dearsky/wifi-densepose
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Code Issues 20 Pull Requests 5 Actions Packages Projects Releases 1 Wiki Activity
7 Commits 16 Branches 1 Tag
c378b705cafd6e33c8eac59d307dc9f3264be5b5
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Author SHA1 Message Date
rUv
c378b705ca updates 2025-06-07 11:44:19 +00:00
rUv
43e92c5494 Add batch processing methods for CSI data in CSIProcessor and PhaseSanitizer 2025-06-07 06:01:40 +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
rUv
8227a70c31 Add files via upload 
init
 2025-06-07 00:33:06 -04:00
rUv
6cab230908 Initial commit 2025-06-07 00:32:31 -04:00