AnyText

https://github.com/suaifu/gpfanytext
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AnyText is a diffusion pipeline for multilingual visual text generation and editing, employing...
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### Install Git and Clone AnyText Repository

Source: https://github.com/suaifu/gpfanytext/blob/main/README.md

Installs Git using conda and clones the AnyText repository. Ensure you have conda installed.

```bash
# Install git (skip if already done)
conda install -c anaconda git
# Clone anytext code
git clone https://github.com/tyxsspa/AnyText.git
cd AnyText
```

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### Deploy AnyText Demo with GPU

Source: https://github.com/suaifu/gpfanytext/blob/main/README.md

Launches the AnyText demo application on a specified GPU, suitable for advanced users with sufficient memory.

```bash
export CUDA_VISIBLE_DEVICES=0 && python demo.py
```

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### Prepare Font File and Environment

Source: https://github.com/suaifu/gpfanytext/blob/main/README.md

Moves a font file to the correct directory and creates/activates a conda environment for AnyText.

```bash
# Prepare a font file; Arial Unicode MS is recommended, **you need to download it on your own**
mv your/path/to/arialuni.ttf ./font/Arial_Unicode.ttf
# Create a new environment and install packages as follows:
conda env create -f environment.yaml
conda activate anytext
```

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### Run Basic Inference

Source: https://github.com/suaifu/gpfanytext/blob/main/README.md

Executes the main inference script to perform text generation and editing.

```bash
python inference.py
```

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### Run Inference with Custom Font

Source: https://github.com/suaifu/gpfanytext/blob/main/README.md

Executes the demo using a user-specified font file. Note that results may vary.

```bash
export CUDA_VISIBLE_DEVICES=0 && python demo.py --font_path your/path/to/font/file.ttf
```

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### Run FP32 Inference without Translator

Source: https://github.com/suaifu/gpfanytext/blob/main/README.md

Configures the demo to use FP32 precision and disables the Chinese-to-English translation model for inference.

```bash
export CUDA_VISIBLE_DEVICES=0 && python demo.py --use_fp32 --no_translator
```

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### Citation for AnyText Paper

Source: https://github.com/suaifu/gpfanytext/blob/main/README.md

This is the BibTeX citation for the AnyText paper. Use this when referencing the project in academic work.

```bibtex
@article{tuo2023anytext,
      title={AnyText: Multilingual Visual Text Generation And Editing},
      author={Yuxiang Tuo and Wangmeng Xiang and Jun-Yan He and Yifeng Geng and Xuansong Xie},
      year={2023},
      eprint={2311.03054},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}
```
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