I was wasting all my time looking this up elsewhere and all I had to do was watch this one video! Thank you very much, this was really helpful!

Trying to classified cloud types, using this is very effective thank you!

Thank you so much Sir for these videos. Please create videos on other feature extraction methods also like LBP, LPQ etc.

Still waiting for your dataset building for Unet models hope you can provide us with one. It can help us a lot more in understanding most of your recent videos. Thank you my friend. Keep it up.

hello, I am a master course student in Korea. Thank you for nice course, I learned so much :)

Hi Sreeni sir, Awesome explanation as usual, and waiting for the next video.

Thank you very much for unique 200 videos.. thanks a lot..

Dang , this is super helpful . Thankyou SIr

Congratulation for the video number 200 :)

Excellent one

Your videos are awesome and easily understandable keep on brother!!!

Great content! I was in the dark for a while about how to use methods other than Deep Learning for image classification and this is really a great introduction to some of the concepts that are rarely found in recent literature. How effective do you think these methods will be for a defect classification problem where both the classes have a considerable overlap?

I have a question, you mentioned that size of 35*35, whether 35 means pixels? 35 pixels * 35 pixels! your video is really great! I love it very much!thanks!

In the video you say that it is not recommended to use GLCM for semantic sermentation. But this method is widely used in remote sensing even though it is computationally demanding. However, GLCM statistics are usually calculated from a moving window (usually kernel, 3x3, 5x5, 7x7). I spent some time trying to write a function to calculate GLCM-based texture statistics from a moving window. The goal is to create a texture image (eg dissimilarity) with the same shape (x,y) as the original input image. The dissimilarity value for each image pixel is calculated from the GLCM in a neighborhood (3x3, 5x5, ...). I relied on your code but I'm having some trouble getting my code to work. Would it be possible to contact you to solve it? I think it could be interesting material for the channel.

Great content! Very understandable especially for me as a beginner who is interested in image classification. In 17:49 , what does the "0" in the index column mean?

best tutorial ever

IN THIS video, you apply jpg, but I am applying TIF, is it okay ? tif is object!maybe I have to change the codes?

too many indices for array: array is 2-dimensional, but 3 were indexed... how to rectify this error sir?

Hi Sreeni, this is really helpful. I wonder, do you know a method to recognize (background) landscapes on images just like face recognition or something similar? Would be extremely interesting to me! TIA.

Hey Sreeni, thx for this wonderful topic. Is there any possibility of finding the anomalous part in the image and segment it using GLCM? Also can you please make a video on ANOGAN for unsupervised anomaly detection to find the anomalous part within an image?

why do we need 5 GLCM extraction? Can I just use 1 with distance of 1 and angle of 0 ?

Too Good

Hi Sreeni, this is really helpful. thank you,but i got this Massage and i should fix it, "The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead" i tried to use "pd.concat " but i got this error :TypeError: cannot concatenate object of type ''; only Series and DataFrame objs are valid .I would ask you please how to fix it up?

plz help me which is current classifer are used in CBIR model for better performance...

sir i'm undergrad student just need a help from you . Actually i'm workin on malware analysis and after the progress i have to extract the features of grey scale images which is having malware hidden in it as well as clean . using cnn or any other methodogy can it be done ? suggest some ways so that i could extract the feature and classify

Sir, I follow the instructions but there is an error. NameError: name 'img' is not defined. but 'img' is already defined. how can I remove this?

Thank you

Hi sir, I am research student .I need to detect spatio temporal tampering in video data with localization of tampered region. can you provide me the best feature selection technique for the the sake of finding the temporal relationship among the frames.

Great video

Hi,thank you very much for you video . this is really helpful . Please i have an error in test_prediction=le.inverse_transform(test_prediction).It says that y sould be a 1d array , got an array of shape () instead . How can i fix it ? Thank yoy very much

I'm getting a TypeError: graycomatrix() missing 1 required positional argument: 'angles' for the following line: a = graycomatrix(GLCM, 'energy')[0,0] Any ideas what could be causing the error? Thanks.

Sir what about haralick texture features. How to import and use them?

where is the dataset please

After running this code I face this error ValueError: Float images are not supported by greycomatrix. Convert the image to an unsigned integer type.

may i ask, whats the different this GLCM with Deep Neural Network specially Convolution Neural Network which they claim they can beat human accuracy.

hello...can you share about using GLCM in R for UAV/drone image?

it is help full tutorial, thanks for your presentation how to apply #50 iterations. Increase iterations for small learning rates for SVM on this code?

Thank you Sir for such Great Content! After running the code for the binary classification problem. I got this error AxisError: axis 1 is out of bounds for array of dimension 1 When I try to predict on test data to print the accuracy of the model. Sir, Could you please figure out why I got this error?

Hi sir, i m unable to install keras at anaconda, pls help me sir..

Thank you!!

Sir, What is difference between jpg and tiff images?

Can you make a video where the features extracted using Gabor along with GLCM is used for image classification. When I tried the above mentioned method of combining Gabor and GLCM I am getting few errors. So kindly make a video on this topic sir.

sir plz make explanation vedio on Binarized statistical Image features

Can You Please share all images dataset?

Hi sir, can u pls give a video about contrast stretching

great sir please guide me how i link your programming team tanks

how may i contact you sir... i have given a request on linkedn