Fast-SCNN-pytorch

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higher speed or forward inference time?

2

Sorry for asking same question as it is asked before but not answered. i am interested about the speed 123 fps mentioned by the author for high resolution images. i...

Zeeshan313

runtime error while running eveal.py on voc datasets

6

Hi,Thanks for your work.I have adapted the data_loder file of VOC from your another repo [https://github.com/Tramac/awesome-semantic-segmentation-pytorch](url) to train the VOC data.But when I went to the validation step after my...

GUESSVPN

assert target.dim() == 3 error

10

I got a error in loss.py line 54. I print my target size is (2,768,768,3), but the code shows it should be dim 3. my predict size is (2,3,768,768). I...

midtom

- Before  --- - After 

PINTO0309

i can use split test and val, but for train it getting error, i have already try to change the variable mode for testval and trainval to test but it...

rikkudo

How to train a new model with custom dataset

5

Hello How are you? Thanks for contributing this project. I am going to train a new model with my custom dataset(supervisely-person-dataset). How should I prepare the training data from my...

rose-jinyang

The valid_classes, key, and mapping in the code seem confusing.

Sobel-Li

Training is too slow

2

Hi, @Tramac , I use your code with default setting, and find the speed of training is too slow. The usage of GPU is less than 10%, resulting in about...

wangq95

Loss does not decrease accordingly

9

I'm running the training file using the Cityscapes datasets mentioned, however the loss does not decrease accordingly. In the beginningg it was around 2, in 90th epoch it's struggling around...

mertmerci

VOC or COCO dataset model file

6

Hi, do you support voc or coco dataset ? if not can you guide me through the training process (changes need). Or if you support please can you share model...

shivSD