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Use TensorFlow to develop a natural language recognition system and apply it to the Internet of Things, build a database to store various values of the peripheral devices of the Internet of Things, draw the values as pictures on the mobile APP, and build the system on the mobile APP to provide The user controls peripheral devices or watches charts manually or by voice control.

Senior project

學生

吳貞宜

Use TensorFlow and OpenCV to develop facial emotion recognition and apply it to students' classroom emotion analysis, use the concept of transfer learning to improve the accuracy of learning emotion recognition, analyze students' classroom emotions, and provide teachers with a basis for classroom strategy improvement.

Thesis

我在碩士班研究人臉情緒辨識，應用於學生學習情緒辨識，是利用人臉圖片與臉部肌肉動作編碼作為輸入，藉此提升學生學習情緒辨識度，提供老師更快理解學生狀況，可以及時調整教學策略，大學時歷年成績班排第一，在大四時曾參與2019全國資訊應用創新競賽，獲得資訊應用組第一名，專題內容是物聯網結合語音辨識，利用語音辨識出文字操作物聯網周邊設備，也可以透過手機APP觀看感測器的各項數值，讓使用者用APP進行各項操作。

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