dearsky/wifi-densepose
1
0
Fork 0
Code Issues 20 Pull Requests 5 Actions Packages Projects Releases 1 Wiki Activity
11 Commits 16 Branches 1 Tag
94f0a60c10680e682e927b63f35974ded6688375
Commit Graph

3 Commits

Author SHA1 Message Date
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