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

Are there any DNA extraction kit from resins?

Hi everyone, I'm looking for a DNA extraction kit or some protocols to obtain the total DNA from resin samples. For this purpose, some studies suggest the use of plant extraction protocol of...

25 October 2020 3,898 3 View

How to calculate the effect size of a mixed models anova (from existing research papers)?

Hi all I'm comparing some research papers for my university. The most studies use a mixed model ANOVA design, but did not specify the effect sizes. 1. Is it possible to (re)calculate the effects...

23 October 2020 5,013 3 View

Antibody : loss of binding at high concentration (beyond saturation) Why?

Hi everyone, It is commonly observed that some antibodies presents a binding saturation curve that goes down at high concentration (at concentration beyond saturation). Does anybody have a good...

20 August 2020 778 5 View

TRP1 deficient yeast strain not growing on 5FAA containing medium?

05 August 2020 3,010 5 View

What would be the ideal number of epoch for my Neural Network?

Hello, If I am training my Neural Network with training data comprised of 908 batches, as the rule of thumb, would 20 epochs for training be sufficient? If 20 epochs are not sufficient, does...

26 March 2020 2,291 6 View

How important is it to set seed in experiments in computer science?

Hello, If I am going to submit my work to a CS conference, and also make my Python code available publicly, is it absolutely necessary that I set seed in my Python code? I ran an experiment, but...

07 March 2020 1,832 3 View

How to process ARC dataset with GTP2 Double Heads Model?

Hello, I am interested in processing the ARC dataset (http://nlpprogress.com/english/question_answering.html) with the GPT2 double heads model neural network. The dataset (tab delimited) is...

22 November 2019 3,796 1 View

How to distinguish "elementary English" from "advanced English"?

Hello, When we take a look at English test prep books that are specially designed for ESL learners, we often see in their title that the book is for "learners at elementary level", "learners at...

15 November 2019 5,393 1 View

Can someone please guide me to a software that I can use to create time lapse models for the marine environment?

I am working on a concept related to the formation of coral reefs and I need to demonstrate the concept in the form of a visual model that changes over time. I am fairly new to this area of...

16 November 2018 9,276 4 View

How to distinguish between A.C and D.C Josephson Effect ?

When two superconducting materials are separated by an insulator of very few thickness and are connected by a wire, a dc current flows in the external circuit (dc.Josephson effect). However, if...

09 October 2020 6,214 2 View

How to determine the technological readiness of corrosion inhibitors?

Dear researchers, in your opinion, what parameters should we use to determine the readiness of a corrosion inhibitor for industrial use? For example, the charge transfer resistance, at what value...

02 September 2020 2,568 4 View

Why do you think that the body would not have persistent immunity against corona virus after recovering?

why do you think that the body would not have persistent immunity against Corona virus after recovering?

05 August 2020 1,967 3 View

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22 June 2020 6,163 10 View

There is any relationship between enzyme activity and biological activity in soil?

Stable extracellular enzyme activities are associated with soil colloids and persist even in harsh environments that would limit intracellular microbiological activity. Thus, only strictly...

26 April 2020 9,327 2 View

Incremental Conductance vs P&0, for Solar MPPT?

Hi I am studying IC and P&O in a boost converter for solar panels. I am startled because I get nearly identical results. Does anyone know why can't I see pratically any deviation between...

10 March 2020 1,883 4 View

Is there any working method for concentration of influenza virus from water and sediments without the inactivation of the virus?

I have done an experiment to study the persistence of avian influenza in lake water and in lake sediments. Do you know a good concentration method to use without the inactivation of the virus from...

27 January 2020 7,044 3 View

How can we determine persistence criteria (run length and frequency) for Typical Meteorological Year (TMY) creation in Sandia Method ?

While trying to select typical months to generate a typical meteorological year (TMY) for weather files used in building performance simulation, 5 candidate months are determined at first step...

15 November 2019 8,748 2 View

How can we determine persistence criteria (run length and frequency) for Typical Meteorological Year (TMY) creation in Sandia Method ?

While trying to select typical months to generate a typical meteorological year (TMY) for weather files used in building performance simulation, 5 candidate months are determined at first step...

10 November 2019 2,386 2 View

How bright does a moving light spot appear, compared to a stationary line of light?

A well-known phenomenon is the sparkler's trail effect: A quickly moving spot of light appears as a line of light, due to the persistence of vision. Now the question arises: What is the...

09 October 2019 3,940 1 View