CS61-RE52 :: Coffee Roast Intelligence

การจำแนกระดับการคั่วเมล็ดกาแฟโดยใช้การประมวลผลภาพ

details
Coffee Roast Intelligence application is a research degree of roasted coffee bean classification by using machine learning and developed as an Android application platform. This application will detect the color and shape of the coffee beans by taking pictures of coffee beans while they are roasting or uploading a picture. This application can tell users by showing the text what level the coffee beans are roasted, including the percent of probability of class prediction. In addition, users can fill a description and record the results of predicting the roasting level of the coffee beans.
tools & techniques
Programming Language - Dart - Python Framework - Flutter - Flask Library - TensorFlow - Keras - OpenCV - Scikit Learn - Numpy - Matplotlib - Seaborn Integrated Development Environment (IDE) - Google Colab - Visual Studio Code - Android Studio - Pycharm Database - MongoDB
author
MS.PORNPHAT SROISON
รหัสนักศึกษา 61130500244
pornphat.phat@mail.kmutt.ac.th
MR.SAKDIPAT ONTOUM
รหัสนักศึกษา 61130500229
sakdipat.2542@mail.kmutt.ac.th
MS.THITAREE KHEMANANTAKUL
รหัสนักศึกษา 61130500238
thitaree.tukta@mail.kmutt.ac.th
advisor
Tuul Triyason
Bunthit Watanapa