Litcius/Paper detail

Machine Learning Approach for Bird Detection

Farhan Mashuk, Samsujjoha, Abdus Sattar, Sultana N

20212021 Third International Conference on Intelligent Communication Technologies and Virtual Mobile Networks (ICICV)19 citationsDOI

Abstract

The Artificial Intelligence has been observing a memorial heightening in bridging the gap between the competence of human being and device. The progress in Computer Vision with Deep Learning has been established and is becoming better with time, essentially, over one special algorithm - a Convolutional Neural Network. Here, we use CNN algorithm to recognize the image. Convolutional Neural Network is a Deep Learning algorithm which can take image as an input, allocate priority in different object to Figure & capable of differentiating one from the other. Our research contains 95.52% validation accuracy. This approach obtained from the experimentation will help to identify a bird from any picture.

Topics & Concepts

Computer scienceConvolutional neural networkArtificial intelligenceDeep learningBridging (networking)Machine learningArtificial neural networkObject detectionPattern recognition (psychology)Computer networkAdvanced Neural Network ApplicationsSmart Agriculture and AIVehicle License Plate Recognition