Search Results for author: Mansi Goel

Found 6 papers, 0 papers with code

Deep Learning Based Named Entity Recognition Models for Recipes

no code implementations27 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.

named-entity-recognition Named Entity Recognition +2

Dish detection in food platters: A framework for automated diet logging and nutrition management

no code implementations12 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.

Food recommendation Management +5

Object Detection in Indian Food Platters using Transfer Learning with YOLOv4

no code implementations10 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.

object-detection Object Detection +1

FlavorDB2: An Updated Database of Flavor Molecules

no code implementations10 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.

Ratatouille: A tool for Novel Recipe Generation

no code implementations10 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.

Recipe Generation

Fiducia: A Personalized Food Recommender System for Zomato

no code implementations25 Mar 2019 Mansi Goel, Ayush Agarwal, Deepak Thukral, Tanmoy Chakraborty

This paper presents Fiducia, a food review system involving a pipeline which processes restaurant-related reviews obtained from Zomato (India's largest restaurant search and discovery service).

Recommendation Systems

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