How to backpropagate cue words with images? Let's try generating descriptors with images using AI backpropagation

You see a super cool picture online and think, "Wow, that's awesome, how can I get a similar one?"

At this time, the Backpropagation Image Cue Words technology is like your private detective, helping you analyze this image and find out the secrets behind it - that is, those keywords that may be used to generate this image. Then, you can tweak the original image to create your own style, or let AI help you draw a picture that is closer to your idea~.

Compare 5 of the hottest cue word backpropagation tools to see the results together.

First of all, the demonstration chart that we uniformly use is the following, which I generated in Instant Dreams, and the cue words after backpropagation are also uniformly generated in Instant Dreams.

How to backpropagate cue words with images? Let's try generating descriptors with images using AI backpropagation

I. Tencent Yuanbao

Website:https://www.1ai.net/11784.html

First, ask a question after uploading the demonstration image thatYou are an expert in AI painting cue words, may I ask, what style of image is this?

How to backpropagate cue words with images? Let's try generating descriptors with images using AI backpropagation

Then, ask the following questions in turn (no need to upload images anymore):

Please describe all the details of this painting without missing a single detail.

Please combine all the details into one paragraph and turn it into an AI painting cue word for me.

Very good! Please write me 5 more similar sets of AI painting prompt words.

How to backpropagate cue words with images? Let's try generating descriptors with images using AI backpropagation

Then you get the following cue words, and after you get these, go to i.e. Dream and generate them, with the following results.

How to backpropagate cue words with images? Let's try generating descriptors with images using AI backpropagation

Found that the effect is far from the original picture, mainly because the prompt word is too general, so this is not recommended to use the Tencent Yuanbao counterpropagation.

II. A Thousand Questions on the General Meaning

Website:https://www.1ai.net/6763.html

After uploading the image, ask questions.Analyze this image carefully, I'm going to draw the same image using AI drawing tools, help me write the prompts.

How to backpropagate cue words with images? Let's try generating descriptors with images using AI backpropagation

Then using these cue words, the following results were generated.

How to backpropagate cue words with images? Let's try generating descriptors with images using AI backpropagation

The generated effects, except for the first one, are not passable, so I don't really recommend the Tongyi Thousand Questions.

III. Wisdom and Clear Words

Website:https://www.1ai.net/2443.html

After uploading the image, ask the following question.Please analyze all the elements you see in this image, including color, composition, content, style, etc. and output it to me in a paragraph, being careful to include all the elements and not leave them out.

Then, continue with slight modifications and questions to get the following keywords.

How to backpropagate cue words with images? Let's try generating descriptors with images using AI backpropagation

The generated result is as follows, and the robot is not metallic. So, the generated one is not so good either.

How to backpropagate cue words with images? Let's try generating descriptors with images using AI backpropagation

IV. chatGPT

Website:https://www.1ai.net/10491.html

Upload an image and add the cue word thatPlease talk about all the elements you see in this image and analyze them, including color, composition, content, style, etc., and output them to me in a paragraph, taking care to include all the elements and not leave them out.

How to backpropagate cue words with images? Let's try generating descriptors with images using AI backpropagation

Then, generate the cue word thatCould you please take this passage and summarize it into cue words that can be used to draw with Ai.

How to backpropagate cue words with images? Let's try generating descriptors with images using AI backpropagation

OK! After we get the cue word, go to that after the dream generation, the effect can be regarded as the upper middle, not bad.

How to backpropagate cue words with images? Let's try generating descriptors with images using AI backpropagation

V. Midjourney

Website:https://www.1ai.net/10463.html

This is one I tried this afternoon specifically with a Midjourney membership. The way to use it is, use the demo image + /describe command.

How to backpropagate cue words with images? Let's try generating descriptors with images using AI backpropagation

Then, 4 commands come out directly. Click on 1, 2, 3, 4 below to generate images corresponding to the serial numbers of the commands.

How to backpropagate cue words with images? Let's try generating descriptors with images using AI backpropagation

Then I took 1,2,3,4 and tested them in my dream, and the result of 3 is the closest to the style of the demonstration diagram.

How to backpropagate cue words with images? Let's try generating descriptors with images using AI backpropagation

How to backpropagate cue words with images? Let's try generating descriptors with images using AI backpropagation

How to backpropagate cue words with images? Let's try generating descriptors with images using AI backpropagation

How to backpropagate cue words with images? Let's try generating descriptors with images using AI backpropagation

Then I tested the lower generation effect in midj itself! It's pretty good too.

How to backpropagate cue words with images? Let's try generating descriptors with images using AI backpropagation

Looking at the generation of this chart in instant dream, I personally think chatGPT and Midjourney have the best results. Domestic performs average.

However, there is inherently some randomness in the outturn, so if you find that it doesn't quite fit, you can do so by manually modifying the cue words after backpropagation, or by padding the chart.

What do you think?

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