Fish Classifier is a fish image classification application developed in Android Studio as part of our final thesis project.
This mobile application integrates a Convolutional Neural Network (CNN) model, trained by our research team, which utilizes Local Binary Patterns (LBP) for feature extraction to accurately identify fish species. The model achieves a 92.58% accuracy in fish image classification.
Key features of the application include real-time camera functionality, allowing users to capture a photo of a fish or upload one from their gallery.
The application then processes the image using the integrated model and provides the predicted classification, along with relevant information such as the confidence level for each fish class.
Additionally, users can access supplementary information for the predicted fish, including trivia and reference images, to verify the accuracy of the classification.
Docufy is a straightforward document management system developed using Android Studio, designed to store, manage, and share documents online.
The name Docufy is derived from "document" and "simplify," reflecting its purpose of simplifying document management.
By integrating Google's Firebase API, Docufy makes account creation and management faster and more efficient.
Docufy supports the creation of multiple and nested folders, with customizable access settings, allowing folders to be shared with all users or restricted to specific individuals.
The app offers advanced search capabilities, enabling users to search for files or folders by name or extension. Basic file management features include uploading, deleting, moving, copying, and renaming files or folders.
Once uploaded, files such as images and PDFs can be viewed directly within the Docufy app, and users have the option to download files to their local device.
Profilenyo is a profile application developed using Android Studio that generates and scans QR codes to instantly record and profile user information.
The name Profilenyo is a combination of "profile" and "niyo," a Tagalog word meaning "you" or "them," referring to the user, resulting in Profilenyo.
By utilizing Google's Firebase API, user information is securely stored online in a cloud database, allowing it to be accessed from different locations and devices while maintaining strict security standards.
With the integration of various APIs, Profilenyo can generate QR codes that represent user profile links. When a QR code is scanned, it retrieves the respective user's information directly from the database.
Since Profilenyo stores its data in Firebase, the history of scanned profiles is automatically saved in the app's history section, allowing users to review this information at any time, as long as they are connected to the internet.
Additionally, Profilenyo allows users to edit their personal information, ensuring that any updates or corrections can be made easily in case of errors or changes. These edits are automatically reflected in the Firebase database, ensuring that the latest information is available across all devices and locations.