Text to Image generation using Stable Diffusion || HuggingFace Tutorial Diffusers Library
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11 ماه پیش
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When Dalle-2 was released, creation
When Dalle-2 was released, creation of images using prompts became very easy. It had been a revolutionary tool for artists and creators
However, Dalle-2 is a proprietary model and you would not want to spend dollars merely when you are testing prompts or even for simple use cases
Stable Diffusion, based on the diffusion model, is a FREE and OPEN Source model that helps us in generating images from text prompts and even transferring the styles from one image to another
In this video, we shall learn to generate images using the Generative AI Stable Diffusion model. We shall use the diffusers library of hugging face to help us in creating a pipeline for image generation using text prompts
Additionally, we shall explore the various diffusion pipelines for tasks such as text2image, image2image, text2music, etc. [read more here: huggingface.co/docs/diffusers/api/diffusion_pipeli…]
A diffusion pipeline comprises of 2 main components: the UNet Model and the schedulers. We shall discuss their functioning as well
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References:
* fine tuning language models using AutoTrain: [ • Fine tuning Llama2 using AutoTrain Hu... ]
* Stable Diffusion notebook: colab.research.google.com/drive/1_PP0QQhV5E_mQlTIV…
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11 ماه پیش
در تاریخ 1402/08/06 منتشر شده
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