Hyperspectral unmixing through transformer network
Budget: $250 – $750 USD
I am looking for a freelancer to help me with unmixing hyperspectral data through transformer network implementation using Python. The goal of this project is to estimate endmembers and abundance map of different materials.
Skills and experience required:
- Expertise in hyperspectral unmixing and transformer network implementation
- Proficiency in Python programming language
- Strong analytical and problem-solving skills
- Experience in estimating abundances from hyperspectral data
- Familiarity with anomaly detection techniques
The project involves working with an already collected hyperspectral data. However, if the freelancer has experience in collecting hyperspectral data, it would be an added advantage. The deliverables of this project include a well-documented code and a report summarizing the results of the unmixing process.
Skills and experience required:
- Expertise in hyperspectral unmixing and transformer network implementation
- Proficiency in Python programming language
- Strong analytical and problem-solving skills
- Experience in estimating abundances from hyperspectral data
- Familiarity with anomaly detection techniques
The project involves working with an already collected hyperspectral data. However, if the freelancer has experience in collecting hyperspectral data, it would be an added advantage. The deliverables of this project include a well-documented code and a report summarizing the results of the unmixing process.
Related categories:
Python
Matlab and Mathematica
Software Architecture
Machine Learning (ML)
Data Mining