controlnet-colab
ControlNet
controlnet-colab | ControlNet | |
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9 | 127 | |
514 | 27,964 | |
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3.3 | 4.1 | |
11 months ago | 2 months ago | |
Jupyter Notebook | Python | |
The Unlicense | Apache License 2.0 |
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controlnet-colab
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ChatGPT's API Is So Good and Cheap, It Makes Most Text Generating AI Obsolete
Here's a few bonus OpenAI charcuterie: https://twitter.com/minimaxir/status/1633635144249774082
1. I used a ControlNet Colab from here based on SD 1.5 and the original ControlNet app: https://github.com/camenduru/controlnet-colab
2. Screenshotted a B/W OpenAI logo from their website.
3. Used the Canny adapter and the prompt: charcuterie board, professional food photography, 8k hdr, delicious and vibrant
Now that ControlNet is in diffusers, my next project will be creating an end-to-end workflow for these types of images.
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Groove street, control net on Google collabs, details on the images
I get this link on this GitHub page: https://github.com/camenduru/controlnet-colab
- is controlnet available using google colab?
- When I say MINDBLOWING, I mean it!! New experiments. 100% SD generated. A1111.
- Is there any Colab book to try out ControlNet
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ControlNet Colab fp16 models with Automatic 1111 GUI
Camenduru made a repository on github with all his colabs adapted for ControlNet, check it here
- ControlNet Colab now more than 65 models please try it 🐣
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Google Colab notebook for controlling Stable Diffusion with an input image using various ControlNet models. This example used the Scribble ControlNet model with the image on the left plus the text prompt "cute puppy" to generate the image on the right. See comment for links.
This unofficial GitHub repo added a link to this Colab notebook for transferring control to other Stable Diffusion models. I haven't tried it.
ControlNet
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With the recent developments, It looks like AI art is finally beginning to evolve in the right direction
It`s all possible. Have a look into Automatic1111`s Web UI, ControlNet, OpenPose and, if you don`t have a dedicated GPU with at least 8GB of VRAM, or at least 16GB of RAM to use the CPU, you can also use Stable Horde to use the webUI with a peer-to-peer connection, where you`ll only use a fraction of your resources, but you`ll be able to use local AI models with all the bells and whistles that you won`t get from "state-of-the-art" paid services.
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AI "Artists" Are Lazy, and the Ultimate Goal of AI Image Generation (hint: its sloth)
Next up is ControlNet. Controlnet, as Illyasviel--creator of controlnet--describes it, "let's us control diffusion models!." ControlNet is a neural network structure to control diffusion models by adding extra connections. [8]. There is more to that than what I described, but the big take-away is that ControlNet takes a preprocessed image that you provide (or is generated) and uses that as a way of constraining the output the sampler's noise generates, allowing you to have a bit more control of the output. ControlNet is typically used for character or scene "artwork", which previously would have been a challenge with just prompting alone (at least with this current architecture).
- Making a ControlNet inpaint for sdxl
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[P5V6P2] Mother and Daughter (by azfumi)
For your first part of the comment, I can simply refer you to technologies like ControlNet, LoRA and prompt embedding: https://github.com/lllyasviel/ControlNet https://github.com/microsoft/LoRA
- Calling yourself an AI artist is almost exactly the same as calling yourself a cook for heating readymade meals in a microwave
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Why is the AI not listening to my prompts?
Here you can see what every controlnet preprocessor and model do, to give you an idea of how to use
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Can't get img2img working well
Ya, it takes awhile to really start getting comfortable with the wonkiness. If you are trying to do something specific, look for a LoRA, but in general I'd recommend you get controlnet so you can feed it a reference image. Another simple trick is to edit the image a bit in GIMP or a photo editor to get the color scheme you like and then feed it back to img2img at low denoising (0.1-0.2) to refine it. You can also add just garishly bad cartoon drawing or photoshop in assets and img2img will usually make something of them and blend them into your image, I find this easier than using img2img scribble.
- ControlNet on A1111 seems to have been broken in the new update
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Can anyone help me install SD and ControlNet on my Mac pro M1?
If there are no errors, go to the "Extensions" tab, then "Install from URL". There, enter "https://github.com/lllyasviel/ControlNet" then click "Install".
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According to the poll on the recent thread, /r/dalle2 community decided to keep the subreddit restricted on Reddit.
This is a good place to start reading. Given the open-source nature of SD, there are setups of various difficulty available. A1111 is the "standard" people enjoy because it's easy to plug in new stuff (ControlNet, new models, etc.), but it's not inherently easy to set up and get going. There is an installer for it, but I haven't tried it.
What are some alternatives?
sd-webui-controlnet - WebUI extension for ControlNet
InvokeAI - InvokeAI is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, supports terminal use through a CLI, and serves as the foundation for multiple commercial products.
bloop - bloop is a fast code search engine written in Rust.
lora - Using Low-rank adaptation to quickly fine-tune diffusion models.
gif2gif - Automatic1111 Animated Image (input/output) Extension
LoRA - Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
unprompted - Templating language written for Stable Diffusion workflows. Available as an extension for the Automatic1111 WebUI.
gpt_index - LlamaIndex (GPT Index) is a project that provides a central interface to connect your LLM's with external data. [Moved to: https://github.com/jerryjliu/llama_index]
stable-diffusion-webui-prompt-travel - Travel between prompts in the latent space to make pseudo-animation, extension script for AUTOMATIC1111/stable-diffusion-webui.
llama.cpp - LLM inference in C/C++
stable-diffusion-webui - Stable Diffusion web UI