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Semantic Instance Segmentation with a Discriminative Loss Function in PyTorch

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We need you at Beşiktaş Aylak, tonight!!!

Hi @Wizaron I have the dependency problems when creating conda env: `conda env create -f instance-segmentation-pytorch/code/conda_environment.yml` 1/ Conda supports cudatoolkit >= 9.0 so I can't install `cudatoolkit==8.0` ``` Collecting package...

Traceback (most recent call last): File "/home/hongrui/anaconda3/lib/python3.8/site-packages/torch/multiprocessing/spawn.py", line 59, in _wrap fn(i, *args) File "/home/hongrui/project/metro_pro/instance-segmentation-pytorch/code/train_engine.py", line 60, in main_worker worker.validation(epoch) File "/home/hongrui/project/metro_pro/instance-segmentation-pytorch/code/train_worker.py", line 219, in validation mb_out_metrics, loss, outputs =...

hi, how can I use tsne in a semantic segmentation network to visualize high-dimensional features? actually, each pixel has a vector embedding, am I right? especially I don't know how...

Do u have python3 version?

If training with **usegpu=False** , will throw assert error of size_average.

the nums in the array n_clusters involves background?

In the implementation of 'recurrent_hourglass.py'. There is only one```ConvGRUCell``` ``` self.convgru_cell = ConvGRUCell ``` But it seems that there are supposed to be ```n_levels ConvGRUCell```, each of which tackles one...

There are too many data directories about CVPP, a universe training dataset preparation would better to understand whole process training

Does the code provide the Average Precision evaluation metric for cityscapes ? Thanks!