mkdn007 / android-university-landmark-classifier

Android app that identifies UT and UTD landmarks

Android-University-Landmark-Classifier

Android app that identifies UT and UTD landmarks

Goal: Create a valuable resource for students, campus members, and the general public if they need quick access to information in order to learn more about their university.

Project Demo: https://www.youtube.com/watch?v=Bdfpa0ntsiY&feature=youtu.be&ab_channel=Jairam

UTD Project Presentation: https://drive.google.com/file/d/1CXncF-4itkERrPvYgpNN8AdFgt3s4AcU/view?usp=sharing

Research Paper: https://drive.google.com/drive/folders/1xac880CPJmJwW9BjwqDhgR2E9UCA7yIZ

I hope my app could potentially be used by a university to help their students on campus tours, or by the public to learn more about their favorite universities on the go.

Model:

• University_Image_Classification_on_Android.ipynb is a model I created in TensorFlow utilizing Transfer Learning on VGG16.
• labels.txt includes all the classes I trained my model on.
• university_model.tflite is my model converted into a .tflite file format using TensorFlow Lite.
• Colab: https://colab.research.google.com/drive/1dLbMKrj2IvKQK7Tsaj3yJBYD4HwhuzoM?usp=sharing

Android:

• /source code/university_landmark_classifier is my app project I created in Android Studio. To open the project in Android Studio, please select "Open an existing Android Studio Project" on the start up menu. Refer to android_studio_help.png. Select the folder "university_landmark_classiier".

• university_landmark_classifier.apk is the APK file of my Android app. Install this into your phone to use.

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