BD-Freshwater-Fish: An Image Dataset from Bangladesh for AI-Powered Automatic Fish Species Classification and Detection toward Smart Aquaculture

Name: BD-Freshwater-Fish: An Image Dataset from Bangladesh for AI-Powered Automatic Fish Species Classification and Detection toward Smart Aquaculture
Creator: Pranajit Kumar Das
Published: 2024-09-24T07:33:00.158Z
Keywords: Computer Vision, Ichthyology, Image Processing, Aquaculture, Applied Computer Science, Deep Learning

Das, Pranajit Kumar; Kawsar , Md. Abu; Biswas Paul, Puspendu; Hridoy, Md. Abdullah Al Mamun; Hossain, Md Sanowar; Niloy, Sabyasachi

doi:10.17632/2gkj4h388d.3

BD-Freshwater-Fish: An Image Dataset from Bangladesh for AI-Powered Automatic Fish Species Classification and Detection toward Smart Aquaculture

Published: 24 September 2024| Version 3 | DOI: 10.17632/2gkj4h388d.3

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1) BD-Freshwater-Fish: an image dataset contain 4389 images of 12 different species. The Species are- (i) Rohu (ii) Katla (iii) Mrigal (iv) Grass Carp (v) Common Carp (vi) Mirror Carp (vii) Black Rohu (viii) Silver Carp (ix) Striped Catfish (x) Nile Tilapia (xi) Long-whiskered Catfish (xii) Freshwater Shark 2) Images are captured from local fish market of Sylhet and Jessore district of Bangladesh using HD mobile camera. 3) This dataset can be used in various computer vision and deep learning based models for automatic identification and detection of fish species. 4) This image based dataset can be used by fish biologist to teach ichthyology students about fish species, also.

BD-Freshwater-Fish: An Image Dataset from Bangladesh for AI-Powered Automatic Fish Species Classification and Detection toward Smart Aquaculture

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