08MASTER’S THESIS / DEEP LEARNING

Food Recognition

Overview

My master’s thesis project: a deep learning model that identifies food from a photo and returns its nutritional and allergen information.

Food Recognition coverONNX model served from a .NET web application
01.NET
02ONNX Runtime
03Deep Learning
04MySQL
05REST API
01

Drag-and-drop or camera upload for the food photo

02

Classification with a pre-trained ONNX deep learning model

03

Prediction returned with a confidence score

04

Nutrition and allergen data served from MySQL

05

REST API documented with Swagger

06

Turkish and English interface