"# CLIP Interrogator 2.4 by [@pharmapsychotic](https://twitter.com/pharmapsychotic) \n",
"\n",
"Want to figure out what a good prompt might be to create new images like an existing one? The CLIP Interrogator is here to get you answers!\n",
"\n",
"<br>\n",
"\n",
"For Stable Diffusion 1.X choose the **ViT-L** model and for Stable Diffusion 2.0+ choose the **ViT-H** CLIP Model.\n",
"\n",
"This version is specialized for producing nice prompts for use with Stable Diffusion and achieves higher alignment between generated text prompt and source image. You can try out the old [version 1](https://colab.research.google.com/github/pharmapsychotic/clip-interrogator/blob/v1/clip_interrogator.ipynb) to see how different CLIP models ranks terms. \n",
"\n",
"You can also run this on HuggingFace and Replicate<br>\n",
"If this notebook is helpful to you please consider buying me a coffee via [ko-fi](https://ko-fi.com/pharmapsychotic) or following me on [twitter](https://twitter.com/pharmapsychotic) for more cool Ai stuff. 🙂\n",
"\n",
"And if you're looking for more Ai art tools check out my [Ai generative art tools list](https://pharmapsychotic.com/tools.html).\n"
"#@title Batch process a folder of images 📁 -> 📝\n",
"\n",
"#@markdown This will generate prompts for every image in a folder and either save results \n",
"#@markdown to a desc.csv file in the same folder or rename the files to contain their prompts.\n",
"#@markdown The renamed files work well for [DreamBooth extension](https://github.com/d8ahazard/sd_dreambooth_extension)\n",
"#@markdown in the [Stable Diffusion Web UI](https://github.com/AUTOMATIC1111/stable-diffusion-webui).\n",
"#@markdown You can use the generated csv in the [Stable Diffusion Finetuning](https://colab.research.google.com/drive/1vrh_MUSaAMaC5tsLWDxkFILKJ790Z4Bl?usp=sharing)\n",