Text to Image generation using Stable Diffusion || HuggingFace Tutorial Diffusers Library

Datahat -- Simplified AI
Datahat -- Simplified AI
12.5 هزار بار بازدید - 11 ماه پیش - 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 If you find the content useful, make sure to give it a THUMBS UP :) References: * fine tuning language models using AutoTrain: [   • Fine tuning Llama2 using AutoTrain Hu...  ] * Stable Diffusion notebook: colab.research.google.com/drive/1_PP0QQhV5E_mQlTIV… -------------------------------------------------------------------------------------------------------------------------------------- Why learn from datahat?? "Datahat is a bridge" learners --- professionals by simplified data science It provides a platform to learn, create and collaborate helping in the #career #transition to data science, machine learning and data analysis * Here are few interesting reads on our blog: medium.com/@souravagarwal54321 * Connect with us on linkedIn: www.linkedin.com/company/datahat-unfoldingmystery/ * Book a mentorship session: topmate.io/datahat ---------------------------------------------------------------------------------------------------------------------------------- Remember, "the greatest investment ever made is investment in self growth and learning"
11 ماه پیش در تاریخ 1402/08/06 منتشر شده است.
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