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

New Journal, "Integrative Psychological and Behavioral Science" -- do you not know, and have you not seen, this done before?

Question to you and THEM, the New Journal, "Integrative Psychological and Behavioral Science" -- do you not know, and have you not seen, this done before? There appears to be a core problem for...

02 March 2021 3,024 2 View

Which is a lucid standard comprehensive book to guide on psychological scale construction and its standardization?

02 March 2021 7,082 3 View

LOAD DISPLACEMENT CURVES Stiffness increasing in ANSYS non linear analysis. HOW CAN I CORRECT IT?

Hi. I am doing non linear FE analysis using a new material beam under flexural 2 point loading using ANSYS. I have defined a bilinear material model. The solution has converged. In results I am...

01 March 2021 9,911 3 View

How to choose ANN number of hidden layers and nodes?

Hello, Could you please share any interesting research explaining how to choose the number of hidden layers and nodes per layer in case of regression problems using ANN? Thank you, any help would...

01 March 2021 6,200 3 View

Anyone that can help with details in phosphopeptides enrichment?

Anyone know the amount of protein before enzymatic digestion for phosphopeptides enrichment of serume sample in Ti-IMAC? Has anyone ever use Ti-IMAC(the material is from Chinese company named...

28 February 2021 7,310 3 View

PUC19 as a transfer plasmid for lentiviral delivery?

Hello, Is it possible to use pUC19 as a transfer vector to be packed in using the second generation viral particles packaging system( pMD2.G; psPAX2 plasmids)? As far as I understand it there is...

28 February 2021 4,868 2 View

How could I take into consideration the weights of observation in a system of seemingly unrelated regressions (SUR) in rstudio?

I build a model of 4 regression equations (probit and OLS) in R studio. I need to take the weights of observations into consideration. While it is simple to do so for every regression equation,...

27 February 2021 1,233 1 View

Can random sampling have inclusion criteria?

As random sampling means that everyone in the population have an equal chance to be chosen, can it have inclusion criteria? My research participants have been chosen based on the inclusion...

26 February 2021 6,905 10 View

Problem with ligating 2.8 kb insert into 8.5 kb plasmid?

I am trying to clone 2 copies of the same mammalian gene into the pSF-CMV-Ub-Puro Ascl (contains HindIII, KpnI and NheI cut sites) plasmid. This is what the final product is supposed to look like...

24 February 2021 6,310 3 View

Do you kow of any database containing data on retention time, log P and polarizability for a large number of molecules?

Hi, I am a chemistry undergraduate doing my dissertation project on HPLC. In my project, I need to predict the HPLC retention time of 20 aromatic molecules, the calibration set. To do this I will...

24 February 2021 2,602 1 View