14 күн бұрын
2 ай бұрын
Пікірлер
@OnotoleWasser 9 күн бұрын
Man!!!! I made it. I was trying for several days. Order of steps is important here guys. You made it in the different order and it doesn't see it. I was trying basically same stuff but slightly different and it didn't work. Deleted old environment, followed your steps and it started working. Huge difference in comparison to CPU.
@RobertHorvat93 10 күн бұрын
Sir, you are my hero ! Wanted to ask, can you do a guide or just tell me the similar approach to do in tensorflow ? do i just use the same env created for PT and install it ? i cant find whats the latest cuda tensorflow uses, if i ask of you nicely can u reply to me the long code i need run to install in anaconda powershell if you can check for me pretty please ? :D
@Morteza_Sc 10 күн бұрын
Hey Robert! Thank you for your comment! For TensorFlow, things are a bit more complicated. My first video can help you: kzbin.info/www/bejne/nmKrZJevl6ale7ssi=A3bd4JMeGEyH0OAN if you just want a simple way to install TF on Anaconda and don't care about GPU, use this video: kzbin.info/www/bejne/h3vNeZZonriYeMUsi=Ikql45jMlQ3FGo-k It is a little more complicated when it comes to TF. Hope this helps!
@OussamaElhajaji 18 күн бұрын
Thank you very much sir, that s was helpful
@cutekids2214 21 күн бұрын
after installing CUDA also , i see cuda is not availble "CUDA is not available. Pytorch can use CPU for computation"
@Morteza_Sc 21 күн бұрын
Please make sure yo follow the steps as indicated in the video! You should be able to easily get that done.
@cutekids2214 21 күн бұрын
@@Morteza_Sc any Nvdia GPU dependency?
@Morteza_Sc 21 күн бұрын
@@cutekids2214 I don’t think so, just install the latest version of them, the latest that anaconda python chooses for you…
@grantboxer3443 29 күн бұрын
Great video. When you say the file has to be in ENVI format, do you mean requiring a hdr and bsq file? I couldn't see the file extension in the video.
@Morteza_Sc 29 күн бұрын
@@grantboxer3443 so you should have an hdr file with your image in the directory. You only give the address to the directory where your hdr file is located but the program will read both of them simultaneously!
@grantboxer3443 28 күн бұрын
I have tried using an ENMAP hyperspectral image and although it seems to read in the file, I do not seem to be getting any results. I am not a strong python user so any tips would be appreciated.
@Morteza_Sc 28 күн бұрын
@ can you share your image in ENMAP format with me so I can try changing the code for you and send it to you. You can share the image with me via [email protected].
@surendrakumarsahu7920 Ай бұрын
Nice video 🎉
@chainproject-q4n Ай бұрын
Jazakallah Khairan Thanks a lot Sir. You have responded to my previous request. You are great.
@Luucske Ай бұрын
I've been stuck on this for hours; you just saved my life !!! Thank you <3
@Larissa-o2u Ай бұрын
It says "Nvidia installation program failed" what should I do?
@Morteza_Sc Ай бұрын
@@Larissa-o2u please make sure you follow all the steps as shown in the video!! You shouldn’t be facing any error…
@proficode Ай бұрын
Keep going!
@clemwoue848 Ай бұрын
The diag trick is suite remarkable,, let me note that to multiply each value together !
@surendrakumarsahu7920 Ай бұрын
Nice 👍
@g.gonzalez4097 Ай бұрын
Maybe I'm wrong but I think that you are using the same data for training and predictions (both X_train and X come from data) and also you are using train_test_split but then X_test is not used anywhere
@Morteza_Sc Ай бұрын
@@g.gonzalez4097 the data have the same source but they’ve gone through different transformations…
@g.gonzalez4097 Ай бұрын
Nevermind, I understood why you did that xD nice video!
@octavioadrian7399 Ай бұрын
Thank you, it worked for me! If someone is working with eps format, the solution of converting to pdf also works very well
@zohrezucker Ай бұрын
Very Useful and interesting, thank you.
@zohrezucker Ай бұрын
Very good.
@zohrezucker Ай бұрын
Nice video, thank you.
@elixassasin9671 Ай бұрын
How can I make an accurate image record between RGB and Long Wave thermal images??
@Morteza_Sc Ай бұрын
@@elixassasin9671 can you expand on it a bit? Do you mean you want to register them to each other?
@elixassasin9671 Ай бұрын
Yes, the thing is that I have images taken from a visible camera (1920x1080) and a thermal camera (640 x 480, I'm responsible for taking pictures of the same scene with a similar FOV, but obviously the visible camera has more coverage and apart you can see a scroll, I've used LightGlue to try to record them to make a small dataset with RGB images and its equivalent thermal image but so far I haven't had the best results, so I'd like to know if there is any technique. recommended to make this record as good as possible.
