pip install trackers trackers v2.1.0 is out; this release... adds support for ByteTrack, a fast tracking by detection algorithm focused on stable identities under occlusion. link:show more

New trackers released by Ultralytics 😍 botsort, bytetrack, ocsort,... deepocsort, fasttrack, and tracktrack. Object tracking tells you which object is which across frames. I recently tested the newly released trackers in this demo. Here's what I found. 👇 #tracker #MachineLearning #Researchshow more

Curling stone tracking v1 Olympic Games edition. How I... made this first version: - YOLO for real-time stone detection - ByteTrack (Supervision) for consistent object tracking - SciPy for trajectory smoothing - OpenCV + NumPy for annotation, velocity, direction and acceleration visualization The colors indicate whether the stone is : accelerating → green stable → orange decelerating → redshow more

SlimeVR is cracked. This is 11-point tracking for STILL... cheaper then 3x Vive Trackers 😅Probably gonna use this just as much as lighthouse tracking tbh. So cool!! Full video here:show more

smart parking demo - RF-DETR - license plate detection... - OC-SORT - multi-object tracking - GLM-OCR - reading license plates on Monday I showed you trackers, yesterday GLM-OCR, today I'm putting everything togethershow more

TRYING OUT MOVIN TRACING FOR FULL BODY TRACKING TODAY!... I'll be extremely honest with my thoughts. ❌No Trackers ❌No Gloves ✅One Camera ~ Live rn 🧨show more

Football players detection + tracking using Ultralytics YOLO26 ⚽️... It took me 30 minutes to train the YOLO26 model on a custom dataset using Ultralytics Platform. Later, I used the object tracker (Bytetrack) for tracking the players; tracking could be improved further, and I am working on it this week. More info 👇 #soccer #football #MachineLearningshow more

RoadScan-AI-Automated-Pothole-Detection-Tracking RoadScan AI is a computer vision system built... to automatically detect and track potholes in road footage — including dashcam, drone, and fixed-camera video. At its core, the system uses a YOLO11n model fine-tuned on a custom pothole dataset, paired with ByteTrack for multi-object tracking. This enables the system to maintain a consistent identity for each pothole across frames rather than treating every detection as a new, isolated event.show more

Cool video (sped-up) running Mixtral 8x22B on a M3... Max (h/t PSA since I get this question a lot: asitop is the monitoring tool on the right (pip install asitop) glances is on the bottom (pip install glances)show more

Who knew 6DOF trackers could be this lightweight😮 Kickstarter... going live on the 29th!show more

Hand tracking + occlusion on Quest 3 is already... very goodshow more

GTAIV is even better on PC with the newest... release Fusion Fix v5.0, now available. Update adds native ambient occlusion support, shadow casting for vehicle tyres and damage, high FPS and DoF improvements, and more restored Xbox 360 effects Download:show more

Announcing MLX native Mac support for Moondream 3. Moondream... running on Mac, Linux, Windows (free!): pip install moondream-station Details:show more

just need to afk a sec to calibrate my... trackers... (grabby collar asset for vrchat, releasing on Nov 30 👀)show more

Listen, Hip Trackers get the zoomies sometimes…

Object detection + tracking + counting using Ultralytics YOLO26... 🚀 👉 Object detection tells you what is in a scene. 👉 Tracking follows each object across video frames. 👉 Counting turns those movements into actionable data. YOLO26 delivers fast, accurate detections, while multi-object tracking maintains unique identities across frames. Add configurable counting lines or regions to measure entries, exits, directional movement, and other real-world traffic metrics. #vehicles #MachineLearning #Highwayshow more

Vehicle tracking using Ultralytics YOLO26 👀 In this demo,... I trained the YOLO26 model on a custom dataset and later used an object tracker (Bytetrack) to track the objects in the video file. Note: I also performed testing with Botsort, which is also a good tracker, but it's slow in comparision to Bytetrack. #Tracking #ComputerVision #MachineLearningshow more

🚨SPACEX JOINS NASDAQ 100 TODAY, FASTEST IN HISTORY! $SPCX... added to the Nasdaq 100 before the open, the fastest inclusion ever under Nasdaq’s new fast-track rules for large IPOs. This triggers ~$4.3B in estimated passive buying from index trackers like QQQ.show more