Object Detection + Tracking (ID + Trails) using YOLOv8... on custom dataset. Github Repo: Youtube Video Tutorial: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

Working on a new tutorial - time in the... zone. Detection, tracking, and zones are ready. Time to add timers. GitHub repository:show more

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

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

introducing: fruit xylophone a computer vision music experiment built... with mediapipe hand tracking and roboflow RF-DETR object detection (running in realtime in the browser using transformers js)show more

Pothole detection on the road in real time using... Ultralytics YOLO26! 🕳️ Manual road inspections are slow, costly, and hard to scale. With object detection, potholes can be identified directly from street-level images or video feeds, enabling faster and more consistent road condition monitoring. How I built this demo: ✅ Trained a segmentation model on a custom dataset. ✅ Generated mask contours for each pothole. ✅ Leveraged the onnx-exported model for faster processing. #Pothole #RoadDamage #AIshow more

would you watch a stream where I show how... to build analytics system like this with supervision? - detection filtering with polygon zones - object tracking - customizable annotators - line zones with in/out counters - per-class counts supervision repo:show more

Tutorial on how to add an embroidered effect on... any object in illustrator with no plugin, using object > create mosaic + global editshow more

SAM3 video tracking is so good yesterday: collect data,... train custom object detector, use tracker to estimate object motion - days today: track anything with text prompt - secondsshow more

built a custom video-gen pipeline for drones for making... a custom low latency drone detection + tracking + future trajectory prediction pipeline with 3D reconstruction. based on modern stack involving Roboflow and Ultralytics for custom data pipeline and model building and Rerun for visualisation...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

Train a TensorFlow object detection model – then deploy... it on a robot 🤖 Iulia Feroli (Iulia Feroli) shows how to turn a notebook into a real-time object detection app. This tutorial works for any project – though we demonstrate the deployment on (and assisted by!) the #ReachyMini, an open-source robot from Pollen Robotics. Built with PyCharm + Claude Code. 👉 Watch it in action:show more

Check out this 📹 step-by-step tutorial on how to... visualize and download 🛰️ satellite images of the #Morocco earthquake using the Maxar Open Data on #AWS. Video: Web App: GitHub: Notebook: #moroccoearthquake #geospatial #dataviz #pythonshow more

Another SUPER useful prototype app to make using visionOS... 27’s High Frame Rate Object Tracking and Low-Latency Video (via LowLevelDeviceResource) Capturing Spatial Video on my Stereo Lens is annoying. Viewfinder is split in half! Lets make a 3D digital one that tracks on top!show more

🔥New tutorial!🥳 Animate faster in #Blender using pose libraries... and the asset browser. Check out the full tutorial on my #Youtube channel. 👉 #p2design #animation #B3D #3Dshow more

Core AI: Realtime video image detection, tracking, and segmentation... with SAM 3 and RF-DETR. All running on-device. I will share the code in the comments.show more

TradingView doesn't want you to know about this A... group of devs reverse-engineered TradingView Premium using Claude Fable 5.1 and put it out on GitHub completely free The GitHub repo just hit 42.1k stars, and they already have 25k members on their Discord It's currently available as a standalone app for Windows and Mac, with GitHub and Discord links available inside the appshow more

The YOLO-World YouTube tutorial is out! please, let us... know what you think! - model architecture - processing images and video in Colab - prompt engineering and detection refinement - pros and cons of the model watch here: ↓ more resourcesshow more

A sneak peek of a new feature in the... #GeoAI Python package! 🎉 Now you can detect cars from georeferenced aerial imagery using deep learning—all with just a few lines of code. Stay tuned for an in-depth video tutorial coming soon! 🛠️ Explore the GitHub repository: 📚 Dive into the documentation: 📺 Check out the entire YouTube playlist:show more