vive-diy-position-sensor
zero-shot-object-tracking
vive-diy-position-sensor | zero-shot-object-tracking | |
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8 | 10 | |
887 | 351 | |
- | 0.9% | |
1.8 | 0.6 | |
almost 3 years ago | 21 days ago | |
C++ | Python | |
MIT License | GNU General Public License v3.0 only |
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vive-diy-position-sensor
- Wireless position tracker?
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How to Track Flying Objects?
There is a project out there to utilize HTC Vive lighthouses with a diy sensor. Not sure if something like this is out there for the Steam VR stuff
https://github.com/ashtuchkin/vive-diy-position-sensor
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DIY steam vr trackers?
I was considering (and still am considering) building slimeVR trackers. However, I do own steamvr basestations and I kind of want to take advantage of that if possible. So I was curious whether there is a cheap diy method to base station based trackers. I did come across this: https://github.com/ashtuchkin/vive-diy-position-sensor However I have no clue to how well this actually works. Any ideas of what to do?
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Arpara Kickstarter is live
Tundra hasn't accomplished much of anything novel with their tracker addon. You can go on GitHub and find the plans and the parts to build one yourself: https://github.com/ashtuchkin/vive-diy-position-sensor
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I 'm building a RFID based TOF measurement system and need advice on hardware
I ve looked into the Lighthouse hackers community but can only find receiving sensor which are too big for my project, I m looking for a discreet system instead.
- Has anyone attempted to make an esp32 lighthouse-based position tracker like this ?
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Is there any way to "walk in place" for moving ? Maybe using feet trackers.
Found this, https://github.com/ashtuchkin/vive-diy-position-sensor
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Getting Started Creating SteamVR Hardware
With steamvr, i assume you want to use the lighthouses for tracking? There are a few resources for that of people who did similar stuff: https://github.com/ashtuchkin/vive-diy-position-sensor
zero-shot-object-tracking
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How to Track Flying Objects?
I’ve seen a bunch of drone-detection computer vision projects. Usually they’re detecting dromes from other drones though (Eg for autonomous racing[1] or drone-defense).
A challenge with doing it from the ground is that the drones will be quite small relative to the size of the image. With sufficient compute and several cameras a tiling-based approach[2] should work!
If you want to do unique-identification you’ll also need object tracking[3].
This is exactly the type of project Roboflow (our startup) is built to empower! Happy to chat/help further (Eg we might be able to help source a good dataset to start from). And if it’s for non-commercial use it should be completely free.
[1] https://blog.roboflow.com/drone-computer-vision-autopilot/
[2] https://blog.roboflow.com/detect-small-objects/
[3] https://blog.roboflow.com/zero-shot-object-tracking/
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Object tracking in videos?
We use CLIP for object tracking with pretty good results (with no second model train required). https://blog.roboflow.com/zero-shot-object-tracking/
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Hacker News top posts: Aug 28, 2021
Zero Shot Object Tracking\ (4 comments)
- Need help in camera selection
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Zero Shot Object Tracking
It uses an object detection model (in our example code[1], we used one from Roboflow Universe[2] but you should be able to use any object detection model) and then sends a crop of each detected box to CLIP to get the feature vector that Deep SORT uses to differentiate between and track instances across frames.
[1] https://github.com/roboflow-ai/zero-shot-object-tracking
[2] https://universe.roboflow.com
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[P] Zero-Shot Object Tracking with CLIP and Deep SORT
Repo: https://github.com/roboflow-ai/zero-shot-object-tracking
- Zero-Shot Object Tracking with CLIP and Deep SORT
- Show HN: Zero-Shot Object Tracking
What are some alternatives?
esptracker - Lighthouse-based tracker using the TS4231
Deep-SORT-YOLOv4 - People detection and optional tracking with Tensorflow backend.
Simple-OpenVR-Driver-Tutorial - A sample OpenVR Driver for you to learn from
norfair - Lightweight Python library for adding real-time multi-object tracking to any detector.
rtl-sdr-blog - Modified Osmocom drivers with enhancements for RTL-SDR Blog V3 and V4 units.
FastMOT - High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀
INSTINCT - INS Toolkit for Integrated Navigation Concepts and Training
ssd_keras - A Keras port of Single Shot MultiBox Detector
ViveTrackedDevice - Completely open-source, reverse-engineered implementation of a tracked device for the SteamVR virtual reality system.
ByteTrack - [ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box
tinyrenderer - A brief computer graphics / rendering course
yolov4-deepsort - Object tracking implemented with YOLOv4, DeepSort, and TensorFlow.