.

vinthony commented 7 years ago

Thanks for your reply :)