main webpage
W Topic
Machine Learning
Journal of Marine Science and Engineering • Vol 10 • No 7
An Automated Framework Based on Deep Learning for Shark Recognition
2022
The recent progress in deep learning has given rise to a non-invasive and effective approach for animal biometrics. These modern techniques allow researchers to track animal individuals on a large-scale image database. Typical approaches are suited to a close…
Article

Machine Learning

Study of algorithms that improve automatically through experience

Machine learning (ML) is a field of study in artificial intelligence concerned with the development and study of statistical algorithms that can learn from data and generalise to unseen data, and thus perform tasks without explicit instructions. Within a subdiscipline in machine learning, advances in the field of deep learning have allowed neural networks, a class of statistical algorithms, to surpass many previous machine learning approaches in performance.

ML finds application in many fields, including natural language processing, computer vision, speech recognition, email filtering, agriculture, and medicine. The application of ML to business problems is known as predictive analytics.

Exploring foci of:
Journal of Marine Science and Engineering • Vol 10 • No 7
An Automated Framework Based on Deep Learning for Shark Recognition
2022
The recent progress in deep learning has given rise to a non-invasive and effective approach for animal biometrics. These modern techniques allow researchers to track animal individuals on a large-scale image database. Typical approaches are suited to a closed-set recognition problem, which is to identify images of known objects only. However, such approaches are not scalable because they mis-classify images of unknown objects. To recognize the images of unknown objects as ‘unknown’, a framework should be able to …
Click Machine Learning Vs:
Artificial Intelligence
Computer Science
Deep Learning
Support Vector Machine
Computer Vision
Geography
Cartography
Biology
Programming Language
Click Machine Learning Vs:
Management
Botany
Economics