Computer Vision Labeling

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.

Encord is a data development platform that streamlines data curation, labeling, and model evaluation for AI teams. It supports computer vision and multimodal tasks with advanced user management, customizable workflows, and comprehensive quality metrics.

Google Lens uses your camera or images to identify objects, products, plants, animals and landmarks; translate and copy text in real time across 100+ languages; assist with homework by finding explanations; and integrates with Google apps and Chrome.

Custom Vision enables developers to create custom image classification and object detection models by uploading labeled images or auto‑tagging unlabelled sets. Train, test, and deploy via REST API; supports quick iteration and suits teams lacking deep ML skills.

Label Studio is an open‑source platform for labeling images, audio, text, video, time‑series, and PDFs. It offers customizable interfaces, pre‑labeling with ML, multi‑project support, API/SDK integration, and quality gates that ensure consistent annotations, with export to CSV or databases.

Data Services by Clickworker provides a crowdsourced platform for data collection, validation, labeling, and categorization, assigning microtasks to a global workforce. It delivers scalable, ISO 27001‑compliant results and transparent workflow tracking for AI training and market research.

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.

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.

Datature unifies data labeling, model training, and deployment in one workflow. AI‑assisted annotation cuts labeling time up to tenfold. It supports classification, detection, segmentation, keypoint tasks, offers drag‑and‑drop training, hyperparameter tuning, visual evaluation, and edge/cloud deploy

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.

CrowdView is a platform that allows users to view and share real-time video feeds from events around the world.

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.

ezML is a cloud AI platform revolutionizing computer vision with zero-shot learning and text-to-model capabilities. It enables users to easily create custom pipelines for tasks like object detection and image-to-text conversion, featuring simple deployment and scalability for various business appli

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.

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.

BasicAI is an end‑to‑end data annotation platform for image, video, audio, LiDAR, and text, offering AI‑powered labeling, collaborative workflows, real‑time QA, and private deployment, used by ML engineers in autonomous driving, robotics, and logistics.

People for AI offers dedicated in‑house labeling teams for diverse machine‑learning datasets, ensuring consistent quality, data security, and GDPR‑aligned handling. They support all annotation tools, from small proofs of concept to large production volumes, with continuous monitoring and re‑annotati

DeepAI offers browser‑based AI tools for text‑to‑image, photo editing, background removal, super‑resolution, and video/musical generation, plus APIs for integration. It prioritizes user ownership, privacy, fast processing, and supports conservation research via object detection and habitat mapping.

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.

The AI Lab provides an advanced tool with image and facial enhancements features such as photo colorization, object and background removal, cartoon creation, retouching portraits, adjusting facial expressions, and API and platform for developers.

Alpha Vision is an AI-driven security solution offering 24/7 surveillance, automated threat detection, and incident response. Features include real-time patrols, audio deterrents, natural language video search, and automated compliance verification for enhanced safety in various environments.

DALL·2 is an AI system that generates realistic images and art based on natural language descriptions, allowing users to edit and create variations. Safety measures are in place to prevent harmful content.

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

Moondream provides vision AI for real-time image and video analysis—object detection, counting, scene reasoning—plus automatic media tagging and metadata for semantic search, natural-language perception for robotics, semantic UI element recognition, and Python/Node integration.

PhotoExamen uses OCR and AI to analyze exam and assignment images, offering step‑by‑step solutions for multiple choice, short answer, math, and language tasks. It auto‑generates concept maps, quizzes, transcribes audio, and summarizes texts for study support.

T-Rex Label is an intelligent annotation tool that streamlines complex scene annotations across industries like agriculture, logistics, and healthcare, offering quick, accurate labeling through zero-shot detection, enhancing workflow efficiency and data management.

Canva's AI Image Generators turns text into visuals with customizable art styles and features like Magic Media, Create an Image, and automated reviews.

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.

Teachable Machine lets users build TensorFlow.js image, audio, or pose classifiers through a browser interface without coding. Collect, label, and train data in‑browser, evaluate accuracy, then export models to web, Node.js, Coral, or Arduino for rapid prototyping and educational projects.

