People also ask
Can inverse cooking predict what ingredients will be in a recipe?
In the meantime, the inverse cooking creators are continuing to fine-tune the system. 鈥淪ometimes it can鈥檛 predict an ingredient, which means that it won鈥檛 be present in the recipe,鈥?says Drozdzal.
Can inverse cooking outperform retrieval?
The inverse cooking project is already outperforming the retrieval approach. Drozdzal and Romero鈥檚 paper cites a recipe for an English muffin laden with cheese, broccoli and tomato. The inverse cooking system aced all the ingredients, while the retrieval system identified only the cheese and tomato.
How does the recipe-generating network work?
The recipe-generating network also works from the Recipe1M data set, which the team slimmed down from around 1 million recipes to approximately 350,000. Recipes that made the cut all contained images and had two or more ingredients or instructions.
What is the inverse cooking system?
Michal Drozdzal, a Research Scientist at Facebook AI Research, explains that the inverse cooking system splits the image-to-recipe problem into two parts: One neural network identifies the ingredients that it sees in the dish, while the other devises a recipe from the list.