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Table 7 Accuracy Comparison of the proposed framework and the existing works

From: Fish species classification using a collaborative technique of firefly algorithm and neural network

Reference work

Techniques used

Accuracy

Proposed Work

UWIE + SURF + PatternNet

98.87

Fouad et al. [10]

SIFT + SURF and SVM

94.4

Siddiqui et al. [18]

CNN followed by SVM

94.3

Vilon et al. [19]

CNN with decision rule

94.9