Experiments/GenAI

From Open Food Facts

• https://github.com/openfoodfacts/openfoodfacts-ai/issues/289
• https://openfoodfacts.slack.com/archives/CF0286BRQ/p1705611584634089
• https://openfoodfacts.slack.com/archives/CF0286BRQ/p1702632877529589
• https://openfoodfacts.slack.com/archives/CF0286BRQ/p1702322101115109
• https://openfoodfacts.slack.com/archives/C1UNFJVQV/p1712323105541929 - Henadzi Rabkin I have started fine tuning with LLaVA back then in February, then postponed the project. Here's a link on my colab https://colab.research.google.com/drive/1REw1PdZLg1Wy3MAGORIGVe1qIhxn_V2x?usp=sharing - TIMG: https://openfoodfacts.slack.com/archives/C1UNFJVQV/p1709093097394419
• Segmentation: Vince I had to use https://huggingface.co/briaai/RMBG-1.4 in another context, and I was quite impressed with the results. It works quite well on our own use-case too. Here are a few examples:
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From elsewhere

• Google Experiment - Mix 2 cuisines together and create wacky recipes
• interesting concept, quite disruptive of OFF: https://foodanalyze.com/ - no permanent storage, no barcode orientation and the associated HackerNews thread: https://news.ycombinator.com/item?id=41259425
• https://openfoodfacts.slack.com/archives/C02VDSWHT/p1703301573620989
• https://engineering.hellofresh.com/recipes-and-generative-ai-6d74a107860c
• FYI , OpenAI has deployed image input, and interesting use cases are emerging, https://twitter.com/jackloganjohns/status/1712600735366393912?t=R8PYuJuEPSPi9-s6JYj2mQ&s=19
• Accidentally found today this dataset, might be helpful, see "Intended use " section https://agdatacommons.nal.usda.gov/articles/dataset/SNAPMe_A_Benchmark_Dataset_of_Food_Photos_with_Food_Records_for_Evaluation_of_Computer_Vision_Algorithms_in_the_Context_of_Dietary_Assessment/24856449

• Carrefour playing with virtual avatars and ChatGPT for the Nutri-Score. https://lehub.laposte.fr/repere/chatgpt-carrefour-cree-son-premier-avatar-grace-intelligence-artificielle-generative
• (Open Products Facts) Interesting Demo from Google about troubleshooting a record player: https://youtu.be/XEzRZ35urlk?t=3031
• Interesting demo from Google about meal planning: https://youtu.be/XEzRZ35urlk?t=2852
• Circle to search on food: https://youtu.be/XEzRZ35urlk?t=4814
• a recap video with a Microwave meal planning on a budget (cc @Raphael Odini) https://youtu.be/XEzRZ35urlk?t=3219 and a Camera troubleshooting (Open Products Facts)
• Climate Q&A chatGPT https://huggingface.co/spaces/Ekimetrics/climate-question-answering
  
  Assistants are going to try and remember you are allergic to peanuts.