First Steps in Developing a Fast, Cheap, and Reliable Method to Distinguish Wild Mushroom and Truffle Species

I Ferreira, T Dias, J Melo, AM Mouazen, C Cruz - Resources, 2023 - mdpi.com
Wild mushrooms and truffles (MT) are important resources, which can contribute to the
socioeconomic sustainability of forestry ecosystems. However, not all wild MT are edible …

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 …

Combined clustering with classification in a semi-supervised context: An efficient data partitioning

G Pole, P Gera - Journal of Integrated Science and …, 2024 - pubs.thesciencein.org
The studies on utilizing the output of unsupervised clustering techniques with a supervised
classifier are pushing the concept of semi-supervised learning. Current ensemble models …

A Computer Vision System for Mushroom Detection and Maturity Estimation using Depth Images

N Dutt, D Choi - 2024 ASABE Annual International Meeting, 2024 - elibrary.asabe.org
Mushroom farms in the United States have grappled with a critical labor shortage,
particularly in harvesting white button mushrooms (Agaricus Bisporus), which are widely …

DeepThaiMush: A Deep Learning Approach to Classify Poisonous and Edible Mushrooms using YOLOv8

W Werapan, U Suksawatchon… - 2023 7th …, 2023 - ieeexplore.ieee.org
In the field of mushroom distinction, it is crucial to identify the differences between edible and
poisonous varieties. Since many mushrooms can look alike and mistakes can be …

Comparative Analysis of Interpretable Mushroom Classification using Several Machine Learning Models

MS Ahmed, S Afrose, A Adnan… - … on Computer and …, 2022 - ieeexplore.ieee.org
An excellent substitute for red meat, mushrooms are a rich, calorie-efficient source of protein,
fiber, and antioxidants. Mushrooms may also be rich sources of potent medications …

Precision Mushroom Farm Monitoring System With Classification of Toxic Mushrooms in Punjab: A Comprehensive Review

N Singh, J Singh - Indian Journal of Computer …, 2024 - indianjournalofentrepreneurship …
The present paper presents research findings and research gaps relating to the use of
research and development in mushroom cultivation based agriculture. This in-depth …

Mushroom Classification Based on Deep Residual Network

J Feng, X Ling, Y Wang, J Yang - 2023 IEEE 4th International …, 2023 - ieeexplore.ieee.org
Due to the similarity in mushroom features and the difficulty in distinguishing between
poisonous and nonpoisonous varieties, mushrooms pose a threat to human health. To …

A small sample recognition model for poisonous and edible mushrooms based on graph convolutional neural network

L Zhu, X Pan, X Wang, F Haito - Computational Intelligence and …, 2022 - Wiley Online Library
The automatic identification of disease types of edible mushroom crops and poisonous
crops is of great significance for improving crop yield and quality. Based on the graph …

Active Genetic Learning with Evidential Uncertainty for Identifying Mushroom Toxicity

OM Aranay, PK Atrey - 2022 IEEE 5th International Conference …, 2022 - ieeexplore.ieee.org
Mushroom's classification as edible or poisonous is an important problem that can have a
direct impact on hu-man life. However, most of the existing works do not in-clude model …