Research progress of computer vision technology in abnormal fish detection

C Liu, Z Wang, Y Li, Z Zhang, J Li, C Xu, R Du… - Aquacultural …, 2023 - Elsevier
Abnormal fish detection helps producers adjust breeding strategies in a timely manner to
prevent the occurrence of diseases and improve aquaculture efficiency and quality. The …

[PDF][PDF] Using the Term Frequency-Inverse Document Frequency for the Problem of Identifying Shrimp Diseases with State Description Text

LD Quach, AN Quynh, NQ Khang… - International Journal of …, 2023 - researchgate.net
With the increasing demand for research on shrimp disease recognition to assist far-off
farmers who need the proper assistance for their shrimp farming, shrimp disease prediction …

[PDF][PDF] An efficient detection model based on improved YOLOv5s for abnormal surface features of fish

Z Zhang, X Lu, S Cao - Math Biosci Eng, 2024 - aimspress.com
Detecting abnormal surface features is an important method for identifying abnormal fish.
However, existing methods face challenges in excessive subjectivity, limited accuracy, and …

Enhanced Shrimp Disease Classification through YOLO and Data Augmentation

OM Krishnan, PR Kalyan, M Ilamughi… - 2024 5th International …, 2024 - ieeexplore.ieee.org
The global aquaculture industry, crucial for meeting seafood demand, faces significant
challenges, notably disease outbreaks causing substantial financial losses, particularly in …

Enhancing Breast Cancer Diagnosis with Vision Transformer-based Ultrasound Image Classification

A Ashraf, AE Nagib, H Mohamed - 2023 5th Novel Intelligent …, 2023 - ieeexplore.ieee.org
Around the world, millions of individuals are impacted by the awful disease known as breast
cancer. Early detection is essential for more successful therapy. Deep learning techniques …

SDNet: Integrated Unsupervised Learning with DLCNN for Shrimp Disease Detection and Classification

GT Varma, AS Krishna - 2022 IEEE International Conference …, 2022 - ieeexplore.ieee.org
Shrimp is a main international food item with a significant economic value, as well as one of
the most vital animal protein sources. However, the production of shrimps is directly affected …

Classification of coastal shrimp species using deep learning InceptionResNetV2 with data augmentation

BD Satoto, BK Khotimah, M Yusuf, RK Hapsari… - 2023 - techniumscience.com
Coastal areas that are rich in shrimp natural resources usually have a strong fishing
industry. Shrimp consumption can contribute to the local economy. Several types of shrimp …

[PDF][PDF] Survey on Disease Diagnosis in Shrimps Using Machine Learning Models

R Garg, A Mohan, PKR Mallidi, ST Reddy Sathi… - Kilby, 2023 - papers.ssrn.com
Survey on Disease Diagnosis in Shrimps using Machine Learning Models Page 1 Survey on
Disease Diagnosis in Shrimps using Machine Learning Models Dr. Allam Mohan1,a) , Pavan …