zsxkib / ic-light

✍️✨Prompts to auto-magically relights your images

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Run time and cost

This model costs approximately $0.011 to run on Replicate, or 90 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 15 seconds. The predict time for this model varies significantly based on the inputs.

Readme

IC-Light Text: Illuminate Portraits with Text-Guided Relighting 📝💡

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

Overview 🌈

IC-Light Text (short for “Imposing Consistent Light”) is an AI-powered tool that magically relights your portrait photos using text descriptions. Built upon cutting-edge deep learning techniques, IC-Light Text lets you create beautifully illuminated results with ease! 📸✨

Getting Started 🚀

To start relighting your portraits, simply:

  1. Upload your portrait image
  2. Describe the desired lighting using natural language
  3. Let IC-Light Text work its magic! ✨

Text-Conditioned Relighting ✍️💡

With text-conditioned relighting, you can describe the lighting you want using natural language. Want a warm, golden hour glow? Just type it in! IC-Light Text will interpret your description and relight your portrait accordingly. 🌅

Consistency is Key 🔑

IC-Light Text’s secret sauce is its ability to impose consistent lighting across your portrait. By training the model with a specialized loss function, IC-Light Text ensures that the relighting looks physically plausible and coherent, no matter how creative you get with your descriptions! 🧙‍♂️

Customization Galore 🎛️

IC-Light Text offers a wide range of parameters to fine-tune your relighting results. From adjusting the intensity of the lighting to controlling the output quality, you have the power to create the perfect look for your portraits. 🎚️

Powered by Science 🔬

Under the hood, IC-Light Text leverages state-of-the-art deep learning models, including Stable Diffusion v1.5, to work its relighting magic. With a powerful combination of text encoding, variational autoencoders, and U-Nets, IC-Light Text is at the forefront of AI-driven image manipulation. 🧠

Get Ready to Shine! ✨

With IC-Light Text, you can take your portrait photography to the next level. Say goodbye to flat, lifeless lighting and hello to stunning, perfectly illuminated portraits that will make your subjects shine! 🌟

Disclaimer 📜

While IC-Light Text is an incredibly powerful tool, please use it responsibly. Respect the privacy and rights of the individuals in your photos, and always obtain necessary permissions before sharing or publishing relit images. 🙏

Get ready to see your portraits in a whole new light with IC-Light Text! 🌈✨

For background-conditioned portrait relighting, check out the IC-Light Background model. 🖼️💡