no code implementations • 27 Feb 2024 • Mansi Goel, Ayush Agarwal, Shubham Agrawal, Janak Kapuriya, Akhil Vamshi Konam, Rishabh Gupta, Shrey Rastogi, Niharika, Ganesh Bagler
Simultaneously, we systematically cleaned and analyzed ingredient phrases from RecipeDB, the gold-standard recipe data repository, and annotated them using the Stanford NER.
no code implementations • 12 May 2023 • Mansi Goel, Shashank Dargar, Shounak Ghatak, Nidhi Verma, Pratik Chauhan, Anushka Gupta, Nikhila Vishnumolakala, Hareesh Amuru, Ekta Gambhir, Ronak Chhajed, Meenal Jain, Astha Jain, Samiksha Garg, Nitesh Narwade, Nikhilesh Verhwani, Abhuday Tiwari, Kirti Vashishtha, Ganesh Bagler
By comparing with the state-of-the-art model for the IndianFood10 dataset, we demonstrate the superior object detection performance of YOLOv8x for this subset and establish Resnet152 as the best architecture for multi-label classification.
no code implementations • 12 Oct 2022 • Ganesh Bagler
The fundamental rules that drive the act of cooking, shaping recipe composition and cuisine architecture, are unclear.
no code implementations • 10 May 2022 • Deepanshu Pandey, Purva Parmar, Gauri Toshniwal, Mansi Goel, Vishesh Agrawal, Shivangi Dhiman, Lavanya Gupta, Ganesh Bagler
We solve these issues by providing a comprehensively labelled Indian food dataset- IndianFood10, which contains 10 food classes that appear frequently in a staple Indian meal and using transfer learning with YOLOv4 object detector model.
no code implementations • 10 May 2022 • Nishant Grover, Mansi Goel, Devansh Batra, Neelansh Garg, Rudraksh Tuwani, Apuroop Sethupathy, Ganesh Bagler
Flavor is expressed through interaction of molecules via gustatory and olfactory mechanisms.
no code implementations • 10 May 2022 • Mansi Goel, Pallab Chakraborty, Vijay Ponnaganti, Minnet Khan, Sritanaya Tatipamala, Aakanksha Saini, Ganesh Bagler
Due to availability of a large amount of cooking recipes online, there is a growing interest in using this as data to create novel recipes.
no code implementations • COLING 2020 • Yash Agarwal, Devansh Batra, Ganesh Bagler
Named entities pose a unique challenge to traditional methods of language modeling.
no code implementations • 26 Apr 2020 • Tript Sharma, Utkarsh Upadhyay, Ganesh Bagler
These cuisines are characterized in terms of their substructures such as ingredients, cooking processes and utensils.
1 code implementation • 25 Apr 2020 • Nirav Diwan, Devansh Batra, Ganesh Bagler
Traditional cooking recipes follow a structure which can be modelled very well if the rules and semantics of the different sections of the recipe text are analyzed and represented accurately.