ChatGPT‑4o accepts text, audio, video, and images, using GPT‑4V vision for OCR, handwriting recognition, and visual analysis. It delivers fast conversational replies, enabling article creation, data extraction, and content translation across devices.

VisualGPT is an AI image generator and editor, offering features like background removal, photo retouching, and interior design visualization. It supports models such as Nano Banana and Flux, facilitating bulk processing and social media content creation.

Ocular AI unifies multimodal data from cloud, local, and external sources into a single catalog for search, versioning, and AI‑assisted labeling with human‑in‑the‑loop. It supports RLHF, GPU training pipelines, RESTful search API, and role‑based compliance controls.

isahit provides human-centered data labeling and processing for computer vision, NLP, and speech, offering collaborative workspaces, secure API, customizable annotator training, quality control, and AI-assisted workflows (active learning, RLHF, RAG) to prepare data for model training.

GradeLab automates the grading of handwritten exams using OCR technology, providing accurate digital assessments. It offers real-time student progress tracking, personalized feedback, and customizable rubrics, enhancing efficiency and instructional focus for educators across various subjects.

Browser-based visual field test detects blind spots and monitors per-eye vision changes at home. AI-assisted analysis tracks patterns and stores history; simple and advanced calibrated modes include reliability checks, exportable results, remote screening — educational use only.

RSIP Vision offers AI‑powered analysis for CT, MRI, X‑ray, ultrasound, endoscopy and microscopy. It provides segmentation, registration, stitching, tracking, 3‑D reconstruction, real‑time video analytics and automated quantification to streamline clinical workflows for efficient decision‑making.

Vision Boards AI helps users create personalized vision boards to visualize and manifest their goals. The platform generates tailored images, providing high-resolution visualizations that motivate diverse user groups in their personal and professional pursuits.

JCV Cloud provides real‑time facial recognition for secure access, attendance, password‑less login, payment, loyalty, and compliance verification. Its APIs integrate with building, retail, and workforce systems, streamlining authentication and boosting security and operational efficiency.

Cat’s Eye Smart Systems uses audio‑visual sensors and AI to detect aggressive behavior in classrooms, delivering real‑time alerts, incident logs, trend reports, and ensuring safety regulation compliance. It supports early intervention, reduces bullying, and safeguards student mental health.

VisionFX AI is a versatile web-based platform for generating images, videos, music, and voice using advanced AI models like VEO3, with features like inpainting and style transfer. It prioritizes data privacy while offering creative tools for media enhancement and generation.

Brain Pod AI's Image Generator is an AI tool that creates unique images using machine learning algorithms.

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

Kive automatically creates on‑brand product images from a URL or upload, applying preset styles like studio clean or editorial. It integrates product data, preserves lighting and color consistency, and lets teams edit and manage assets in a single workflow.

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.

Creen AI is an AI image and video generation platform that converts text and images into high-resolution visuals. It offers multiple models and editing tools for creating social media assets, marketing content, and rapid prototypes.

CGDream AI Image Generator creates original images from text, photos, or 3D inputs using Flux models. It offers 3D model conversion, rendering, inpainting, upscaling, LoRA filters, batch production, and supports commercial use.

TwelveLabs extracts structured data from videos using AI models Marengo and Pegasus. Its APIs enable time‑based search, on‑demand summarization, and vector embeddings for semantic search and recommendations, supporting media, advertising, and security workflows.

Seeing AI is a mobile app that uses AI to give real‑time audio descriptions of text, photos, and documents to blind and low‑vision users. It identifies products, colors, and handwritten notes and warns of nearby obstacles, enabling independent daily tasks.

ImagineArt unifies AI‑driven image, video, and audio creation and editing, enabling prompt‑based generation, upscale tools, drag‑and‑drop video workflows, 4K cinematic rendering, and real‑time team collaboration for streamlined media production for artists, designers, and creators.

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.