[HTML][HTML] Fruits and vegetables quality evaluation using computer vision: A review

A Bhargava, A Bansal - Journal of King Saud University-Computer and …, 2021‏ - Elsevier
In agriculture science, automation increases the quality, economic growth and productivity of
the country. The export market and quality evaluation are affected by assorting of fruits and …

[HTML][HTML] A role of computer vision in fruits and vegetables among various horticulture products of agriculture fields: A survey

MK Tripathi, DD Maktedar - Information Processing in Agriculture, 2020‏ - Elsevier
Computer vision is a consistent and advanced technique for image processing, with the
propitious outcome, and enormous potential. A computer vision has been strongly adopted …

[HTML][HTML] Maturity status classification of papaya fruits based on machine learning and transfer learning approach

SK Behera, AK Rath, PK Sethy - Information Processing in Agriculture, 2021‏ - Elsevier
Papaya (Carica papaya) is a tropical fruit having commercial importance because of its high
nutritive and medicinal value. The packaging of papaya fruit as per its maturity status is an …

Fruit quality and defect image classification with conditional GAN data augmentation

JJ Bird, CM Barnes, LJ Manso, A Ekárt, DR Faria - Scientia Horticulturae, 2022‏ - Elsevier
Abstract Contemporary Artificial Intelligence technologies allow for the employment of
Computer Vision to discern good crops from bad, providing a step in the pipeline of selecting …

A comprehensive review of fruit and vegetable classification techniques

K Hameed, D Chai, A Rassau - Image and Vision Computing, 2018‏ - Elsevier
Recent advancements in computer vision have enabled wide-ranging applications in every
field of life. One such application area is fresh produce classification, but the classification of …

[HTML][HTML] Machine vision based papaya disease recognition

MT Habib, A Majumder, AZM Jakaria, M Akter… - Journal of King Saud …, 2020‏ - Elsevier
Over the years little research has been performed for vision-based papaya disease
recognition system in order to help distant farmers, most of whom require proper support for …

Apple disease classification using color, texture and shape features from images

SR Dubey, AS Jalal - Signal, Image and Video Processing, 2016‏ - Springer
The presence of diseases in several kinds of fruits is the major factor of production and the
economic degradation of the agricultural industry worldwide. An approach for the apple …

Fruit quality evaluation using machine learning techniques: review, motivation and future perspectives

B Dhiman, Y Kumar, M Kumar - Multimedia Tools and Applications, 2022‏ - Springer
In the field of agriculture and food processing, quality evaluation is a significant parameter to
increase benefits and accommodations for individual life. The presence of diseases and …

Automatic fruits freshness classification using CNN and transfer learning

U Amin, MI Shahzad, A Shahzad, M Shahzad, U Khan… - Applied Sciences, 2023‏ - mdpi.com
Fruit Freshness categorization is crucial in the agriculture industry. A system, which precisely
assess the fruits' freshness, is required to save labor costs related to tossing out rotten fruits …

[PDF][PDF] Defect identification and maturity detection of mango fruits using image analysis

D Sahu, RM Potdar - American Journal of Artificial Intelligence, 2017‏ - researchgate.net
The image processing and computer vision systems have been widely used for
identification, classification, grading and quality evaluation in the agriculture area. Defect …