A deep learning-based approach for edible, inedible and poisonous mushroom classification

N Zahan, MZ Hasan, MA Malek… - … on information and …, 2021 - ieeexplore.ieee.org
Mushroom is one of the fungi types' food that has the most powerful nutrients on the plant.
Nevertheless, the identification of edible, inedible and poisonous mushrooms among its …

Deep learning neural network derivation and testing to distinguish acute poisonings

O Mehrpour, C Hoyte, A Al Masud… - Expert Opinion on …, 2023 - Taylor & Francis
Introduction Acute poisoning is a significant global health burden, and the causative agent is
often unclear. The primary aim of this pilot study was to develop a deep learning algorithm …

Performance comparison of mushroom types classification using K-nearest neighbor method and decision tree method

N Chitayae, A Sunyoto - 2020 3rd International Conference on …, 2020 - ieeexplore.ieee.org
There are currently an estimated 1.5 million species of mushrooms in the world. Among the
millions of mushrooms that exist throughout the world, there are two types of mushrooms …

Mushroom classification using machine-learning techniques

O Tarawneh, M Tarawneh, Y Sharrab… - AIP Conference …, 2023 - pubs.aip.org
Mushroom is one of the important ingredient in our food that has good nutrients. Most types
of mushroom are poisonous (inedible), and because of its importance, we need to identify …

[PDF][PDF] 图像分类中的特征提取分析: 综合研究

A Khan, MT Rasheed, H Khan - Computer Science, 2023 - article.ajofcst.com
已经有许多利用深度学习的实际应用, 特别是在图像分类领域. 一个常见的发现是,
某些领域数据高度倾斜, 这意味着大部分信息属于少数多数类别, 而少数类别中的信息很少或 …

Classifying and Prediction for Patient Disease Using Machine Learning Algorithms

SS Rasheed, IH Glob - … Technology To Enhance e-learning and …, 2022 - ieeexplore.ieee.org
With the technological advancements occurring in the world, particularly in the medical field,
it was important to utilize machine learning algorithms due to their significance in health …

Regularized Dense Layered LeNet towards Mushroom Type Classification

MS Devi, KC Harivishnu, K Jayasuriya… - 2024 5th …, 2024 - ieeexplore.ieee.org
Among the edible varieties of fungi, mushrooms possess the strongest nutrients found in the
plant. Nevertheless, because of their great demand for food and significant benefits to …

Automated Real-Time Infection Detection in Oyster Mushroom Using Smart Farming System

S Sangeetha, N Kumar, T Nisanth… - … Conference on Signal …, 2024 - ieeexplore.ieee.org
In mushroom cultivation, particularly with oyster mushrooms, the presence of diseases like
Trichoderma can lead to significant losses in yield and quality affecting an average of an …

Fraud classification and detection model using different machine learning algorithm

NK Hussein, AR Abbas, BS Mahdi - Tech-Knowledge, 2021 - uoajournal.com
Recently, fraud technologies have become more advanced and easier to fraud. Therefore,
different machine learning techniques have been applied and developed to recognize …

Developing an identification system for different types of edible mushrooms in sri lanka using machine learning and image processing

KBA Chathurika, ER Siriwardena… - … Of Engineering And …, 2023 - indianjournals.com
This study aims to develop an image processing-based approach to identify edible
mushroom species from other mushrooms using CNN and identify edible mushrooms based …