Jin Lei's West Wind Originates from Aofei Temple
Quantum bit | public account QbitAI
Family members, I really want to be shaken AI Enlargement I'm laughing to death——
Focus on one, which makes people "unexpected" and "angry"~
For example, the photo of a loving couple is very believable before AI expansion:
△ Source of material: Douyin @ Happy Savage
However, under the "divine operation" of AI image expansion, the painting style is simply a 180 degree reversal:
△ Source of material: Douyin @ Happy Savage
Netizens could not laugh or cry after reading it, jokingly saying that it was "more pious" and "too inspirational".
Originally, many friends wanted to use it to expand the original photos, but the AI expansion results were mainly one Absurdity 。
As a result, more and more netizens began to pop out their masterpieces of AI expansion. Let's enjoy several groups of "surprise".
AI Expands the image of God, and is willing to give him a name Hold Her Feet ：
△ Source of material: dithering @ heartbreaking
AI Map Expanding Masterpiece II, Trees for ten years, people for a hundred years ：
△ Source of material: network
AI Enlarge the picture of divine work 3, and wish to give it a name Wish you happiness ：
△ Source of material: network
For one thing, there is a vivid sense of vision of a large-scale documentary, "The Legend of AI Enlargement".
Ran Goose, how can such a famous scene get less participation from Legend of Zhen Huan.
The Legend of Zhen Huan has also expanded 10000 possibilities
In order to verify whether AI expansion is really such a wonderful thing, we also conducted a wave of actual measurement——
source material: Legend of Zhen Huan ； Software: cut Ying 。
From the perspective of operation, it is relatively simple. Just open the clip app, upload pictures, click "Special Effects", "Picture Play", and then select "Intelligent Enlargement" OK.
Next, please continue to enjoy the name scene of AI expansion
Journey to the West on the Top of the Furnace of Zhen Huan: AI directly expanded the background of Zhen Huan into a western palace.
Similar to this
Feed a fat orange (the emperor) in, and the AI expansion can give us one Pregnancy photograph ……
The group photos of the concubines, under AI's great efforts to expand the picture, let them wear jeans, sneakers and shuttle in the streets of Chinese and Western.
There is also a more advanced way to play - continue to feed AI disabled pictures to it to expand the picture.
For example, we just got the pregnancy photos of Pangju, and the results of AI expansion are more "amazing":
Yes, with legs and luggage, AI extends the story of photo transmission to "running away from home during pregnancy"
The stories of the concubines also have a bold innovation, from the ancient palace drama to the modern.
I have to say, AI expansion, you really gave the Legend of Zhen Huan 10000 possibilities.
At this time, there was a question of affirmation from a small partner. Since AI maps are so "weak X", why do you want to use them?
Just as the so-called AI has stumbled, what we just showed is just its failure or illogical cases.
In fact, after the introduction of this function, most of the enlarged drawing effects are quite impressive.
For example, the partial photos of a couple's wedding can expand the scope of the scene, which is very reasonable and warm:
It is also possible to enlarge the background range of street photos.
Then the next question is:
How?
When it comes to AI map expansion, Midjournal, Photoshop, DALL-E 2, Stable Diffusion, etc. have introduced similar functions before, and their underlying principles are also similar.
DALL-E, Stable Diffusion, Photoshop's Generic Fill, etc Outpainting Technology.
Outpainting is an image processing technology. Contrary to inpainting (image internal filling), it can synthesize new content consistent with the original image according to the content, style and context of the existing image, thus expanding the visual range of the image.
Outpainting usually relies on deep learning models, including content diffusion based, GAN based, semantic understanding based, etc.
In addition, AI image expansion is not only the process of increasing the number of pixels, but also the process of increasing image resolution.
For example, CNN is a commonly used neural network in AI image expansion. It learns a large number of low resolution and high resolution image pairs to understand image features and learn how to reconstruct high resolution images from low resolution.
Super resolution technology enables the model to fill the missing pixels in the low resolution image, so as to generate a higher resolution image.
In order to ensure image details, attention should be paid to detail enhancement and noise suppression in the process of image expansion.
Although AI image expansion technology has made great progress at present, the real-time processing capability still needs to be improved. Generally, higher quality image expansion requires more computing time.
The generation speed of many existing AI expansion tools has been greatly improved, but the probability of whether the quality of finished products is logical is relatively random.
Even though the results given by AI expansion are sometimes outrageous, this "abstract wind" has brought a lot of fun to netizens.
Some netizens said that the most exciting part of dithering these days is the AI map expansion comment area.
Because the large-scale documentary "AI Legend" is still being updated
So today, have you expanded the AI map?
Reference link:
[1] https://weibo.com/6128329691/4974454526706532
[2] https://s.weibo.com/weibo?q=AI%E6%89%A9%E5%9B%BE
