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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
CSGO: Content-Style Composition in Text-to-Image Generation 🔥
| Date | Stars |
|---|---|
| 2026-07-31 | 391 |
| 2026-08-04 | 391 |
| 2026-09-20 | 391 |
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<div align="center"> <h1>CSGO: Content-Style Composition in Text-to-Image Generation</h1> [**Peng Xing**](https://github.com/xingp-ng)<sup>12*</sup> · [**Haofan Wang**](https://haofanwang.github.io/)<sup>1*</sup> · [**Yanpeng Sun**](https://scholar.google.com.hk/citations?user=a3FI8c4AAAAJ&hl=zh-CN&oi=ao/)<sup>2</sup> · [**Qixun Wang**](https://github.com/wangqixun)<sup>1</sup> · [**Xu Bai**](https://huggingface.co/baymin0220)<sup>13</sup> · [**Hao Ai**](https://github.com/aihao2000)<sup>14</sup> · [**Renyuan Huang**](https://github.com/DannHuang)<sup>15</sup> [**Zechao Li**](https://zechao-li.github.io/)<sup>2✉</sup> <sup>1</sup>InstantX Team · <sup>2</sup>Nanjing University of Science and Technology · <sup>3</sup>Xiaohongshu · <sup>4</sup>Beihang University · <sup>5</sup>Peking University <sup>*</sup>equal contributions, <sup>✉</sup>corresponding authors <a href='https://csgo-gen.github.io/'><img src='https://img.shields.io/badge/Project-Page-green'></a> <a href='https://arxiv.org/abs/2404.02733'><img src='https://img.shields.io/badge/Technique-Report-red'></a> [](https://huggingface.co/InstantX/CSGO) [](https://huggingface.co/spaces/xingpng/CSGO/) [](https://github.com/instantX-research/CSGO) </div> ## Updates 🔥 [//]: # (- **`2024/07/19`**: ✨ We support 🎞️ portrait video editing (aka v2v)! More to see [here](assets/docs/changelog/2024-07-19.md).) [//]: # (- **`2024/07/17`**: 🍎 We support macOS with Apple Silicon, modified from [jeethu](https://github.com/jeethu)'s PR [#143](https://github.com/KwaiVGI/LivePortrait/pull/143).) [//]: # (- **`2024/07/10`**: 💪 We support audio and video concatenating, driving video auto-cropping, and template making to protect privacy. More to see [here](assets/docs/changelog/2024-07-10.md).) [//]: # (- **`2024/07/09`**: 🤗 We released the [HuggingFace Space](https://huggingface.co/spaces/KwaiVGI/liveportrait), thanks to the HF team and [Gradio](https://github.com/gradio-app/gradio)!) [//]: # (Continuous updates, stay tuned!) - **`2024/09/04`**: 🔥 We released the gradio code. You can simply configure it and use it directly. - **`2024/09/03`**: 🔥 We released the online demo on [Hugggingface](https://huggingface.co/spaces/xingpng/CSGO/). - **`2024/09/03`**: 🔥 We released the [pre-trained weight](https://huggingface.co/InstantX/CSGO). - **`2024/09/03`**: 🔥 We released the initial version of the inference code. - **`2024/08/30`**: 🔥 We released the technical report on [arXiv](https://arxiv.org/pdf/2408.16766) - **`2024/07/15`**: 🔥 We released the [homepage](https://csgo-gen.github.io). ## Plan 💪 - [x] technical report - [x] inference code - [x] pre-trained weight [4_16] - [x] pre-trained weight [4_32] - [x] online demo - [ ] pre-trained weight_v2 [4_32] - [ ] IMAGStyle dataset - [ ] training code - [ ] more pre-trained weight ## Introduction 📖 This repo, named **CSGO**, contains the official PyTorch implementation of our paper [CSGO: Content-Style Composition in Text-to-Image Generation](https://arxiv.org/pdf/). We are actively updating and improving this repository. If you find any bugs or have suggestions, welcome to raise issues or submit pull requests (PR) 💖. ## Pipeline 💻 <p align="center"> <img src="assets/image3_1.jpg"> </p> ## Capabilities 🚅 🔥 Our CSGO achieves **image-driven style transfer, text-driven stylized synthesis, and text editing-driven stylized synthesis**. 🔥 For more results, visit our <a href="https://csgo-gen.github.io"><strong>homepage</strong></a> 🔥 <p align="center"> <img src="assets/vis.jpg"> </p> ## Getting Started 🏁 ### 1. Clone the code and prepare the environment ```bash git clone https://github.com/instant
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matched fp:39c7561c53ee60cb, desc:text-to-image, desc:image generation