PixEagle Early Look: Transform Your Drone with Advanced AI Tracking
Timeline:
00:00 Intro
00:15 Setting up the environment
00:50 Track parked aircraft, Buildings, and low visibility snow in Merhabad Airport
01:50 Track moving aircraft, cars, ... in Dubai Airport
02:45 Track a football ball in a recorded video
🌟 First Glimpse: PixEagle's Drone Tracking !
Get a sneak peek at PixEagle's capabilities - a system crafted not just for drones but for any project needing advanced tracking and detection. With PixEagle, you get a glimpse into the future of modular, adaptable drone technology, and it's just the beginning.
🔍 Current Features:
Segmentation, Detection, Tracking, Following: PixEagle currently excels in these areas, showing promising results even in its early stages.
Open-Source Tracker: Dive into the early release of our tracking and partial detection system on GitHub.
🚀 What's Next:
PX4-Autopilot Focus: While PixEagle aims to be versatile, its primary goal is to enhance PX4-Autopilot drones with a companion computer using MAVSDK.
Compatibility: Designed to support a variety of camera feeds including UDP, USB, HTTP, RTSP, and file input.
Under Development: Exciting features like Kalman filters for smooth tracking, smart follow systems, and re-detection mechanisms are in the works.
🔧 The Future of PixEagle:
Smart Follow: Imagine selecting a target - a car, an aircraft - and your drone autonomously follows in offboard mode. That's where we're headed.
📢 Join the Development:
PixEagle is a growing community project. Any help or contribution to the repo is welcome!
Check PixEagle on GitHub: https://github.com/alireza787b/PixEagle
Connect with me on LinkedIn: / alireza787b
🛡️ Usage and Disclaimer:
PixEagle is released under an open-source license. You're free to use it, but commercial projects should reference the source.
Please note, that all use is at your own risk; PixEagle hasn't been tested in real-world conditions yet.
Don't forget to Like, Share, and Subscribe for the latest on PixEagle's journey towards autonomous drone innovation.
#DroneTech
#ImageProcessing
#OpenCV
#Pixhawk
#PX4
#Drones
#ArtificialIntelligence
#DroneEngineering
#Python
#YOLOObjectDetection
#ParticleFilter
#KalmanFilter
#MAVSDK
#DroneOffboardControl
#MAVLink
#DroneFollow
#DroneTracker
#DroneImageProcessing
#RealTimeTracking
#AutonomousDrones