Authors :
U.Chandee Priya; A.Srinivasan
Volume/Issue :
Volume 8 - 2023, Issue 9 - September
Google Scholar :
https://bit.ly/3TmGbDi
Scribd :
https://tinyurl.com/2z66nwwn
DOI :
https://doi.org/10.5281/zenodo.8344167
Abstract :
Convolution neural networks are a particular
kind of neural network that deals with the applications
involving image processing and visual representation.
Feature extraction and classification based on those
characteristics, such as image recognition and object
detection, are some of CNN's best uses. These days, there
is a serious problem with bird behaviour and population
patterns. Birds' quick responses to ecological changes
enable humans to recognise the various living forms that
exist on Earth. Convolutional neural networks (CNN)
technology is utilised in the experimental setting. For
image recognition, feature extraction is used. To extract
features and classify photos, the method utilised is
adequate. The primary objective of the study is to
identify the specific bird type an species based on the
image of the bird.
Keywords :
Convolution Neural Networks, Deep Learning, Bird Species, Bird Species Identification, Image Recognition
Convolution neural networks are a particular
kind of neural network that deals with the applications
involving image processing and visual representation.
Feature extraction and classification based on those
characteristics, such as image recognition and object
detection, are some of CNN's best uses. These days, there
is a serious problem with bird behaviour and population
patterns. Birds' quick responses to ecological changes
enable humans to recognise the various living forms that
exist on Earth. Convolutional neural networks (CNN)
technology is utilised in the experimental setting. For
image recognition, feature extraction is used. To extract
features and classify photos, the method utilised is
adequate. The primary objective of the study is to
identify the specific bird type an species based on the
image of the bird.
Keywords :
Convolution Neural Networks, Deep Learning, Bird Species, Bird Species Identification, Image Recognition
