Looking for ground truth satellite images for validation?

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

How to increase a model accuracy ?

dear community, my model is based feature extraction from non stationary signals using discrete Wavelet Transform and then using statistical features then machine learning classifiers in order to...

03 March 2021 6,994 5 View

Can you share me how teacher education is managed in your respective national educational system?

I feel that the practice in teacher education in my country is below the expected performance level due to very poor management system. Hope I will learn something from your experiences.

02 March 2021 1,516 4 View

Can NFL theorem be valid in infinite search space in ML?

NFL theorem is valid for algorithms training in fixed training set. However, the general characteristic of algorithms in expanded or open dataset has not been proved yet. Could you show your...

01 March 2021 1,189 3 View

What is the difference between L1 and L2 regularization in machine learning?

L1 and L2 regularization

28 February 2021 4,187 3 View

How to eliminate Steady state error from Reinforcement learning genetic algorithm code?

The following code (see 1st 2 images attached) is used to produce PID controller values that are designed to control the system (G). The code finds the PID controller values (noted as k) by using...

28 February 2021 6,560 14 View

Is there any Machine Learning/AI algorithm that lets you predict with incomplete features without missing value imputation process?

For instance, the model is trained with A,B,C,D,E features to predict F target. Then, I want to make prediction on a new data, but with only A,C,D,E is known without doing missing value imputation...

28 February 2021 1,556 6 View

How can I represent SDS-PAGE results for machine learning analysis?

I am trying to classify and analyze the results of an SDS-PAGE based array for bacterial detection using machine learning, but I have trouble finding the best way to represent the results with...

27 February 2021 9,176 3 View

Abdelaziz Belal Belal

dear Mr. Amer Nasr

could you please come to me in my office at NARSS to discussion about your needs.

Kind Regards

Dr. Abdel-aziz Belal

tel. number : 01006865756

Amr Nasr

thank you Dr.Abdel Aziz , i will come inshallah to your office and show you what i am doing

Hadi sadoghi yazdi

Do you can't use indian pines image satellite.

i have seen it before but could not understand it .

Let me check it out and get back to you. But this one by the way is hyperspectral .

Is there something multispectral?

okay i checked the indian pines dataset and it is fantastic . but i am still looking for a

multispectral dataset ground truth.

this is the dataset i used for building my classifiers.

http://csc.lsu.edu/~saikat/deepsat/

https://devblogs.nvidia.com/parallelforall/exploring-spacenet-dataset-using-digits/

the barren land or the desert classifier works very as i had to separate the classifiers making each one specialized in one pattern.

i build another classifer for water and grass as they work visuially very for some images i got by using google search for NASA geotiff images but for landsat images , i get some problems .

Do you have a solution for this problem?

Mastureh Usefi

Hi Amr

I have a similar problem, did you solve it?