Keras-ICNet
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aitorzip
Keras implementation of Real-Time Semantic Segmentation on High-Resolution Images
@aitorzip Hi, thanks your great repo, when I train in my dataset, I find such following , every new epoch loss fall from the beginning ，not from the last epoch...
After I trained on my own dataset with width 800 height 480 without checkpoint successfully, I fill in the checkpoint parameter and tried the test image and this error showed...
Hi. I'm going to start experimenting with your project, but first wanted to ask, if you achieved similar speeds (~30fps on a high-end gpu or equivalent) as stated in the...
When I test the ADEKChallenge2016 dataset and VOC2012 dataset, I find the result is bad ,how was your test result?
Hi, thank you for your work. One thing I want to point out here is that you have some tiny difference compared with original implementaion, which may lead to more...
why do you normalize the input with this function ? https://github.com/aitorzip/Keras-ICNet/blob/bcc13bf5dd39abd3496dd669b245b91c31d7ff16/model.py#L16 It looks like an input value of 255 (let’s say in the green channel) would be normalized to 0.5...
Hi, I have trained the model and I am trying to visualize the predictions, however I am having trouble. The error occurs on the second last line; output = apply_color_map(np.argmax(y[0],...
Hi, I found that you resize images with opencv for the validation (see val_generator arguments) https://github.com/aitorzip/Keras-ICNet/blob/987a6aab762207cc45cde1384ee27afd0e9f9fb9/utils.py#L61-L63 cv2.resize deforms the images and thus leads to bad learning Instead I used the...
Hi, I wonder to know your accuracy of the predicted results. How did you calculate the testing results? IoU or other methods? Because I apply this program to my own...
In the original PSPnet ,there appear to be a projection conv after the feature map is pooled, but it seems to be lefted out in this repo. So can a...
