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

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.

Food recommendation Management +5

Automated News Summarization Using Transformers

no code implementations • 23 Apr 2021 • Anushka Gupta, Diksha Chugh, Anjum, Rahul Katarya

The amount of text data available online is increasing at a very fast pace hence text summarization has become essential.

Abstractive Text Summarization BIG-bench Machine Learning +4