thisisashwinraj/recipeml · Apply for community grant: Personal project (gpu)

I am building a recipe recommendation project that uses Gen AI.

The project is divided into three phases:
Phase 1 - Recommendation System: Recipe recommendation using household ingredients. The idea is to generate human-centric recommendations. The front end will use stable diffusion to generate images of the recommended recipes to show the user.
Phase 2 - Chatbot Application: The user will be able to query directly with the chatbot to get recipe recommendations based on available ingredients, specific directions for preparing a dish, and ingredients suggestions for specific recipes (including alternates)
Phase 3 - RecipeML for Everyone: Fine-tuning the system to filter recipes based on culinary traditions, user's geography, preferences (calorie intake, cooking time, etc), and exclusions (allergens, meal type(veg/non-veg, etc)), etc.

GPU would be required to build Generative AI and use deep learning to generate better recommendations.