zsxkib / ic-light-background

🖼️✨Background images + prompts to auto-magically relights your images (+normal maps🗺️)

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Total runs: 10.0K
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Github
Model's Last Updated: Mai 21 2024

Introduction of ic-light-background

Model Details of ic-light-background

Readme

IC-Light Background: Illuminate Portraits with Stunning Backgrounds 🌄✨

Foreground (Subject) Image + Background Image + Prompt → Subject in Background w/ Correct Lighting

Overview 🖼️

IC-Light Background is a powerful AI-driven tool that takes portrait relighting to the next level by incorporating background images. As a companion to the IC-Light Text model , IC-Light Background allows you to relight your portraits using reference background images, ensuring a cohesive and visually stunning result. 🎨💡

Getting Started 🚀

To begin relighting your portraits with IC-Light Background:

  1. Upload your portrait image
  2. Provide a reference background image with the desired lighting
  3. Watch as IC-Light Background seamlessly applies the background lighting to your portrait! ✨
Background-Conditioned Relighting 📸🌠

IC-Light Background harnesses the power of background images to guide the relighting process. By analyzing the lighting in your reference background, the model can intelligently apply the same illumination to your portrait, creating a harmonious and visually striking result. 🌈

Normal Map Estimation 🗺️

One of the standout features of IC-Light Background is its ability to estimate normal maps from the relit portraits. By relighting the image from four different directions (left, right, top, bottom), the model can compute a detailed normal map that captures the 3D-like shading of your portrait. This adds an extra layer of depth and realism to your relit images. 🌍

Seamless Integration 🧩

IC-Light Background is designed to work hand-in-hand with the IC-Light Text model . While the text-conditioned model focuses on relighting portraits based on textual descriptions, IC-Light Background takes it a step further by incorporating reference background images. Together, these models provide a comprehensive and versatile portrait relighting solution. 🤝

Customization Options 🎚️

Just like its text-conditioned counterpart, IC-Light Background offers a wide range of customization options to fine-tune your relighting results. From adjusting the relighting strength to controlling the output resolution, you have the flexibility to create the perfect look for your portraits. 🔧

Cutting-Edge Technology 🧠

IC-Light Background is powered by state-of-the-art deep learning models, including Stable Diffusion v1.5 and the BriaRMBG model for foreground extraction. By leveraging advanced techniques such as variational autoencoders, U-Nets, and custom loss functions, IC-Light Background achieves unprecedented levels of relighting quality and consistency. 🚀

Elevate Your Portraits 📈

With IC-Light Background, you can take your portrait photography to new heights. By harnessing the power of stunning background lighting, you can create portraits that truly stand out and captivate your audience. Get ready to unleash your creativity and explore a world of breathtaking portrait relighting possibilities! 🌟

Responsible Use 🙏

As with any powerful tool, please use IC-Light Background responsibly. Respect the privacy and rights of the individuals in your photos, and always obtain necessary permissions before sharing or publishing relit images. 📜

Discover the magic of background-conditioned portrait relighting with IC-Light Background! 🎨✨


For text-conditioned portrait relighting, check out the IC-Light Text model . 📝💡

Pricing of ic-light-background replicate.com

Run time and cost

This model costs approximately $0.028 to run on Replicate, or 35 runs per $1, but this varies depending on your inputs. It is also open source and you can run it on your own computer with Docker .

This model runs on Nvidia A40 (Large) GPU hardware . Predictions typically complete within 39 seconds. The predict time for this model varies significantly based on the inputs.

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More Information About ic-light-background replicate.com Model

More ic-light-background license Visit here:

https://github.com/zsxkib/IC-Light/blob/main/LICENSE

ic-light-background replicate.com

ic-light-background replicate.com is an AI model on replicate.com that provides ic-light-background's model effect (🖼️✨Background images + prompts to auto-magically relights your images (+normal maps🗺️)), which can be used instantly with this zsxkib ic-light-background model. replicate.com supports a free trial of the ic-light-background model, and also provides paid use of the ic-light-background. Support call ic-light-background model through api, including Node.js, Python, http.

ic-light-background replicate.com Url

https://replicate.com/zsxkib/ic-light-background

zsxkib ic-light-background online free

ic-light-background replicate.com is an online trial and call api platform, which integrates ic-light-background's modeling effects, including api services, and provides a free online trial of ic-light-background, you can try ic-light-background online for free by clicking the link below.

zsxkib ic-light-background online free url in replicate.com:

https://replicate.com/zsxkib/ic-light-background

ic-light-background install

ic-light-background is an open source model from GitHub that offers a free installation service, and any user can find ic-light-background on GitHub to install. At the same time, replicate.com provides the effect of ic-light-background install, users can directly use ic-light-background installed effect in replicate.com for debugging and trial. It also supports api for free installation.

ic-light-background install url in replicate.com:

https://replicate.com/zsxkib/ic-light-background

ic-light-background install url in github:

https://github.com/zsxkib/IC-Light/tree/background-model

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