Bangkit Capstone Project 2021: Validating Potholes Using Object Detection on Monitoring and Report System Application
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Meet VISION, a comprehensive Reporting Android App for helping the validation process using object detection to provide safety, time efficiency, and quality delivers right at the fingertips of its users. The outline of this project is to create a comprehensive report from users to the government. Our application feature can validate pothole images from users sent to our cloud server using machine learning and the user's report contains location & images to see the details of the roads from other users. Also, we will provide the visualization for the reported case in potholes type, count, dates, and location.
- Android Studio Native
- Firebase Firestore
- Firebase Storage
- Google Cloud Platform Services
- Kotlin Programming Language
- Lottie Animation
- MP Android Chart
- Roboflow
- YOLO-V4 Model Based Architecture
- Android Oreo (SDK 26)
- Internet Connection
- GPS/Location
- Download The APK
- Install The APK
How to report a pothole
- Login to your account
- Choose "Add Report" on the menu
- Fill the road type, and the location, you can also fill the note to inform about the pothole in detail
- After that choose select image to upload the pothole photo, you can use your camera or pick one from gallery. Be sure that the pothole is visible on the photo
- Now you can send the pothole report by tapping on the arrow on the bottom right
- The report then will be validated by the system
- you can see all the report you have made on the "My Report" menu
How to Search the pothole location
- Choose "Search" on the menu
- Enter the address you want to search for on the search bar
Contributions make the open source community such an amazing place to learn, inspire, and create. Any contributions you make are greatly appreciated.
- Fork the Project
- Create your Feature Branch (
git checkout -b feature/AmazingFeature) - Commit your Changes (
git commit -m 'Add some AmazingFeature') - Push to the Branch (
git push origin feature/AmazingFeature) - Open a Pull Request
Distributed under the GNU GENERAL PUBLIC LICENSE VERSION 3. See LICENSE for more information.
- Anugrah Akbar Praramadhan - anugrahakbar109@gmail.com
- Ade Isman Aji - adeismanaji@gmail.com
- Carmelita Evani Dasopang - null
- Muhammad Dicky Amirudin - dicky.king35@gmail.com
- Naufaldy Salsabila - naufaldysalsabila@gmail.com
Project Link: https://github.com/anugrahakbarp/B21-CAP0388
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ALL LICENSE ARE FREE TO USE SOFTWARE.
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CREDIT FOR THIS PROJECT ARE HAVING BY GEN-Z TEAM.
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PLEASE REFERS TO THIS REPOSITORY FOR USAGE & PUBLICATION.
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THERE IS NO WARRANTY IN THIS SOFTWARE.