Can we train deep neural network using single training sample per subject while keeping high recognition performance?

Deep neural network (DNN) has been proved as a powerful technique in image recognition. However, it requires a large amount of training data to perform well. Recent trend in image recognition is...

11 December 2018 4,044 13 View

How can we use deep neural network in open-set recognition?

Deep neural networks (DNNs) have been widely used for closed-set recognition. In other words, they only recognize objects that have been seen in training. Can DNN be used in open-set recognition...

11 December 2018 8,258 4 View

Can we train deep neural network using single training sample per subject while keeping high recognition performance?

Deep neural network (DNN) has been proved as a powerful technique in image recognition. However, it requires a large amount of training data to perform well. Recent trend in image recognition is...

11 December 2018 4,895 14 View

Can we use deep neural network to generate face image of a novel person that is not included in training stage?

Deep neural network (DNN) has been successfully used to generate face images of only database subjects. Can we use DNN to generate face image of a novel person outside the database?

11 December 2018 5,487 3 View

What are the types of deep neural networks that can be used for face image synthesis?

Deep neural networks (DNNs) have been successfully used for face recognition and face synthesis. What are the best types of DNN that can be used to synthesize face images?

11 December 2018 9,640 3 View

Where can I get the PIE face database?

Dear Colleagues, Does anyone know how to get the PIE face database? Please note that I want the PIE not multi-PIE database. Thx.

02 March 2018 422 0 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

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

How to compare two groups with only two measurements?

Hiiiii everyone! I have an enquiry on statistical analysis. I was looking for many forum and it's still cannot solve my problem. I want to compare means of two groups of data but only with two...

03 March 2021 8,796 3 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

Enhanced Yellow Fluorescent Protein (Aequorea victoria) DNA sequence?

I am on the lookout for the Enhanced Yellow Fluorescent Protein (Aequorea victoria) DNA sequence. Does anyone know where I can find it? Thank you in advance

03 March 2021 3,568 1 View

What kind of fluid could I use for a pitfall trap that also does not invalidate molecular testing?

Hi, I want to start testing pitfall trap to obtain ants samples, but I need to conduct molecular analysis on those insects. So, what kind of fluid can I use? Ethanol expires too early and I need...

03 March 2021 5,978 5 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