Suppose Required Design Neural Network Classification System Automatically Recognize Fish Q43788035
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Suppose you are required to design a neural networkclassification system to automatically recognize fish withinpredefined categories as illustrated in Figure 2. There are 23classes of fishes, each with 700 images, and each image can berepresented by a 100-dimensional feature vector.
(a) Describe the neural network model for the classificationtask.
(b) If the performance of your model on the training set is good,but the test set performance is significantly worse, what is themost probable problem? And discuss a simple way that may improveyour results.
(c) If you needed even more accurate results, what kind ofapproaches would you try?
Figure 2: Fish images. Show transcribed image text Figure 2: Fish images.
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