Healthy Diet System by Food Recognition Using Image Processing
Manish Rajbanshi
, Abhishek Chaurasiya , Anand Kumar , Nousheen Taj
Image processing; YOLO Network Model; Calorie Calculator; Multiple food detection;
In this paper, an efficient and fast approach has been proposed to localize every clearly visible food item from an image. For object detection we have processed every input image thoroughly to eliminate the complexities and the main limitations such as noise in the background, poor resolution and overlap between multiple objects in the image. We have implemented YOLO for object detection as it deals with object detection in a different possible way. It scans the entire image in a single instance or look and predicts the bounding box coordinates and class probabilities for these classified boxes. The advantage of using YOLO is its excellent speed – it’s incredibly fast and can process 45 frames per second. It also understands generalized object representation. Using this technique, we have developed a multiple food detection and recognition model regardless of various limitations. This model is also capable of detecting every single food item separately from a set of overlapping objects quite fast and another major advantage of our model is capable of detecting food items not only limited to the images from the dataset but is quite capable of detecting real world images. We also have proposed a model that determines the daily calorie requirements of an individual and also a BMI calculator that tells the current state of our body such as obese, underweight or healthy. The ultimate goal is to help the individual to make healthy food choices to remain healthy and fit.
"Healthy Diet System by Food Recognition Using Image Processing ", IJSDR - International Journal of Scientific Development and Research (www.IJSDR.org), ISSN:2455-2631, Vol.5, Issue 5, page no.505 - 508, May-2020, Available :https://ijsdr.org/papers/IJSDR2005080.pdf
Volume 5
Issue 5,
May-2020
Pages : 505 - 508
Paper Reg. ID: IJSDR_191817
Published Paper Id: IJSDR2005080
Downloads: 000347213
Research Area: Engineering
Country: Tumakuru, Karnataka, India
ISSN: 2455-2631 | IMPACT FACTOR: 9.15 Calculated By Google Scholar | ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 9.15 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
Publisher: IJSDR(IJ Publication) Janvi Wave
