Tent Detection & Counting -- 3
Budget: $30 – $250 CAD
I'm looking to develop a robust algorithm capable of accurately detecting and counting tents in images using both panchromatic and multi-spectral channels. This tool is essential for my project, which involves analyzing satellite imagery for various purposes, including disaster response and camping site management. The algorithm needs to be developed in MATLAB, a programming language I've selected for its powerful imaging and computational capabilities.
Ideal Skills and Experience:
- Proficiency in MATLAB, specifically in image processing and algorithm development
- Experience working with both panchromatic and multi-spectral image data
- Understanding of object detection techniques and challenges associated with satellite imagery
- Ability to optimize algorithms for speed and accuracy
Requirements:
- Develop an algorithm in MATLAB that uses both panchromatic and multi-spectral channels for tent detection
- Ensure the algorithm can accurately count the detected tents in an image
- Test the algorithm using the provided dataset of images to ensure it meets the required accuracy and performance benchmarks
- Provide documentation on the usage of the algorithm and any specific installation requirements
This project is an exciting opportunity to apply and expand your MATLAB and image processing expertise to solve a real-world problem with significant implications.
Ideal Skills and Experience:
- Proficiency in MATLAB, specifically in image processing and algorithm development
- Experience working with both panchromatic and multi-spectral image data
- Understanding of object detection techniques and challenges associated with satellite imagery
- Ability to optimize algorithms for speed and accuracy
Requirements:
- Develop an algorithm in MATLAB that uses both panchromatic and multi-spectral channels for tent detection
- Ensure the algorithm can accurately count the detected tents in an image
- Test the algorithm using the provided dataset of images to ensure it meets the required accuracy and performance benchmarks
- Provide documentation on the usage of the algorithm and any specific installation requirements
This project is an exciting opportunity to apply and expand your MATLAB and image processing expertise to solve a real-world problem with significant implications.