Data Annotation

Scale AI is an API for human labor that allows developers to enter requests for humans to complete menial, repetitive tasks that cannot be done by a computer. With Scale, developers can get information screened for duplicates and mismatches and have user-generated content moderated and categorized.

Labelbox offers a training data platform for machine learning teams to build real-world AI. The platform consists of label editor tools, batch, and real-time labeling workflows, collaboration, quality review, analytics, and an optional, fully managed, and dedicated labeling workforce.

Sama provides accurate data for ambitious AI. The company’s training data platform develops accurate machine learning models specializing in image, video and sensor data annotation and validation for machine learning algorithms in industries including transportation, retail and e-commerce, consumer and media, medtech, manufacturing and robotics, and agriculture.

CrowdWorks is an online crowdsourcing marketplace platform for AI. Freelance workers review the data and add annotations for AI developers, enabling the acquisition and processing of high-quality data for machine learning.

Hive is a deep learning company solving visual intelligence challenges through three main pillars of the business: Hive Data, Hive Predict, and Hive Media. Hive Data is a two-sided marketplace for machine learning data labeling. Hive Predict is a set of proprietary visual intelligence models that solve problems like the identification of celebrities and logos. The company's flagship product is Hive Media, through which they are selling television analytics datasets.

V7 offers a complete toolkit for creating robust computer vision AI, maintaining state-of-the-art performance at every step. The company's Aipoly makes an app for the blind and visually impaired. Aipoly is an app that uses Vision AI to recognize objects in real-time.

Snorkel AI develops a system for programmatically building and managing training datasets. The company's platform allows users to develop training datasets.

SuperAnnotate AI develops an end-to-end platform to annotate, train, and automate AI. The company designs AI-powered image and video annotation software solutions for industries. It serves clients in the Agriculture, Autonomous Driving, Robotics, Aerial Imagery, NLP, Healthcare, Sports, Insurance, and Security industries. SuperAnnotate was founded in 2018 and is based in Sunnyvale, California.

Super.AI is an AI enablement platform that accelerates machine learning projects by using AI and humans to generate, structure, and label any type of data.

CloudFactory creates economic and leadership opportunities for talented people in developing nations. CloudFactory is a distributed labor platform melding human and machine intelligence.

Dataloop provides an enterprise-grade data platform for vision AI systems in development and in production. Specializing in high volume and complex data, Dataloop helps a wide range of deep learning teams automate their data preparation processes.

Petuum is a software infrastructure and ecosystem provider that enables AI for enterprise. Petuum's operating system gives users a single platform to build any Machine Learning or Deep Learning application using large amounts of data, and deploy it at scale on any hardware – such as workstations, datacenters, the internet of things, and edge computing.

Defined.ai is a marketplace for AI products. The company offers artificial intelligence products for the needs of companies from the banking, insurance, telecom, and retail industries.

Superb AI uses AI to customize training data for large tech companies. The company's Superb AI Suite is an enterprise SaaS platform built to help ML engineers, product teams, researchers, and data annotators create efficient training data workflows through its filter &search, auto-labeling AI, and ML Ops integration solutions.