作为一个AI绘画模型深度使用者,就个人感受而言,AI绘画工具的表现确实让人耳目一新,而其本质其实是一种生成符合给定文本描述的真实图像(text-to-image)的崭新交互方式。 文本到图像模型(Text-to-image model) 文本到图像模型(Text-to-image model)是一种机器学习模型,它将自然语言描述作为输入并生成与该描述匹配的...
文本到图像技术在实际应用中具有广泛的应用,如电影场景生成、游戏场景生成、商品设计等等。而huggingface是NLP领域中非常受欢迎的开源社区之一。Hugging Face社区致力于推动NLP技术的发展,为NLP研究人员、开发者和爱好者提供高质量的NLP工具和模型。在这里我们就以huggingface的开源模型为例完成text-to-image的实例操作。 首...
train LoRA 需要模特清晰的面部特征、多个角度、10-20张图片,推荐一个好用的图片裁剪工具 Bulk Image Resizing Made Easy 2.0 3. inference 的 'path-to-save-model'参数 inference 的 'path-to-save-model' 参数应该与训练时的'path-to-save-model'值保持一致。否则会出现“Exception: Error while deseri...
Microsoft.SemanticKernel.Connectors.HuggingFace v1.15.0-previewImportant Some information relates to prerelease product that may be substantially modified before it’s released. Microsoft makes no warranties, express or implied, with respect to the information provided here.HuggingFace imag...
then((blob) => { const image = new Image(); image.src = URL.createObjectURL(blob); return image; }) hpssjellis Mar 13, 2023 Author Alright @hpssjellis you can try the new version @huggingface/inference@1.6.0, a blob is directly returned! You can also draw the img to a canvas ...
Developed by PromptHero, a leadingprompt engineeringwebsite, Openjourney is the second most downloaded text-to-image model onHuggingFace, following Stable Diffusion. Users prefer Openjourney for its ability to generate impressive images with minimal input and its suitability as a base model for fine...
Huggingface's transformers library is a great resource for natural language processing tasks, and it includes an implementation of OpenAI's CLIP model including a pretrained model clip-vit-large-patch14. The CLIP model is a powerful image and text embedding model that can ...
3. After clicking on an image an asynchronous request will be sent to a HuggingFaceSalesforce/blip-image-captioning-baseImageToText model to process and generate a description of the image, it may take a few seconds. 4. Since HuggingFace with its inference API creates a common interface for ...
A fine tune version of Stable Diffusion model on self-translate 10k diffusiondb Chinese Corpus and "extend" it translationdeep-learningdatasetvaechinesenmtunetclipstyletransferhuggingfacetext-imagetexttoimagehuggingface-transformersstable-diffusiondiffusers ...
Text-to-image diffusion models can create stunning images from natural language descriptions that rival the work of professional artists and photographers. However, these models are large, with complex network architectures and tens of denoising iterations, making them computationally expensive and slow ...