The following list represents a collection of different resources I have used during the making of my project. This wouldn't have been possible without the open source community. A big thank you to all of them.
React native building and deploying
React native UI libraries and routing
Vision Camera real-time object detection
- https://mrousavy.com/blog/VisionCamera-Pose-Detection-TFLite
- https://github.com/jaroslawkrol/vision-camera-realtime-object-detection?tab=readme-ov-file
- https://www.npmjs.com/package/@psycheangel/vision-camera-object-detection
- https://medium.com/@lukasz.kurant/creating-a-high-performance-react-native-vision-camera-c-frame-processor-using-jsi-b00fa8df3221
- https://www.youtube.com/watch?v=XgPLshk9q9A
React Native Stack and Tab Navigator https://www.youtube.com/watch?v=s7ackFpN-GU
Bottom tabs navigation and routing
Importing Fonts https://www.youtube.com/watch?v=7J9BMdjdgFw
Onboarding Process
Adding splash screen
- https://www.youtube.com/watch?v=UTlIUsh_dfE
- https://medium.com/geekculture/implementing-the-perfect-splash-screen-in-android-295de045a8dc
- https://medium.com/@svbala99/set-up-splash-screen-in-react-native-for-ios-and-android-2023-dbedb87fe75e
TensorFlow Lite and CameraX
Adding react-native-tflite to the app
- https://github.com/mrousavy/react-native-fast-tflite?tab=readme-ov-file
- https://www.linkedin.com/pulse/react-developer-tip-solving-rendered-more-hooks-than-during-ahmed/
- https://stackoverflow.com/questions/65824714/process-output-data-from-yolov5-tflite
Waste datasets review repository https://github.com/AgaMiko/waste-datasets-review
Training custom object detection model
Installing TensorFlow 2 Object detection API