Prototype of AI-Driven Complaint Classification App Using Flutter

README.md

@@ -0,0 +1,92 @@
+# Requesting City Services via AI-Driven App
+
+This Flutter application allows users to submit municipal-related complaints by capturing images using the camera or selecting images from the gallery. The backend API, built with FastAPI, classifies the complaints and directs them to the appropriate department using a Vision Transformer model trained on a custom dataset.
+
+## About Dataset ##
+- The model is trained on self made dataset consisting over 125 images with 25 images for each category, featuring images both self-captured and sourced from the internet, across five categories:. 
+
+    - Road and Transport Department
+    - Electricity Department
+    - Waste Management Department
+    - Nature and Recreation Department
+    - Water Supply and Management
+
+## Features
+
+- Capture images using the device camera or form gallery
+- allows user to share location of the compliant to be registered
+- Submit complaints with images and descriptions
+- Automatic classification of complaints to the relevant  department
+
+## Technology Stack
+
+### Frontend
+
+- **Flutter 3.19.0**
+  - Dart programming language
+  - BLoC (Business Logic Component) state management
+
+### Backend
+
+- **FastAPI**
+- **Vision Transformer model for image classification**
+
+## Installation
+
+### Prerequisites
+
+- Flutter SDK: [Install Flutter](https://flutter.dev/docs/get-started/install)
+- Dart SDK: Included with Flutter SDK
+- Python 3.7+: [Install Python](https://www.python.org/downloads/)
+- FastAPI: [FastAPI Documentation](https://fastapi.tiangolo.com/)
+
+### Steps
+
+1. **Clone the repository:**
+    ```sh
+    git clone https://github.com/AMANREVANKAR/summerofcode.git
+    cd summerofcode
+    ```
+
+2. **Install Flutter dependencies:**
+    ```sh
+    cd app
+    flutter pub get
+    ```
+
+3. **Run the Flutter app:**
+    ```sh
+    cd summerofcode/app/lib/features/complaint_form/domain/usecase.dart
+    add the url for the api server
+    flutter run
+    ```
+
+
+4. **Setup and run the backend API:**
+
+    - Navigate to the backend directory:
+      ```sh
+      cd backend
+      ```
+
+    - Setting up the server:
+      ```sh
+      add the server ip address and port number
+      ```
+
+    - Start the FastAPI server:
+      ```sh
+      uvicorn APIserver:app --host ip_address --port port_no
+      ```
+## Working
+  below is the demo video of a working app
+  https://drive.google.com/file/d/1QOL003BB6ShAkGesp5ocMF6mtkS2mJcM/view?usp=drive_link      
+
+## Directory Structure
+- **summerofcode**
+  - App
+    - contains whole flutter app
+  - backend
+    - contains all the server and model files 
+
+

app/.dart_tool/extension_discovery/README.md

@@ -0,0 +1,31 @@
+Extension Discovery Cache
+=========================
+
+This folder is used by `package:extension_discovery` to cache lists of
+packages that contains extensions for other packages.
+
+DO NOT USE THIS FOLDER
+----------------------
+
+ * Do not read (or rely) the contents of this folder.
+ * Do write to this folder.
+
+If you're interested in the lists of extensions stored in this folder use the
+API offered by package `extension_discovery` to get this information.
+
+If this package doesn't work for your use-case, then don't try to read the
+contents of this folder. It may change, and will not remain stable.
+
+Use package `extension_discovery`
+---------------------------------
+
+If you want to access information from this folder.
+
+Feel free to delete this folder
+-------------------------------
+
+Files in this folder act as a cache, and the cache is discarded if the files
+are older than the modification time of `.dart_tool/package_config.json`.
+
+Hence, it should never be necessary to clear this cache manually, if you find a
+need to do please file a bug.

app/.dart_tool/extension_discovery/vs_code.json

@@ -0,0 +1 @@
+{"version":2,"entries":[{"package":"sanpresolve","rootUri":"../","packageUri":"lib/"}]}