Questions tagged [image-generation]

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How to generate the original image from feature set?

We all know that using CNN, or even simpler functions, like CLD or EHD, we can generate a set of features out of images. Is there any ways or approaches that given a set of features, we can somehow ...
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1answer
43 views

If the goal of training of a GAN is to have $P_g=P_{data}$, shouldn't this produce the exact same images?

Referring to the blog, Image Completion with Deep Learning in TensorFlow, it clearly says that we would want a generator $g$ whose modeled distribution fits our dataset $data$, in other words, $P_{...
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1answer
58 views

Other deep learning image generation techniques besides GANs?

Can you please point me to some resources about image genereation besides GANs? Are there any other techniques throughout history? How did idea of image generation evolved and how it started? I tried ...
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0answers
20 views

How do GANs create an image with specific characteristics?

I've seen GANs that do things like convert an image to a painting or this GAN here https://make.girls.moe/#/ that takes in a set of characteristics and generates a waifu with those characteristics. ...
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1answer
73 views

beautify an image with reinforcement learning

I am trying to formulate and solve the following problem of image mutation. Suppose I am trying to insert an object image into a "background" image of several objects, and I will need to look for a "...
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1answer
40 views

Algorithm that creates new images based on other images

Are there any open sourced algorithms that can take a couple of images as an input and generate a new, similar image based on that input? Or are there any resources where I can learn to create such an ...
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0answers
11 views

How to debug and find neurons that most influenced a pixel in the output image?

I'm building CNN network of Image to Image. After training, I have some bad results in part of the Image. I would like to find the neurons that most influenced those pixels and do retraining only ...
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1answer
44 views

Use Image data from Drive to Colab for Image Augmentation

I am working on CNN. I have saved images in drive to do image augmentation in keras, I have used method (.flow_from_directory(directory)) Since it require directory path. I have mounted drive and give ...
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0answers
22 views

Maximum number of nodes for CNN for mobile phones

I am building a mobile camera app that needs to show a real time preview of the processed image. So i was thinking of reducing the image size to 100 x 100. But as for the weights and number of layers. ...
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0answers
27 views

How would an AI visualize a story written in natural language?

Can AI transform natural language text describing real scenarios to visual images and videos ? How does as AI interprets say a Harry Potter story if it has to reproduce it in form of videos ? Would be ...
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3answers
80 views

Is there any online tool or API available for generating images from text?

I have made some research online but I have yet to find a tool where I can input text such as: A bonobo ape climbing a tree And receive a image illustrating the sentence. An API would be ...
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1answer
37 views

Creating videos of AI generated photographs

I came across this article today: These faces show how far AI image generation has advanced in just four years. I would never in a million years have guessed that the people on the right (in the first ...