@Morteza_Sc Ай бұрын
@@elixassasin9671 Yes, there are techniques for that, and it will be actually a topic of one of my next videos. There will be a paper published about the same topic soon, but it has not yet. But what I can share here is you need to look at the problem as trying to register two images of two different modalities. First of all, you gotta resize the images to make them the same size and then you should use something like this: www.mathworks.com/help/images/ref/registration.metric.mattesmutualinformation.html Of course, you have to tweak the variables to make them fit your own work. Email me if you have more questions. Hope this helps!
@elixassasin9671 Ай бұрын
@@Morteza_Sc Oh thank you very much! I will check the resource you passed me to see what I can do with that, I appreciate your answer!
@draikelopes5074 Ай бұрын
Thanks you Sir, for sharing, can I send you an email? i think your work would help me alot in my master thesis
@Morteza_Sc Ай бұрын
Thank you so much! You can email me at [email protected].
@taraniiii Ай бұрын
can we use the same code if the data is in xml format?
@Morteza_Sc Ай бұрын
send me an email at [email protected] to send you a revised code to do that!!
@chainproject-q4n Ай бұрын
Thanks you Sir for sharing. Waiting for your unsupervised learning like clustering experiment.
@Morteza_Sc Ай бұрын
@@chainproject-q4n I will make a video on that! Thank you so much for your reminder!!
@Morteza_Sc Ай бұрын
I just noticed that the following link also shows how to use Kmeans for hyperspectral image classification, which is an unsupervised method: kzbin.info/www/bejne/nn_VnaZ3edNlebM I will make another video soon as well that uses a different unsupervised model.
@surendrakumarsahu7920 2 ай бұрын
Do you have code for calculating the signal-to-noise ratio of hyperspectral imagery? if yes then please provide the link for the same or if you can explain the procedure for calculating SNR would also be helpful. I really appreciate any help you can provide.
@Morteza_Sc 2 ай бұрын
@@surendrakumarsahu7920 hi, I’m sorry, I’m away now but I’ll get back to you as soon as I’m back!! I am on an emergency trip!!
@surendrakumarsahu7920 2 ай бұрын
@@Morteza_Sc Thank you so much for your response sir, whenever you are free please help me on this.
@Morteza_Sc Ай бұрын
@@surendrakumarsahu7920 Hello there! Here is a code that can potentially help you: github.com/mortezmaali/Hyperspectral_Image_SNR_Computation.git
@surendrakumarsahu7920 Ай бұрын
@@Morteza_Sc Thank you so much!
@surendrakumarsahu7920 Ай бұрын
@@Morteza_Sc Sir is it possible that I can use code without using ENVI as I have the dataset in the format of L1R, L1GST, and L1T only and I am unable to convert it into .hdr ? Or you could provide a dataset for the code that you have provided Or if possible can you tell me how I can get .hdr file for input.
@mohammadmn5204 2 ай бұрын
tnx. that was very useful.
@ProgramerPinggirJurang 3 ай бұрын
hello sir , I have followed the steps in the video by selecting Python version 3.9.19 on my computer, but when I wanted to install Keras GPU and TensorFlow, an error occurred that said my Python version was pinned. please help with the problem I am facing
@Morteza_Sc 3 ай бұрын
@@ProgramerPinggirJurang delete the python you’ve installed using control panel and follow exactly what I say in the video. Don’t select the latest python model, just select whatever the version anaconda is suggesting you itself….
@SomeshCodes 3 ай бұрын
Not for beginners . I don't like it
@Morteza_Sc 3 ай бұрын
@@SomeshCodes stay tuned, I’m planning to make a more beginner friendly video soon!!
@AmanSharma-vf7vs 3 ай бұрын
This model need dataset that contains both RGB and hyperspectral images ??? because i do not have hyperspectral images
@Morteza_Sc 3 ай бұрын
@@AmanSharma-vf7vs yes, every training models need two sets of data, training and testing. There are datasets out there where you can find the training and testing sets of your need. Email me and I can send the link to you…
@lysaait1711 3 ай бұрын
100000000000000000000000000000000 times thank you
@riduvarshini5010 3 ай бұрын
Will you please provide me the dataset
@Morteza_Sc 3 ай бұрын
The dataset is here: github.com/mortezmaali/Image-Colorization2.git
@xPlay5r 3 ай бұрын
It will be better if you speed up them when the fly up. And everything else is actually good
@realracing3specter295 3 ай бұрын
wow, absolutely nothing works... previously i installed it for cpu and it worked... after getting myself a new gpu, NOTHING WORKS FOR GPU... its over days, cant get it work on jupyter.
