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Fundamentals Of AI Assignment, NUS, Singapore: Use The Image Data In The Directory To Train A Machine-Learning Hand Sign Classifier
University Singapore Management University (SMU)
Subject Fundamentals Of AI Assignment
Posted on: 7th Dec 2023

Fundamentals Of AI Assignment, NUS, Singapore: Use The Image Data In The Directory To Train A Machine-Learning Hand Sign Classifier

Questions 5 Image Classification Problems

The folder contains 11 subfolders of different hand sign images namely a,b,c,d,e, i,m,n,s,x, and y.

  1. Use the image data in the directory to train a machine-learning hand sign classifier and a neutral networker hand sign classifier. Both the model’s test data F1 score must be at least 0.9.

Screen capture the result and include it in the submission document ( 2 marks)

  1. Suggest another performance metric to measure the performance of the 2 trained models. Show the result of the performance metric and use it to explain the model’s performance. Suggest a reason that contributed to the result(The result must be clearly included in the submission document)

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