Object Tracking

DeepMotion converts video or text into realistic 3‑D character animation, extracting motion from a single camera and offering real‑time body and facial tracking for game devs, VR artists, and content creators. Its API integrates into pipelines, speeding production.

PoseTracker provides real‑time human pose estimation with 40 ms latency using MoveNet, supporting iOS, Android, web, and low‑code APIs. It handles over 100,000 movement types, offers joint‑angle detection, pose comparison, and quick iframe/webview integration.

Ultralytics offers a platform for developing and deploying visual AI solutions across industries, utilizing YOLO for advanced data analysis and object detection. Its user-friendly interface aids in efficient training and deployment of machine learning models.

Webcam Motion Capture tracks hand, face, gaze, lip sync, and upper‑body movements via a standard camera, streaming data through VMC for avatars or game engines and exporting to FBX for 3D animation. Supports Windows, macOS, and mobile offload.

Quick Magic AI Mocap is a camera‑based motion‑capture system that removes sensors and markers, capturing full‑body, hand, and facial motion with frame‑level control and anti‑penetration. It exports FBX, Mixamo, VMD, BIP for Blender, Maya, Unreal, Unity.

RealEye.io collects real‑time gaze, attention, and facial emotion data via participants’ webcams for image, video, or website stimuli. It offers triggers, heatmaps, fixation plots, API access, and records mouse/keyboard interactions for integrated survey analysis.

The AI Workspace is a tool that generates imaginary images using AI. It allows users to train models using photos and supports custom identifiers and prompts.

Lenslink is an AI tool for automated image and video analysis, featuring face detection, human action recognition, and real-time multi-person analysis. It offers secure edge computing integration for applications like access control, crowd management, and digital signage analytics.

OpenALPR automates license‑plate recognition from live video and still images, delivering real‑time plate numbers, vehicle make, model, color, and direction for law enforcement, parking, property management, and security across 70 countries.

AI Bot Eye enhances CCTV with real‑time analytics: instant intrusion alerts, fire/smoke detection, face recognition, license‑plate logging, PPE compliance, and foot‑traffic counting. It sends notifications via app or WhatsApp, processes data locally, and integrates with any RTSP camera.

YiIotCloud provides cloud video surveillance with multi-camera live view, motion or continuous recording, and configurable cloud retention. AI analytics (face, person, vehicle, animal) reduce false alerts; mobile/web access, sharing, and notifications enable remote incident review.

Roboflow streamlines computer‑vision projects by offering a low‑code pipeline for data annotation, GPU‑accelerated training, and multi‑environment deployment. It integrates with PyTorch, TensorFlow, Hugging Face, major clouds, and meets SOC2 Type 2 and HIPAA security.

Currux Vision processes CCTV video for real‑time monitoring, enforcement, and safety. It automates object detection, classification, and tracking, and can autonomously control PTZ cameras. Supports edge, hybrid, and cloud deployments with NVIDIA GPU servers, delivering actionable metadata to operato

AI‑powered failure detection for 3D printers, integrated with OctoPrint/OctoEverywhere. Real‑time vision identifies adhesion loss, layer defects, shell issues, extruder blobs, then pauses prints or sends alerts, learning printer‑specific nuances over time.

Yogger delivers AI‑powered video analysis for coaches, therapists, and athletes, capturing movement via phone or webcam. It auto‑measures range of motion, posture, and joint angles, generates branded reports, and exports biomechanical data for remote assessments.

Driver•i is an AI-driven video telematics system that records forward and inward cameras, monitors driver drowsiness and distraction with DMS and audio alerts, provides GPS/cloud video access, automated coaching workflows, scoring and fleet integrations for safety, compliance, and review.

VISuite AI is a scenario‑based video analytics platform that delivers real‑time behavior and facial recognition, automated intrusion detection, and forensic search across surveillance feeds. It processes geo‑tagged events, reduces false positives, and streamlines security monitoring.

aiphotorobot.com offers an image recognition model training platform with various AI models, dimensions, subject strength, styles, and compositions, as well as a new Lora feature for faster training and image generation.

Rokoko offers studio‑grade motion‑capture hardware and software—full‑body suits, gloves, and facial rigs—that record, edit, and export motion data to Blender, Unreal, Unity, Maya, and more, with real‑time streaming and quick Wi‑Fi setup.

Tagbox automatically organizes photos, videos, PDFs, and editable files using computer vision for face, object, and scene tagging. Its search engine offers advanced filters and full‑text queries. Team collaboration and secure storage enable efficient asset management.

PostureCorrector AI uses a local webcam on Windows PCs to detect slouching in real time, delivering customizable alerts and visual cues for immediate correction. It tracks progress via dashboards, supports low‑light, and offers team analytics for corporate use.

NeuralBox captures photos instantly via camera, lock‑screen widget, or share extension, auto‑imports screenshots, and offers a scanning mode. AI image recognition and OCR enable keyword searches; similarity browsing groups images by visual traits. Files sync locally or in the cloud.

Omnilert AI Gun Detection uses visual AI to identify firearms in seconds, integrating with existing cameras for outdoor coverage. Automated alerts trigger locks, alarms, notifications, and law‑enforcement contact, supported by a UL‑certified verification workflow and open‑network integrations.

Be Your Best tracks athlete vision and decision‑making by measuring scan rate during gameplay. It offers real‑time data, progress tracking, leaderboards, and analytics for coaches and analysts to enhance tactical flexibility and possession control.

