What are the merits and demerits of GAN and classical data augmentation in plant leaf disease detection and classification systems?

anyone suggest what are the merits and demerits of GAN and classical data augmentation in plant leaf disease detection and classification systems

21 January 2021 5,135 5 View

Suggest best performance evaluation metrics for image segmentation?

Good morning everyone. As a part of my research work, I designed a network that extracts the leaf region from the real field images. when I search about performance evaluation metrics for the...

10 January 2021 9,581 30 View

Are there any studies available on the Application of Biogas Digestate as Liquid Fertilizer vs Solid Fertilizer ?

Are there any studies available on the Application of Biogas Digestate as Liquid Fertilizer vs Solid Fertilizer?

23 December 2020 682 5 View

Can you anyone tell the dissociation energy of LiF in terms of GPa ?

To calculate some elastic constants of glasses I require the above one...

14 July 2020 9,741 3 View

How the boss should maintain relations with subordinates?

Boss could be the immediate person as one has to respond and communicate whether it could be in educational institution or in industry or in various working environments. In order that the...

09 June 2020 9,135 28 View

Is straight line equation sufficient to claim linearity, without a graph?

Dear researchers, Regarding assumptions of linear regression, can I replace scatter plots with mathematical equations in my article and claim that there is a linear relationship between two...

27 May 2020 2,378 37 View

In what ways does industrial engineering subjects be helpful to mechanical engineering discipline?

Mechanical engineering consists of different subjects and specializations. All the students are bound to know, aware and understand the same. Applications of interest in different areas of this...

26 May 2020 8,990 15 View

Which is open source user friendly software tool for analysing metagenomic data of soil microbes for specific regions ?

Which is open source user friendly software tool for analysing metagenomic data of soil microbes for specific regions ? Metagenomic data of any source is generally huge and difficult to handle on...

03 May 2020 3,057 6 View

What is your feeling about Earth's Ozone layer recovery?

Previously, all of us are worried about Ozone layer depletion. World has taken measures to reduce pollution all over and the results are coming fruitful as per recent news of Earth's Ozone layer...

26 March 2020 9,909 14 View

What is the best gift that you can give to your children?

Parents give birth to children. Parents would be very much fond of children, playing with them, seeing in them the happiness and excited and attracted by their innocence and their behaviour. As...

17 February 2020 5,300 96 View

error in running a model in Abaqus

Excessive rotation of nodes in node set ErrNodeExcessRotation-Step1

17 August 2021 0 0 View

error in modelling model in Abaqus

Excessive rotation of nodes in node set ErrNodeExcessRotation-Step1

17 August 2021 0 0 View

MGL tools

20 June 2021 0 0 View

How climate change will influences human and animal behavioral change?

The role of climate change influencing the human behavior as well as economics interest

01 June 2021 0 0 View

flexibility of polymers chain

effect of double bond on the flexibility of polymers

07 April 2021 0 0 View

i have some problem with chtMultiRegionSimpleFoam

--> FOAM FATAL ERROR: Maximum number of iterations exceeded From function Foam::scalar Foam::species::thermo::T(Foam::scalar, Foam::scalar, Foam::scalar, Foam::scalar (Foam::species::thermo::*)(Foam::scalar, Foam::scalar) const, Foam::scalar (Foam::species::thermo::*)(Foam::scalar, Foam::scalar) const, Foam::scalar (Foam::species::thermo::*)(Foam::scalar) const) const [with Thermo = Foam::hConstThermo >; Type = Foam::sensibleEnthalpy; Foam::scalar = double; Foam::species::thermo = Foam::species::thermo >, Foam::sensibleEnthalpy>] in file /home/ubuntu/OpenFOAM/OpenFOAM-4.1/src/thermophysicalModels/specie/lnInclude/thermoI.H at line 66. FOAM aborting #0 Foam::error::printStack(Foam::Ostream&) at ??:? #1 Foam::error::abort() at ??:? #2 Foam::heRhoThermo >, Foam::sensibleEnthalpy> > > >::calculate() at ??:? #3 Foam::heRhoThermo >, Foam::sensibleEnthalpy> > > >::correct() at ??:? #4 ? at ??:? #5 __libc_start_main in "/lib/x86_64-linux-gnu/libc.so.6" #6 ? at ??:?

24 March 2021 0 0 View

Formulation of polymer color flakes

I am writing to request some information for making polymer color flakes. I would appreciate the help.

17 March 2021 0 0 View

Why should we choose deep learning to machine learning? Why is CNN better for image classification? Can I get Typical Answer?

What Characteristics makes CNN work better?

03 March 2021 1,458 4 View

What are some of the research gaps in machine learning and artificial intelligence in africa?

i would to know some of the research gaps in the artificial intelligence field in most african countries.

03 March 2021 6,145 3 View

Anyone plz suggest relevant topic for research in image processing+Deep learning.?

I have selected brain tumor images ...but now found that already lots of research done n this topic.

03 March 2021 5,774 3 View