Global and Local Attention-Based Transformer for Hyperspectral Image Change Detection

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Description: We are seeking an experienced deep learning practitioner or research-oriented developer to implement a Global and Local Attention-Based Transformer model for Hyperspectral Image Change Detection (HSI-CD). This project was a research project, and now we are looking to bring it to life as a fully working prototype with all essential components. What we need: A fully functional codebase for the proposed model. Implementation of both global and local attention mechanisms within a transformer architecture. Support for standard hyperspectral image change detection datasets (e.g., LEVIR-CD, WHU-CD, etc.). Performance metrics such as Precision, Recall, F1-Score, Kappa Coefficient, and Change Maps visualization. A well-structured, documented, and reproducible code (preferably in...

Keyword: Python

Delivery Time: 2 days left days

Price: $13.0

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