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zh320/realtime-semantic-segmentation-pytorch
Will the real-time semantic segmentation model be updated in real time?

  • ljb-1
  • Opened 
    on Feb 19
  • #22

zh320/realtime-semantic-segmentation-pytorch
发现一处数值异常的地方，还请检查一下。

https://github.com/zh320/realtime-semantic-segmentation-pytorch?tab=readme-ov-file#full-resolution-on-cityscapes 这张表中，看到了DDRNET的FPS数有明显异常 233FPS，别的模型参数量比它小很多的也没有它快。 我找了官方的测试结果图 image 我们以BiSeNetv2作为参考，图中大概在150FPS，DDRnet的FPS在110左右。 ...
  • ZJDATY
  • 1
  • Opened 
    on Oct 30, 2024
  • #21

zh320/realtime-semantic-segmentation-pytorch
RegSeg code bug and open questions

I have some doubts about RegSeg code. First, it doesn t run at it is, I have to change some things on ConvBNAct module, basically add groups to args: # Regular convolution - batchnorm - activation ...
  • felipesanmartin
  • 3
  • Opened 
    on Oct 21, 2024
  • #20

zh320/realtime-semantic-segmentation-pytorch
AttributeError: 'Scale' object has no attribute 'available_keys'

Exception raised by albumentations. So which version should be used? My is 1.4.14
  • vincentme
  • 1
  • Opened 
    on Sep 10, 2024
  • #19

zh320/realtime-semantic-segmentation-pytorch
So,the STDCSeg is the best balance of speed and acc without distillation?

Thank you for the nice code and comparsion of the real-time segmentation methods, Is the STDCseg is the best method? In other words, if i have a new segmentation job to do, Can i choose STDCSeg brainlessly？ ...
  • ezio1320
  • 1
  • Opened 
    on Jul 25, 2024
  • #18

zh320/realtime-semantic-segmentation-pytorch
seg_trainer for using detail_loss may have bug

image detail seghead seems don t learn after a while and stay at same level
  • zhy168
  • 2
  • Opened 
    on Jun 7, 2024
  • #17

zh320/realtime-semantic-segmentation-pytorch
I create a new model in your repo and I get 72.95%mIoU but the picture it predict is very bad

image aachen_000017_000019_leftImg8bit image
  • zhy168
  • Opened 
    on Jun 5, 2024
  • #16

zh320/realtime-semantic-segmentation-pytorch
How can I change codes for submiting label ID png to test?

I want to use my model to predict test set and save label ID png for submiting result to cityscapes web and get tested.Is there any option to save predict png without using colormap? thanks a lot !
  • zhy168
  • 2
  • Opened 
    on Jun 5, 2024
  • #15

zh320/realtime-semantic-segmentation-pytorch
LiteSeg model only has one concate but the model in paper has two

  • zhy168
  • 3
  • Opened 
    on Jun 4, 2024
  • #14

zh320/realtime-semantic-segmentation-pytorch
Where is the code for using pre-trained weight

Thanks a lot for your code! I used your code of BiseNetV2 to train for 500 epochs and found that it converged very quickly. Did you use pre-trained weights? I iddn n find the code of load pre-trained weights ...
  • zhy168
  • 1
  • Opened 
    on Jun 3, 2024
  • #13
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