Efficient-Segmentation-Networks

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Thanks for creating a great repo, organizing many segmentation models/datasets in one place! Wondering if you're planning to add support for instance segmentation / panoptic segmentation. The cityscape dataset provides...

usuyama

RecursionError: maximum recursion depth exceeded while calling a Python object

5

when train on 18epoch, it would report error: ``` Traceback (most recent call last): File "train.py", line 396, in train_model(args) File "train.py", line 213, in train_model lossTr, lr = train(args,...

lgqfhwy

ESNet

1

Has anyone tried using ESNet model?I got poor training results only 53%！！

shifangtian

issues with ContextNet and FastSCNN models

3

I trained 7 of the models and in all of them, I got more than %80 validation mIoU with the default settings (CamVid dataset after 1000 epochs). But when I...

arash-ashra

Hi, it's a wonderful repository. But I am curious whether you have trained any of them and if yea, could you supply the results of them (in CityScape or CamVid)?

linbaiwpi

Thanks for your excellent work! Will you reproduce mobilenetv3+LR-ASPP ?

pawopawo

ESNet: Error after 161 iterations

3

Such like this: =====> epoch[161/300] iter: (526/1329) cur_lr: 0.000251 loss: 0.445 time:0.67 =====> epoch[161/300] iter: (527/1329) cur_lr: 0.000251 loss: 0.196 time:0.58 Traceback (most recent call last): File "D:/my/torch-gpu/Efficient-Segmentation-Networks/Efficient-Segmentation-Networks/train.py", line 398,...

shifangtian

make torch.no_grad effective, avoid out of memory, reset batch_size of validating

dcrmg

FPENet is difficult to reproduce

6

Hi, this is a good project. I tried it, and the overall installation and training were very simple and straightforward. I experimented with FPENet, but the final result was larger...

changwenkai101

Traceback (most recent call last): File "D:/Code/CodePycharm/Deep_Learning/segment/Efficient-Segmentation-Networks-master/train.py", line 409, in train_model(args) File "D:/Code/CodePycharm/Deep_Learning/segment/Efficient-Segmentation-Networks-master/train.py", line 222, in train_model lossTr, lr = train(args, trainLoader, model, criteria, optimizer, epoch) File "D:/Code/CodePycharm/Deep_Learning/segment/Efficient-Segmentation-Networks-master/train.py", line 336,...

GREENtt