Lethe

Wrong about the computational complexity

3

 Here, for dense layers, the computational complexity should be: d^2HW(C/2) + b^2HW(C/2) + 3HWC^2

Questions about data pre-processing.

1

This is a wonderful work, and there are some questions about data perocessing. Question 1: When preparing our own image data, we always scale the data between -1 and 1....

The speed about ExtremeC3Net.

1

I run the test data by my computer camera with resize image of 224*224. In CPU environment of I5 1.6gGHz， the model predict time is about 350+ms. Is there any...

The dataset about ADE20K.

1

When used ade20k data, the ground truth is 3 channel, which corresponding to classes. I wonder if we need generate grayscale image firstly, and then read the gt image to...

The classification loss in equation 1 may be wrong?

1

The classification loss may be wrong, and the loss should be: 

Evaluation results of the model.

2

It is a interesting work. When I just evaluate the pretrained model from the author provided, I get the lower results:  Is there any wrong for testing process? Can...