4 Commits

Author	SHA1	Message	Date
rUv	c378b705ca	updates	2025-06-07 11:44:19 +00:00
rUv	cbebdd648f	Implement WiFi-DensePose system with CSI data extraction and router interface ... - Added CSIExtractor class for extracting CSI data from WiFi routers. - Implemented RouterInterface class for SSH communication with routers. - Developed DensePoseHead class for body part segmentation and UV coordinate regression. - Created unit tests for CSIExtractor and RouterInterface to ensure functionality and error handling. - Integrated paramiko for SSH connections and command execution. - Established configuration validation for both extractor and router interface. - Added context manager support for resource management in both classes.	2025-06-07 05:55:27 +00:00
rUv	44e5382931	Implement CSI processing and phase sanitization modules; add unit tests for DensePose and modality translation networks	2025-06-07 05:36:01 +00:00
rUv	f3c77b1750	Add WiFi DensePose implementation and results ... - Implemented the WiFi DensePose model in PyTorch, including CSI phase processing, modality translation, and DensePose prediction heads. - Added a comprehensive training utility for the model, including loss functions and training steps. - Created a CSV file to document hardware specifications, architecture details, training parameters, performance metrics, and advantages of the model.	2025-06-07 05:23:07 +00:00