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Networks
Jingyu Song edited this page Feb 17, 2022
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- Backbone of MotionSC, a slightly modified spatio-temporal pyramid network from MotionNet.
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- MotionSC model. The backbone is a STPN, and the head is a semantic segmentation head used in LMSCNet.
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- LMSCNet model, implementation referring to LMSCNet.py.
- The network we use is a single stage version, as it has better performance at full resolution.
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- SSCNet model, with implementation from LMSCNet.py.
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- SSCNet full model, with implementation from LMSCNet.py. Deconvolution is added to the output to create a finer resolution prediction.
The JS3C-Net is one of the state-of-the-art algorithms on semantic scene completion. However, due to its complicated dependencies and outdated libraries used, we decide to separate it from this package. We made a forked version of JS3C-Net for the CarlaSC dataset. You can check the readme of that repository on how to run training and testing.