@kellymoses8566 3 ай бұрын
I can only imagine what kind of classified hyper-spectral classification algos that governments have created to use for military use. Imagine combining hyperspectral imaging with synthetic aperture radar data!
@alfaz-e-hasti 3 ай бұрын
Thank you so much sir you have solve my big problem I was about to pay money ❤
@burkenersesian8263 3 ай бұрын
Nice video, Pytorch might be more relevant now, though.
@MrRaveelhussain 3 ай бұрын
OSError: [WinError 126] The specified module could not be found. Error loading "C:\Users avee\AppData\Roaming\Python\Python312\site-packages\torch\lib\fbgemm.dll" or one of its dependencies.
@Morteza_Sc 3 ай бұрын
@@MrRaveelhussain please make sure you follow the steps!!
@phdnk 4 ай бұрын
The method interpolates the spectral data instead of measuring it. Thus it is a mock-hyperspectral data conversion from RGB to a plausible hypercube. Plausible means a linear solution with internal consistency.
@fleurykasongombolela2397 4 ай бұрын
Thanks you , you help me to save a lot of time
@jasperredis 4 ай бұрын
that was super satisfying, you have now gained a sub.
@md.shahriarabidswapnil604 4 ай бұрын
even after following all the steps. in anaconda command prompt a lot of files are being downloaded. why is that so?
@Morteza_Sc 4 ай бұрын
@@md.shahriarabidswapnil604 those are the necessary files. Here you just use the easiest way to download and install those files.
@md.shahriarabidswapnil604 4 ай бұрын
@@Morteza_Sc yepp. I continued with those and verified. In sha allah wont face any problem
@md.shahriarabidswapnil604 4 ай бұрын
it was very helpful. thank you vai
@JaafarAlabed 4 ай бұрын
GOD BLESSSSSSSSS YOU THANK YOU VERY MUCH §§§§§
@RIJOR-f4c 4 ай бұрын
excatly what i was looking for thanks man..
@hamedkeshavarzmohammadian1105 4 ай бұрын
mrc :)
@rishatdilmurat8913 4 ай бұрын
I have this issue "OSError: [WinError 126] The specified module could not be found. Error loading "C:\ProgramData\anaconda3\envs\torch_cuda\Lib\site-packages\torch\lib\fbgemm.dll" or one of its dependencies."
@Morteza_Sc 4 ай бұрын
@@rishatdilmurat8913 please make sure you follow the instructions step by step… you shouldn’t get any error!!
@rishatdilmurat8913 4 ай бұрын
@@Morteza_Sc I followed what you did on the video; The only difference was the version of torch and cuda. If you can send your email, definitely I want to send the version and step.
@Morteza_Sc 4 ай бұрын
@@rishatdilmurat8913 send an email to [email protected]
@SwithinFeely 4 ай бұрын
surely this is still lossy?
@Morteza_Sc 4 ай бұрын
@@SwithinFeely All methods are indeed… you have to be cautious with choosing a good training data. The training data should be a good representative of the testing data. That way, the amount of loss goes down.
@onkarkolekar7911 4 ай бұрын
I got a query i don't have predefined classes or labels for my hyperspectral data what can i use to create classes can i use 1d cnn!?
@Morteza_Sc 4 ай бұрын
@@onkarkolekar7911 if you don’t have predefined classes, just look at my newest video which I just uploaded today. With neural network, you gotta have predefined classes…
@Abdurrahmanzangina 4 ай бұрын
i coudnt install tensor and keras
@Morteza_Sc 4 ай бұрын
@@Abdurrahmanzangina please follow the instructions as listed there! Step by step!
@Anzianoushad-zv1lw 4 ай бұрын
hlo i didnt get the data file for working this python is there any other solution for this
@Morteza_Sc 4 ай бұрын
The link to data is here: github.com/mortezmaali/True_color_reproduction_from_ENVI_Hyperspectral_Image_Python.git
@ifeanyivincent370 5 ай бұрын
Thank you for this well organized video. it has broken some barriers to my understanding of certain concepts. I also wanted to know to obtain the reference spectral data
@Morteza_Sc 5 ай бұрын
@@ifeanyivincent370 thank you so much!! Please send me an email with data request and I send the data to you as soon as I can…
@hasanmahmud727 5 ай бұрын
you beautiful beautiful man
@ghulamjilaniwaqas2272 5 ай бұрын
Plz make video on Multimodal hyperspectral image classification using matlab