mayankbaluni / image_segmentation

An advanced image segmentation project utilizing machine learning techniques to accurately segment objects from RGB images using TensorFlow and OpenCV

Image Segmentation Project

An advanced image segmentation project utilizing machine learning techniques to accurately segment objects from RGB images using TensorFlow and OpenCV.

Installation

To set up the project environment, follow these steps:

1. Clone the Repository

   git clone https://github.com/mayankbaluni/image_segmentation.git
   cd Image-Segmentation
   

2. Install Dependencies

   pip install -r requirements.txt
   

Usage

To run the image segmentation scripts, navigate to the src directory and execute the Python scripts.

For the first iteration:

python segmentation_script_1.py

For the second iteration:

python segmentation_script_2.py

Data

Place your dataset in the data directory. Refer to the data/README.md for details on the data format and how to obtain it.

Contributing

Contributions to the project are welcome. Please ensure to update tests as appropriate.