Tencent ColorFlow: Cutting-edge technology for coloring comics

Tencent’s ColorFlow AI 🎨 can now colorize black and white manga with one click! It maintains consistent character colors 🧑‍🎨, is easy to operate, even for beginners 🖱️, and is more convenient for local deployment 💻! Come and experience the fun of AI coloring 🎉!

🤯 Amazing! AI coloring is getting so competitive? Tencent’s ColorFlow lets your manga come to life with one click!

Recently, the AI world has been buzzing again! Tencent AI Lab has released a game-changer called ColorFlow, which can automatically color black and white manga! And it’s not just some sloppy job; it can maintain the consistency of character features! I tried it out, and it’s simply stunning. I feel like I could be a manga artist myself!

This thing isn’t just for show; it’s the result of a “big collaboration” between Tsinghua University and Tencent! They developed a three-stage diffusion model framework called ColorFlow. In simple terms, it lets AI “recall” previously seen colored images and then use these “memories” to color black and white images. What’s amazing is that it can remember the characters’ hair color and clothing color, ensuring that the colors are consistent across all images! Isn’t this the legendary “one-click outfit change that never fades”?

Previous coloring methods required individual fine-tuning for each character or manual extraction of character features, which was a pain! ColorFlow directly solves this problem using “retrieval-augmented coloring.” It’s like a “color memory master” that can use the self-attention mechanism within the diffusion model, based on reference images, to achieve powerful contextual learning and color identity matching. Simply put, it can “understand” colors itself and then apply them. It’s just too smart!

🚀 One-click launch, even beginners can master AI coloring!

Okay, now that I’ve said so much, I know you’re eager to try it out! Don’t worry, here it comes! To make it easy for everyone to use this AI tool, I’ve got a local one-click launch package! You just need to click once to use it on your own computer, and you no longer have to worry about privacy leaks or environment configurations! Isn’t that super convenient?

💻 Computer configuration requirements? Super simple!

Windows 10/11 64-bit operating system, NVIDIA graphics card with 8GB or more of video memory, CUDA >= 12.1

That’s it? Doesn’t it feel like the barrier to entry is really low? As long as your computer isn’t too old, it should basically be able to run it!

⬇️ Download and usage tutorial, I’ll guide you step by step!

1. Download the compressed package:
   Download link: https://www.patreon.com/posts/tencent-cutting-119457694

2. Extract the files:
   After extracting, remember to put the files in a path without any Chinese characters, then double-click the “run.exe” file to run it.

3. Access through your browser:
   The software will automatically open a browser, and then you can start your coloring journey!

🎨 Coloring steps, you’ll get it in one go!

• Select the input style: Grayscale (ScreenStyle), line drawing + shadows, line drawing, choose according to your needs!
• Upload your image: Click the “Upload” button to upload the image you want to color!
• Preprocess the image: Click the “Preprocess” button to desaturate the image, allowing the AI to “perform” better!
• Upload reference images: Upload multiple reference images to tell the AI what colors you want!
• Set sampling parameters (optional): If you’re a “techie,” you can adjust the parameters yourself; if you’re a “beginner,” using the default settings is also fine!
• Click “Colorize”: Everything’s ready, click the “Colorize” button, and wait for the miracle to happen!

⏱️ Friendly reminder: Hugging Face ZeroGPU has a 180-second inference time limit. If the time expires, consider logging in with a free account or running it on your local computer.

ColorFlow’s implementation process is actually divided into three steps: Retrieval-Augmented Process (RAP), In-Context Coloring Process (ICP), and Guided Super-Resolution Process (GSRP). Does it sound a bit complicated? It doesn’t matter, you just need to know that they’re like three “good buddies” who work together to ensure that the coloring effect is fast and good!

In short, ColorFlow is a brand new open-source method for automatic image coloring that combines precision, efficiency, and artistry! It can instantly “bring to life” your black and white manga and ensure color consistency, it’s just too amazing!

So, are you excited? Quickly give it a like and share it with your friends to experience the magic of AI coloring together! If you also want to try this awesome tool, remember to click “Like” to show your support!