Is there a better way to make a multi-resolution CNN for semantic segmentation?

06 June 2019 1 6K Report

I want to make a multi-resolution CNN to make a semantic segmentation and I would like to know if there is a particular architecture that could be better to use?

Hazim Al Dilaimy

This is an interesting discussion for me.

Badges
Science topic

Similar topics
Design
Architecture

Is stone a sustainable material? Is it a sustainable approach to use natural stone waste in architecture?

I'm designing a zero-waste restaurant and considering using marble waste to make some tables and a bar countertop. My clients think it's not "sustainable enough" and I would like to have more...

01 March 2021 4,326 7 View

How to validate image labeling quality within dataset?

Hello, it is about creating a dataset for semantic segmentation with three classes. The problem is that one class dominates with >90% and one class is

18 February 2021 4,254 5 View

Using 1D CNN for pixel classification in an image?

I have a 3D Image of size 100x100x100. I have features (feature dimension 25) extracted for each pixel by considering a small pacth around it. So the input to 1D CNN is 100x100x100x25 reshaped to...

17 February 2021 941 4 View

Which DL architecture is better to work on handwritten data?

I am working in the area of Handwriting recognition for Bangla. As there are many DL architecture, I am confused which one to select.

15 February 2021 4,996 1 View

PV system design. 3d modelling and Analysis?

I have been looking for a good cost-effective tool for 3D modelling a glass-glass solar module system. I was initially considering Skelion as a tool but it does not look very promising, a bit...

13 February 2021 8,126 1 View

Useful architecture for bioinformatics?

Hi Dear researchers In ensemble-based architectural design Which algorithms are more useful for classification? What is the difference between parallel and ensemble architecture? Thanks I am...

08 February 2021 2,727 5 View

How should I go about evaluating cytoplasmic and nuclear Arginase-1 activity?

Hello! I've stained some bright field Arginase-1 Hematoxylin slides, but I'm having a hard time finding any computed histology predicates for evaluating the intensity of the cytoplasm verses the...

03 February 2021 3,039 1 View

Why should we use Sustainable climate design?

Sustainable design is a set of cognitive and analytical abilities, knowledge of the environment and ample practical to incorporate things into the world of microbes, plants and animals, and the...

25 January 2021 7,816 8 View

Any good (up-to-date) CUDA programming book?

I've been looking for a decent and up-to-date book about CUDA programming, yet it has turned out to be more difficult than I expected. So far I've used CUDA by example (from Sanders & Kandrot)...

21 January 2021 7,771 4 View

What are the future research avenues in context of Urban Street, Outdoor thermal comfort and Neural Networks?

Dear academic community, I am a young researcher from architectural background. I am looking for possible novel approaches to evaluate outdoor thermal comfort in urban streets using artificial...

20 January 2021 7,964 3 View