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jhoffman / cycada_release

Code to accompany ICML 2018 paper
BSD 2-Clause "Simplified" License
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First Use Instructions #1

Open mhusseinsh opened 6 years ago

mhusseinsh commented 6 years ago

Hello, Firstly, thanks for this amazing work of the cycada, as well as having the code shared, so we can start using it on our implementations.

I cloned the repo, and I am starting to use the network for my own problem with my own dataset. Simple, I want to convert synthetic images to real world data. I have both datasets available, with the labels (semantic segmentation) of the synthetic data (domain A).

My question is, how to start with the CyCada, for a first start, I have to train a semantic network on my synthetic labeled images (domain A), for a semantic segmentation task, and then save this model, and start with the CycleGAN training adapted with the semantic loss (CyCada).

Is there a provided network that can can be trained for a semantic segmentation task ?, or are there provided instructions of how to start cycada with my own dataset ?

Thanks a lot

yanqi1811 commented 6 years ago

hello, I meet the same problem, how can I train my own datasets which are including synthetic data and real world data. Thanks a lot

happsky commented 5 years ago

The same, how can I train my own datasets?

MinaJf commented 4 years ago

The same question

ZHE-SAPI commented 3 years ago

The same, how can I train my own datasets? Thx!!!

abhishekmaroon5 commented 1 year ago

Same question, I am struggling with the same