Sustainability Donation and Distribution System for People with Disabilities

Description

This project is a web application built using Streamlit that aims to facilitate donations and distributions for individuals with disabilities. The application provides various functionalities, including data collection, analysis, and visualization of the needs of disabled individuals.

Installation Instructions

To set up the project, clone the repository and install the required dependencies:

git clone <repository-url>
cd <repository-directory>
pip install -r requirements.txt

Usage

Run the application using the following command:

streamlit run main.py

Once the application is running, you can access it in your web browser at http://localhost:8501.

Features

• Data Collection: Collect personal information and specific needs of disabled individuals.
• Data Analysis: Analyze the collected data and visualize it using various plots.
• Donation Requests: Users can request donations based on their needs.
• User Authentication: Simple login panel for user authentication.

Visualizations

The application includes several visualizations to help understand the data better. Below are some examples:

Sample of the dataset used in the application.

Distribution of different disability classes in the dataset.

Learning curve showing model performance over time.

Visual representation of the share of images in the dataset.

Illustration of the train-test split used in model training.

Contributing

Contributions are welcome! Please feel free to submit a pull request or open an issue for any suggestions or improvements.

License

This project is licensed under the MIT License.