Hi,

you have many solution i suggest python implementations like Theano , tensorFlow keras.

Dear Omer Saud Azeez,

Look the link, maybe useful.

https://www.kdnuggets.com/2015/12/deep-learning-tools.html

https://opensource.com/article/18/5/top-8-open-source-ai-technologies-machine-learning

Regards,

Shafagat

Hi Omer Saud Azeez ,

You can take a look at Weka, AzureML, Amazon Sagemaker, H2o.ai, etc...

That will have in implementing deep learning solutions.

Matlab, Python different libraries

From the tutorial of

https://pytorch.org

I suggest you a very easy to use software of Nvidia. A very less programming needed. It is written in python. (Nvidia digits)

https://developer.nvidia.com/digits

provide a python solution ENVI + spectral + DL lib(TF, torch; keras).

I uses ENVI for labeling and preprocessing like georeference. The saved data can be directly read by python lib spectral (http://www.spectralpython.net/fileio.html ).

then you got a deep learning problem to be solve.

if you want software without coding requirement, use software like WEKA, maybe comes with less flexibility.... but python coding in the platform like Tensorflow, keras will give you more flexibility.

Yes, you have many interface software to implement your application. I suggest Matlab, Python different libraries can be used or any programming languge like C# in Visial studio platform.