A review of convolutional neural network applied to fruit image processing
Agriculture has always been an important economic and social sector for humans. Fruit
production is especially essential, with a great demand from all households. Therefore, the …
production is especially essential, with a great demand from all households. Therefore, the …
Recent advances in automatic feature detection and classification of fruits including with a special emphasis on Watermelon (Citrillus lanatus): A review
This document provides an overview of advances in the task of automatic feature detection
and classification of fruits, with and special interest in watermelon (Citrillus lanatus). The …
and classification of fruits, with and special interest in watermelon (Citrillus lanatus). The …
Performance analysis of deep learning CNN models for variety classification in hazelnut
In evaluating agricultural products, knowing the specific product varieties is important for the
producer, the industrialist, and the consumer. Human labor is widely used in the …
producer, the industrialist, and the consumer. Human labor is widely used in the …
Fruits classification and detection application using deep learning
NEA Mimma, S Ahmed, T Rahman… - Scientific …, 2022 - Wiley Online Library
Computer vision and image processing techniques are considered efficient tools for
classifying various types of fruits and vegetables. In this paper, automated fruit classification …
classifying various types of fruits and vegetables. In this paper, automated fruit classification …
An intelligent fruits classification in precision agriculture using bilinear pooling convolutional neural networks
AJ Prakash, P Prakasam - The Visual Computer, 2023 - Springer
With an increase in the consumption of fruits day by day, the yielding and production around
the world are also increasing at a steady rate. Meanwhile, the workforce in the field becomes …
the world are also increasing at a steady rate. Meanwhile, the workforce in the field becomes …
[PDF][PDF] Fruit recognition using support vector machine based on deep features
Fruit recognition with its variety classification is a promising area of research. This research
is useful for monitoring and categorizing the fruits according to their kind with the assurance …
is useful for monitoring and categorizing the fruits according to their kind with the assurance …
[PDF][PDF] Evaluation of psoriasis skin disease classification using convolutional neural network
Skin disease has lower impact on mortality compared to others but instead it has greater
effect on quality of life because it involves symptoms such as pain, stinging and itchiness …
effect on quality of life because it involves symptoms such as pain, stinging and itchiness …
Fruit category classification by fractional Fourier entropy with rotation angle vector grid and stacked sparse autoencoder
Aim Fruit category classification is important in factory packing and transportation, price
prediction, dietary intake, and so forth. Methods This study proposed a novel artificial …
prediction, dietary intake, and so forth. Methods This study proposed a novel artificial …
Fruit classification using convolutional neural network via adjust parameter and data enhancement
L Wu, H Zhang, R Chen, J Yi - 2020 12th International …, 2020 - ieeexplore.ieee.org
Fruit is one of the most popular products in the market. Automatic and accurate classification
of fruit can bring great convenience to fruit sellers. However, there are great similarities …
of fruit can bring great convenience to fruit sellers. However, there are great similarities …
CNN based approach for identifying banana species from fruits
M Vijayalakshmi, VJ Peter - International Journal of Information …, 2021 - Springer
Classification and recognition of fruits are still the challenging one as there are different
classes of fruit types having wide inter-class resemblance. This paper proposes a banana …
classes of fruit types having wide inter-class resemblance. This paper proposes a banana …