251 - Satellite image to maps translation using pix2pix GAN 

I was waiting for this demonstration sir thanks a lot and keep supporting your virtual family 😊😊

Thank you very much for this amazing tutorial. This video has ironed out some of the things i was struggling with for px2pix + satellite imagery.

Great tutorial sir! I've a doubt. Is this only the training phase? Where is the val folder used?

Thank you for sharing your treasure!!! Why do you keep the BatchNormalization layers to trainable=True in the "define_gan" function?

Thanks for the detailed explanation. Correct me if I am wrong, Your model already started producing very good results only after 10 epochs because you are testing on an input image which was part of training set. I wonder what happens if you use an input image which was not part of training set.

Great tutorials! I am just finishing up my undergrad in Geomatics Engineering. I was wondering if you could make some videos or point me in the direction of: -Adding external data such as radar readings to each pixel to make better use of all spatial data that is available to the user, not just pixels. Thanks tons!!

Thanks sir but I have one problem related MAE value,where are we printing MAE value

Amazing tutorial thank you sir keep up the good work

Thank you for this channel, it helps a lot! I have one question, if the training stops, how to load the saved model and restart training where it was let off?

cannot import name 'img_to_array' from 'keras.preprocessing.image ..sir how to solve this error

I am getting good results while testing from one of the trained samples. Although when I test the model with an entirely new image (one that is not trained as a part of the model), the results are not so convincing. A similar looking image is generated irrespective of the input image. Does anyone know how to solve this?

Thank you for your tutorial. Great.

thnks many sreeni

I have a Corona image, only in PAN band, and I would like it to be colorized which is now big issue for me, because there is no colored image to use asa training image. So can I use any PAN image or multiband image from recent Landsats? Thank you

Thank you for the fruitful video, but when i run the code on the last part I get this error ValueError: When there is only a single output, the `loss_weights` argument must be a Python float. Received instead: loss_weights=[0.5] of type , I tried with jupyter notebook and spyder, with both tiff and png images but i cant get to train , i get the same error. please assist.

sir,can we use the same code for translating satellite images to optic images

Can the same model be used to colorize black and white images?

Sir one question, we've downloaded the dataset as a zipped file, and on using that downloaded folder as the path in the code provided, we've been getting an error that says the system cannot find the specified path. How can we overcome this problem?

I tried implementing this using UNET quite a while ago, wondering why using a UNET as generator never crossed my mind

Amazing tutorial, Thank You Sir Sir could you also provide tutorials on Object Detection and Pose Detection using Keras.

Thank you for all your great videos ! I notice that you use Input from tf.keras.models while in previous video it was imported from tf.keras.layers. Is there a difference between these 2 imports ?

Can we use GAN on sound with respective to nyquist condition, so neural network will create new sound using our sound dataset. there's a special algorithms for audio but i wanted to make it with image GAN in both we are dealing with number. Is it possible that GAN generated data to be reconstruct in expected output

Where can we use this concept? Please, Can anybody enlighten me?

Sir why you are focusing more on image related can we follow this series for learning ML????

Thanks

hello....your videos are amazing.... am very new to this Could you please let me know why this is happening...? cannot import name 'input' from 'keras.models how to do it Thank you

Hey! Your Videos are Amazing. Can you post some Videos On Diffusion.

Thanks for the video, could you do an image to image translation with a custom dataset. Thanks

The code did not work with the keras == 2.10.0 version or higher. it worked with keras == 2.4.1 version. Thank you for the video. I am learnining a lot.

Hello sir, Can this pix2pix model be used for multi-class image segmentation?