A blog post presenting findings and tips on fine-tuning Stable Diffusion with the Dreambooth technique using Diffusers. It describes experiments with hyperparameters and settings, recommending a low learning rate and progressively more training steps, and notes that faces need more steps and prior preservation.
A tutorial series by Dylan Ebert showing how AI tools can be incorporated into a game development workflow. It describes creating a fully functional farming game in five days, covering art style, game design, 3D assets, 2D assets and story. The first part covers choosing an art style with Stable Diffusion, generating concept art and bringing it into Unity; readers are assumed to know Unity and C#.
The workers are called Artisans and can perform 1,000s of tasks with minimal human input.
An online tool that removes video backgrounds using AI, accepting MP4, MOV and WEBM files. Free exports are 720p MP4 with a light watermark, while Pro allows 4K export without a watermark. Files are auto-deleted within one hour and are not used for training.
BasedLabs is a web-based platform for generating AI images, videos, and face swaps with over 50 AI models. It also offers free online video editing tools, including a YouTube video editor and a TikTok video generator. The service is free to sign up for and requires no software installation.
A gentle illustrated introduction by Jay Alammar to how Stable Diffusion works, covering the components of Stable Diffusion, what diffusion is, painting images by removing noise, diffusion on compressed latent data, and the text encoder. It focuses on image generation from text only (text2img) and includes translations into Chinese and Vietnamese.
DreamBooth is a method for personalizing text-to-image diffusion models. Given a few images of a subject and its class name, it fine-tunes a pretrained model so a unique identifier refers to that subject, allowing synthesis of the subject in new scenes, poses, views and lighting, with tasks including subject recontextualization and text-guided view synthesis.
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A tutorial series by Dylan Ebert showing how AI tools can be incorporated into a game development workflow. It describes creating a fully functional farming game in five days, covering art style, game design, 3D assets, 2D assets and story. The first part covers choosing an art style with Stable Diffusion, generating concept art and bringing it into Unity; readers are assumed to know Unity and C#.
The workers are called Artisans and can perform 1,000s of tasks with minimal human input.
An online tool that removes video backgrounds using AI, accepting MP4, MOV and WEBM files. Free exports are 720p MP4 with a light watermark, while Pro allows 4K export without a watermark. Files are auto-deleted within one hour and are not used for training.
BasedLabs is a web-based platform for generating AI images, videos, and face swaps with over 50 AI models. It also offers free online video editing tools, including a YouTube video editor and a TikTok video generator. The service is free to sign up for and requires no software installation.
A gentle illustrated introduction by Jay Alammar to how Stable Diffusion works, covering the components of Stable Diffusion, what diffusion is, painting images by removing noise, diffusion on compressed latent data, and the text encoder. It focuses on image generation from text only (text2img) and includes translations into Chinese and Vietnamese.
DreamBooth is a method for personalizing text-to-image diffusion models. Given a few images of a subject and its class name, it fine-tunes a pretrained model so a unique identifier refers to that subject, allowing synthesis of the subject in new scenes, poses, views and lighting, with tasks including subject recontextualization and text-guided view synthesis.
