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Fish Detection System

Prof. sonali Guhe

Asst. Prof Dept.of Information Technology

G. H. Raisoni College of Engineering Nagpur,

Sanket Chikate

Department of     IT

GHRCE  Nagpur

sanketchikate03@gmail.com

Sandesh Thorat

Department of IT

GHRCE  Nagpur

sandeshthorat13@gmail.com

Shreyas Moon

Department of IT

GHRCE  Nagpur

Shreysmoon1618@gmail.com

Abstract :

A fish detection system is a technology used to detect the presence and location of fish in a body of water. These systems can be used for various purposes, including fishing, scientific research, and environmental monitoring.

There are several types of fish detection systems available, including acoustic, optical, image detection, and electromagnetic systems. Acoustic systems use sound waves to detect the presence of fish, while optical systems use light to detect fish, Electromagnetic systems use electric fields to detect fish, Image detection technique uses dataset of various fish images to identify them.

Image detection technique refers to using a large dataset of various fish images to record the traits of different fishes. After recognize the features of the required fish we compare it our trained dataset and generate the result according to its features.

Keywords : CNN ,VGG, TensorFlow, Keras , Scikit-learn, Pandas