🔥 7 days Hackathon
🦾 The first Stable Diffusion XL hackathon
✨ Even more models available! Use GPT-4, ChatGPT, Whisper, Cohere and AI21 and more!
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Stable Diffusion 2.0 AI Hackathon

No-rank

Apprentice

KingPineapple

Title: Virtual Fitting Room - AI-Driven Clothing Try-On

Overview:
Our idea for the hackathon is to create an AI-driven virtual fitting room that allows users to try on new clothes or outfits by providing an image of themselves. The application will utilize advanced image generation models and impainting to generate realistic images of the user wearing the desired clothes, enabling them to explore different styles and make more informed purchasing decisions.

AIsthetic Innovations

Our idea for the hackathon is to create an AI-driven virtual fitting room that allows users to try on new clothes or outfits by providing an image of themselves. The application will utilize advanced image generation models and impainting to generate realistic images of the user wearing the desired clothes, enabling them to explore different styles and make more informed purchasing decisions. 

By employing Stable Diffusion, our virtual fitting room will be capable of synthesizing intricate clothing textures and maintaining the natural appearance of the user's body contours, thus providing an immersive and personalized shopping experience. Moreover, the application will be adept at handling various clothing types, including formal wear, casual attire, and seasonal outfits, allowing users to explore a diverse array of styles effortlessly.

Fabric AI is your virtual Fitting Room. Use State of the Art models for AI-Driven Clothing Try-On

Fabric AI 

Stable Diffusion is a latent text-to-image diffusion model capable of generating stylized and photo-realistic images. It is pre-trained on a subset of of the LAION-5B dataset and the model can be run at home on a consumer grade graphics card so everyone can create stunning art within seconds.

Stable Diffusion

ChatGPT is a large language model trained by OpenAI to generate human-like text in a conversational style. It is a variant of the GPT-3 model, which was specifically designed to be used to generate text in response to user input. The ChatGPT model has been trained on a vast amount of text data, including conversations and other types of human-generated text, which allows it to generate text that is similar in style and content to human conversation. ChatGPT can be used to generate responses to questions, code, make suggestions, or provide information in a conversational manner, and it is able to do so in a way that is often indistinguishable from human-generated text. The initial model has been trained using Reinforcement Learning from Human Feedback (RLHF), using methods similar to InstructGPT, but with slight differences in the data collection setup. The model is trained using supervised fine-tuning, where human AI trainers provided conversations in which they played both sides—the user and an AI assistant. The trainers would have had access to model-written suggestions to help them compose their responses.

ChatGPT

Whisper is a general-purpose speech recognition model. It is trained on a large dataset of diverse audio and is also a multi-task model that can perform multilingual speech recognition as well as speech translation and language identification.

Whisper

One of the best AI labs in the world. By using the Cohere platform we are able to use one of the best and most powerful language models for our own! There are many tutorials, including our own one, that show how to use Cohere.

Cohere

AI21 Labs is a platform for building AI applications. It provides a suite of tools and guides for building AI applications and training models. AI21 Labs helps developers and businesses use cutting-edge language models, with no NLP expertise required. Access powerful language models using an API that makes you smile

AI21 Labs

Vercel is a platform designed for developers, providing speed, reliability, and scalability to create and deploy web applications. With built-in CI/CD, zero configuration, and deep integrations with popular Git providers such as GitHub, GitLab, and Bitbucket, Vercel streamlines the development process, making it easy for teams to collaborate and iterate on their projects.

Vercel

OpenAI Codex is an artificial intelligence platform that enables developers to translate natural language into code. 

Codex

Access large language models that can understand text and take appropriate action — like highlight a post that violates your community guidelines, or trigger accurate chatbot responses

Cohere Classify

Turn text into numerical representations of language for deeper insights at scale. Embed makes it possible to algorithmically categorize and score text quickly to extract meaning.

Cohere Embed

GPT-3 stands for Generative Pre-trained Transformer 3 and it is an autoregressive language model that uses deep learning to produce human-like text. It is the third-generation language prediction model in the GPT-n series created by OpenAI. GPT-3 is currently in open beta.

GPT-3

YOLOv7 is the new state-of-the-art object detector in the YOLO family. According to the paper, it is the  most accurate and fastest real-time object detection to date.

YOLOv7

GPT-4 is OpenAI's 4th generation Generative Pre-trained Transformer. It is a multimodal large language model that uses deep learning to produce human-like text, accepting image and text inputs. GPT-4 is OpenAI's most advanced system, producing safer and more useful responses

Nikhil Pinnaparaju@KingPineapple

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🤓 Submissions

Fabric AI

👌 Attended Hackathons

Stable Diffusion 2.0 AI Hackathon

📝 Certificates

Stable Diffusion 2.0 AI Hackathon | Certificate