Multimodal Annotation 7 Best Multimodal Annotation Service Providers in 2026 Explore the seven best multimodal annotation platforms in 2026 and learn how they handle video, audio, text, LiDAR, 3D data, AI automation, quality workflows, and enterprise annotation needs.
YOLO Object Detection How to Annotate Video for YOLO Object Detection and Tracking (2026 Guide) Learn how to annotate video for YOLO object detection and tracking, from bounding boxes and tracking IDs to AI-assisted labeling and exporting into a YOLO training-ready dataset.
computer vision Why Surgeons MUST Verify With AI Before Operating Missing tools cause dangerous mid-surgery delays. Discover how we built an automated vision system using YOLO 11 to precisely segment and track 11 distinct surgical instruments in real-time 4K video, guaranteeing a perfect tray setup before operations even begin.
AI AI Logo Detection and Blurring with Grounding DINO Build an AI-powered logo detection and blurring system using Grounding DINO and OpenCV to detect brand logos in images and videos and automatically blur the detected regions.
Keypoint Annotation AI Yoga Pose Classifier & Posture Tracking Learn how to build a real-time AI yoga pose classifier using a custom YOLO11-Pose model trained on Labellerr data. Explore how trigonometric joint calculations, custom safeguards, and frame-accurate HUD overlays transform a standard video stream into an automated computer vision coach.
computer vision AI Powered Pushup Counter & Form Corrector Learn to build an AI personal trainer using a custom YOLO11 pose estimation pipeline. Labeled on Labellerr, this project uses real-time computer vision and joint trigonometry to count pushup reps, check hip angles, and provide instant form correction feedback.
Egocentric AI Real-Time Focus and Distraction Monitoring AI Learn to build an egocentric workspace assistant using a custom computer vision pipeline. By combining custom YOLO instance segmentation on Labellerr with a smart state machine, this project tracks hand-object proximity in real time to calculate a reliable daily focus percentage score.
computer vision AI Powered Hand Gesture Controller Learn to build a zero-latency hand gesture controller using a custom deep learning pipeline. By training a domain-specific model labeled on Labellerr, this project delivers cinematic cursor smoothing, precise clicking, and responsive, touchless system automation.
computer vision Automated Inventory Tracking with YOLO Discover how we automated industrial counting using YOLOv11 and instance segmentation. This project eliminates manual inventory errors with a smart directional tripwire system, providing pixel-perfect tracking and real-time data for modern warehouses.
case study How Stanford Streamlined Video Data Extraction with Labellerr AI Learn how Stanford University collaborated with Labellerr to streamline large-scale video dataset processing through human-assisted video analytics, object occurrence analysis, and structured data extraction workflows.
case study How Coupang Improved Warehouse Automation with Labellerr AI Labellerr partnered with Coupang to annotate 30,000+ warehouse images using segmentation, classification, and QA workflows to support AI-driven identification of perishable and non-perishable goods in complex tray environments.
computer vision AI Powered Surgery Detection Stop surgical errors with AI. This project uses YOLO11 and Labellerr to track bone surgery tools in real-time. By automating the instrument count and monitoring surgical workflows, we ensure no tool is left behind, making every operation safer and more efficient for patients and doctors.
computer vision Top Foundation Models Powering Modern Computer Vision 2026 An in-depth look at how foundation models like ViT, SAM, CLIP, Stable Diffusion, and DINO transformed computer vision from task-specific pipelines into general-purpose visual intelligence systems.
computer vision AI Powered Patient Fall Detection Protect high-risk patients with AI. This project uses YOLO11 and custom geofencing to monitor bed-rest safety in real-time. By tracking the patient’s center of mass, the system detects falls instantly, sending life-saving alerts to medical staff the moment a patient leaves their safe zone.
computer vision AI Smart Store Analysis Learn how AI is fixing long grocery lines. This project uses YOLO11 to track customers and count items in real-time. By measuring checkout speed and item throughput, this smart monitor helps stores run faster and improves the shopping experience for everyone.
Waste Segmentation AI Smart Waste Classifier Discover how AI is solving the global trash crisis. This project uses YOLOv11 and Labellerr to build a Smart Waste Classifier that identifies bottles, bags, and paper with pixel-perfect accuracy. Learn how instance segmentation is making automated, real-time recycling a reality.
AI model training 7 Top AI Model Training Service Providers in 2026 Training AI models is complex, but managed platforms simplify everything from annotation to deployment. Discover the top AI model training service providers in 2026 and find the right platform for your computer vision, LLM, or multimodal workflows.
computer vision AI Electronics Detection System Explore how the Raspberry Pi Component Tracker uses YOLOv11 and Instance Segmentation to identify hardware in real-time. This AI system eliminates messy boxes to provide pixel-perfect masks for factory inspection, e-waste recycling, and interactive hardware education.
surveillance AI Mask Detection System Discover how the Smart Face Mask Tracker uses YOLOv11 and persistent sticky logic to solve AI flickering. Learn how this real-time computer vision system ensures accurate, automated safety compliance for hospitals, factories, and public spaces.
computer vision AI Conveyor Belt Counter: Real-Time Dual-Lane Monitoring Learn how to build a high-precision dual-lane conveyor counter using YOLO11 and ByteTrack. This guide covers how to eliminate manual counting errors, implement spatial partitioning, and use trigger-zone logic to achieve 100% accuracy in high-speed industrial environments.
computer vision Smart City Infrastructure Analysis using AI Discover how AI and drones are revolutionizing urban planning. Using YOLO 11, we transform raw aerial footage into high-definition maps to track green zone compliance and build sustainable smart cities. See how automated mapping is shaping a greener future for urban development.
fitness AI-Powered Deadlift Form Analyser Learn how to build an AI-powered deadlift analysis system using YOLO and computer vision. This guide covers tracking bar paths and biometric "power triangles" to provide real-time, data-driven feedback that prevents injury and optimizes lifting performance through technical precision.
computer vision AI Traffic Analysis: Speed Tracking & Heatmaps using YOLO Discover how to transform standard traffic cameras into intelligent sensors using YOLO AI. This guide explains how to track vehicle speeds in real-time and build dynamic, velocity-weighted heatmaps to identify and solve urban congestion.
3D Geometry Converting Sports Videos into 2D Tactical Maps with AI Learn how to transform standard sports footage into a professional 2D tactical map. Using YOLO11 and Planar Homography, this project solves perspective distortion to provide real-time player tracking and spatial analytics for coaches and fans.
ADAS Building a Real-Time Schematic ADAS with YOLO11x Learn how to build a 4K vision-based ADAS using YOLO11. This guide explains how to track lanes in real time and provide instant safety alerts to help drivers stay in their lanes.
