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MaliosDark
wifi-3d-fusion
Python2025–2025
MaliosDark / wifi-3d-fusion

wifi-3d-fusion

WiFi-3D-Fusion is an open-source research project that leverages WiFi CSI signals and deep learning to estimate 3D human pose, fusing wireless sensing with computer vision techniques for next-generation spatial awareness.

3Distinct people
3Mentions
0Explicit recommenders
1.8KGitHub stars
REPOSITORY AT A GLANCE

What to know before exploring

What it is

WiFi-3D-Fusion is an open-source research project that leverages WiFi CSI signals and deep learning to estimate 3D human pose, fusing wireless sensing with computer vision techniques for next-generation spatial awareness.

GitHub

Where it is used

No documented product use has been verified yet.

What people are saying

No recommendation phrase was found in the indexed comments.

No classified warning is attached to this page. Read the discussions before treating silence as approval.

Also in these discussions

No other repository is repeatedly linked in the same discussions.

This week on Hacker News

Nov 7–Nov 14 UTC · Direct repository links and separately labeled related project stories. Indexed through 11/14/2026, 5:04:57 PM UTC.

No direct repository links were found in the indexed HN discussions over the past seven days. Older discussions are available below.

Mentions over time

HN mentions by hour3 dated mentions

Observed mentions: 2025-08-25 23:26:42 UTC to 2025-08-26 04:05:33 UTC.

012025-08-25 23:00:00 UTC to 2025-08-26 00:00:00 UTC (exclusive): 1 mentions; 1 submissions, 0 commentsAug 25, 23:002025-08-26 00:00:00 UTC to 2025-08-26 01:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2025-08-26 01:00:00 UTC to 2025-08-26 02:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 commentsAug 26, 01:002025-08-26 02:00:00 UTC to 2025-08-26 03:00:00 UTC (exclusive): 1 mentions; 0 submissions, 1 comments2025-08-26 03:00:00 UTC to 2025-08-26 04:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2025-08-26 04:00:00 UTC to 2025-08-26 05:00:00 UTC (exclusive): 1 mentions; 0 submissions, 1 commentsAug 26, 04:00

Counts come from the repository’s dated source evidence. Index cutoff: 2026-11-02 08:16:59 UTC.

View mention counts and date ranges
UTC ranges include their start and exclude their end. Select a period to filter the source evidence.
PeriodStart (UTC)End (exclusive, UTC)MentionsSubmissionsComments
Aug 25, 23:002025-08-25 23:00:00 UTC2025-08-26 00:00:00 UTC110
Aug 26, 00:002025-08-26 00:00:00 UTC2025-08-26 01:00:00 UTC000
Aug 26, 01:002025-08-26 01:00:00 UTC2025-08-26 02:00:00 UTC000
Aug 26, 02:002025-08-26 02:00:00 UTC2025-08-26 03:00:00 UTC101
Aug 26, 03:002025-08-26 03:00:00 UTC2025-08-26 04:00:00 UTC000
Aug 26, 04:002025-08-26 04:00:00 UTC2025-08-26 05:00:00 UTC101

What Hacker News says

3 sources
I'm interested but am also incredibly dubious. Not because it seems impossible but the opposite. On one hand, an open source repo like this making an approach for hackable extension should be praised, but the "Why Built WiFi-3D-Fusion" section[0] gives me very, very bad vibes. Here's some excerpts I especially take issue with: > "Why? Because there are places where cameras fail, dark rooms, burning buildings, collapsed tunnels, deep underground. And in those places, a system like this could mean the difference between life and death." > "I refuse to accept 'impossible.'" WiFi sensing is an established research domain that has long struggled with line of sight requirements, signal reflection, interference, etc. This repo has the guise of research, but it seems to omit the work of the field it resides in. It's one thing to detect motion or
Read the rest
approximately track a connected device through space, but "burning buildings, collapsed tunnels, deep underground" are exactly the kind of non-standardized environments where WiFi sensing performs especially poorly. I hate to judge so quickly based on a readme, but I'm not personally interested in digging deeper or spinning up an environment. Consider this before aligning with my sentiment. [0] https://github.com/MaliosDark/wifi-3d-fusion/blob/main/READM...
In WiFi-3D-Fusion – Real-time 3D motion sensing with Wi-Fi

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