Meta AI Demos is a catalog of experimental models and interactive technical demos from Meta Research, enabling developers and researchers to test image/video segmentation and tracking, audio/video generation, embodied agent and 3D localization models, prototype integrations, and evaluate outputs.

Invoxia AI tool: Innovative GPS tracking for vehicles, pets (like MiniTailz for dogs), and valuables; features 4G-LTE technology and customizable IoT solutions for enhanced location monitoring.

Motion centralizes task planning, project management, scheduling, meeting transcription, document creation, and workflow automation with AI-driven task extraction, adaptive calendars, automatic project structuring, real‑time dashboards, and seamless integration across major tools.

FitLens uses webcam‑based computer‑vision to track 33 body keypoints in real time, delivering instant posture feedback for push‑ups, squats, lunges, and planks. Users view progress dashboards and exercise histories to track performance.

Cutout.pro is a powerful AI-based platform for creating and editing visual content that enhances e-commerce and marketing efforts.

FiftyOne is a visual AI platform that centralizes data curation, annotation, and model evaluation across images, video, point clouds, and metadata. It offers interactive slicing, automatic labeling with confidence scoring, role‑based access, versioning, and open‑source integration.

QOVES analyzes facial structure with 521 landmarks and 160+ aesthetic metrics, producing research‑based, personalized plans for skincare, lifestyle, and low‑invasive procedures that improve symmetry, confidence, and perceived attractiveness.

Recognito delivers on‑premise and on‑device biometric authentication, offering SDKs for face recognition, liveness detection, and ID document verification that meet NIST standards for banking, healthcare, and government identity use across multiple platforms.

Frigate NVR is an open-source on‑premise NVR that runs local AI object detection and real-time tracking on camera feeds, supports hardware accelerators and custom models, configurable detection zones, and integrates with Home Assistant, Node-RED, MQTT for automations.

UnitLab is a cutting-edge, collaborative AI data annotation platform boosting efficiency by 15x through auto-annotation tools. It excels in various annotation types, project management, and automated tasks for accurate object detection and OCR in 123 languages.

Sentiance processes sensor data on-device to generate real‑time behavioral insights for drivers and mobile users, enabling safety monitoring, fraud detection, usage‑based insurance, and personalized in‑vehicle features while keeping data privacy and bandwidth minimal.

KBY‑AI delivers on‑premises SDKs for face, palm, and document recognition, liveness detection, and license‑plate detection. It supports multi‑language platforms, offline processing, and integrates into KYC workflows for secure identity verification.

Scanflow AI delivers AI‑powered visual inspection and asset identification for manufacturing and logistics. It detects defects in real time, scans DOT codes, VINs, and handwritten text, and offers edge or cloud analytics for quality control, inventory visibility, and faster throughput.

iris roads automates road inspections with AI cameras, automatically redacts privacy, identifies defects such as potholes and cracks, delivers condition indices and repair priorities to public‑works dashboards, and integrates with CityWorks and Cartegraph for streamlined workflow and cost savings.

CoverTracker delivers AI‑driven location and people search, generating precise reports in 5‑10 seconds from uploaded data. It supports real‑time geolocation, end‑to‑end encryption, GDPR/CCPA compliance, and integrates into logistics, customer service, and safety workflows.

OpalAi’s Vision Language Models cut video analysis from hours to minutes for planners and safety teams. Its wildfire intelligence turns geospatial data into actionable risk insights, while ScanToBIM/ScanTo3D convert point clouds into BIM or CAD models instantly.

Be My Eyes links blind and low‑vision users to volunteers worldwide via live video, offering instant visual help. Integrated AI provides automated image descriptions, supporting 180+ languages, smartglasses, and multi‑platform access for real‑time, free assistance.

IDScan.net offers an AI‑driven identity verification platform that scans passports, driver’s licenses, and mobile IDs using UV/IR imaging and deep‑fake detection. It supports real‑time data capture, KYC/AML compliance, and APIs for integration across banking, retail, and logistics.

Kling AI Motion Control turns a single static image into a realistic, physics‑based animated video. It automatically generates motion paths, applies dynamic effects, and outputs smooth, cinematic clips, supporting batch processing and custom parameters for marketers, designers, and creators.

Movmi converts 2D media into 3D human motion data, supports text‑to‑3D pose, renders animated videos with AI backgrounds, exports FBX for any 3D engine, and allows multi‑character choreography and collaborative workflows.

LightLayer provides scalable, richly annotated egocentric datasets—synchronized RGB, audio, IMU, and depth—via distributed capture coordination, automated collection workflows, and streamlined annotation pipelines to produce delivery-ready data for embodied AI and robotic perception training.

Photo Location Search uses AI to geolocalize images by analyzing metadata like latitude and longitude. It integrates with Google Maps for detailed insights and fosters community engagement via Discord for collaborative exploration and research.

AtlasNavi is an AI navigation app that uses a smartphone camera to analyze road conditions at 25 Hz for more accurate routing. It records trips, offers live streaming, group tracking, walkie‑talk, rewards via 3‑D vehicle NFTs, and maintenance alerts.

The AI content checking tool uses image recognition technology with 93% accuracy rate to classify potentially indecent content and offers camera and blur protection. It can be accessed through GitHub and has a mobile demo available.

IDM VTON uses a two‑stream conditional diffusion model to overlay garments onto user photos with realistic detail. It maintains shape across body types, offers a clothing library, and lets users adjust fit via an intuitive interface on desktop or mobile.

A platform that provides comprehensive AI vision intelligence management in smart machines with advanced computer vision systems, full automation in horticulture robotics with vision AI, user management and more.