Welcome to the Singapore Maritime Dataset Research repository! This repository contains code and instructions for conducting research on the Singapore Maritime Dataset.

To use this repository, follow these steps:

1. Install Docker: Ensure that you have Docker installed on your system. You can download and install Docker for your operating system from the official website: Docker.

2. Clone the Repository: Clone this repository to your local machine using the following command:

   git clone https://github.com/rmmbdev/object-detection.git

3. Download Singapore Maritime Dataset: Download the Singapore Maritime Dataset from the following Kaggle link and extract it:

   https://www.kaggle.com/datasets/mmichelli/singapore-maritime-dataset

4. Build the Docker Image: Build the Docker image for this project by running the following command in the project's root directory:

   docker build --tag=obj-04 . 

5. Update docker-compose.yml: Update the docker-compose.yml file with the appropriate information related to the extracted dataset archive file.

6. Run the Experiment: Start the experiment by running the following command:

   docker-compose up