Enterprise IT / AI

Synthetic Training Data - Images & Video

EXECUTION STRENGTHMARKET STRENGTHLEADERHIGHFLIEROUTPERFORMERCHALLENGER

What is Synthetic Training Data - Images & Video?

Companies here offer synthetic data platforms that generate hyper-realistic fake videos and images for training AI algorithms. Synthetic data is particularly useful in cases where real video and imaging data might be sparse or hard to obtain, e.g., training autonomous vehicles to navigate severe weather conditions.

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Leaders

Leaders are the most established service providers in the market and possess the breadth to address various customer needs.

See why these companies made it as leaders for Synthetic Training Data - Images & Video. These companies include Parallel Domain and Mindtech.

Parallel Domain logo
Parallel Domain

United States / Founded Year: 2017

Parallel Domain’s data generation platform allows the user to configure and generate high fidelity data through simple API requests. Through the company's work with the automotive industry’s perception, research, and simulation teams, it has developed a nuanced understanding of what makes for great synthetic data and simulation environments.

Key People

Kevin McNamara, James Grieve

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Mindtech

United Kingdom / Founded Year: 2017

Mindtech is the developer of an end-to-end synthetic data creation platform for the training of AI vision systems. The company’s Chameleon platform is a change in the way AI vision systems are trained, helping computers understand and predict human interactions in applications ranging across retail, smart home, healthcare, and smart city.

Known Partners

GIGABYTE

Key People

Hossein Yassaie, Andrei Grebin, Steve Harris, and 1 more

Highfliers

Highfliers are the most innovative service providers in the market and possess the resources to address evolving customer needs.

See why these companies made it as highfliers for Synthetic Training Data - Images & Video. These companies include Synthetaic.

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Synthetaic

United States / Founded Year: 2019

Synthetaic's software RAIC can analyze large unstructured multidimensional datasets, from normal photographs to satellite or aerial-based EO imagery and SAR.

Known Customers

AFWERX

Key People

Corey Jaskolski, Brian Goodwin

Outperformers

Outperformers are the most specialized service providers in the market and possess the expertise to address unique customer needs.

See why these companies made it as outperformers for Synthetic Training Data - Images & Video. These companies include DataGen Technologies and Rendered.ai.

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DataGen Technologies

Israel / Founded Year: 2018

DatGen Technologies is a data-as-a-service (DaaS) platform, creating customized, photorealistic, synthetic visual data to train neural networks. Has applications in virtual reality, augmented reality, drones, security, and autonomous vehicles.

Key People

Ofir Chakon, Toby Stein, Gil Elbaz

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Rendered.ai

United States

Rendered.ai offers a digital platform that aims to generate accurate, physics-based synthetic datasets for AI workflow and training.

Known Partners

Esri, NVIDIA, AWS

Key People

Nathan Kundtz

Challengers

Challengers are the most promising service providers in the market and possess the agility to address emerging customer needs.

See why these companies made it as challengers for Synthetic Training Data - Images & Video. These companies include AI.Reverie and OneView.

AI.Reverie logo
AI.Reverie

United States / Founded Year: 2016

AI.Reverie is a simulation platform that generates fully annotated, synthetic data to train computer vision algorithms at scale. Its platform is architected to procedurally generate highly photorealistic environments and objects.On October 12th, 2021, AI.Reverie was acquired by Facebook. Terms of the transaction were not disclosed.

Known Partners

Booz Allen Hamilton

Known Customers

U.S. Air Force

Key People

Daeil Kim, Paul Walborsky, Joey Tran, and 1 more

OneView logo
OneView

Israel / Founded Year: 2019

OneView is a platform for the acceleration of remote sensing imagery analytics in a scalable and cost-effective way. The platform creates virtual synthetic datasets to be used for machine learning algorithm training. OneView enables skipping the tedious process of collecting, tagging, and validating real images from drones, airborne, and satellites. The OneView platform is capable of generating datasets for any environment, object, and sensor.

Key People

Dor Herman, Omri Greenberg, Oren Katzir

Anyverse logo
Anyverse

Spain / Founded Year: 2018

Anyverse is a physics-based synthetic data generation platform and a custom solution for the advanced perception training of robotics, autonomous & smart systems.

Key People

Victor Gonzalez, Angel Tena

Sky Engine logo
Sky Engine

United Kingdom / Founded Year: 2018

SKY ENGINE AI Platform enables building customized AI models from scratch and training them in Virtual Reality. Its software allows creating a digital twin of a sensor, drone, or robot and putting them through testing and training in a virtual environment prior to real-world deployment.SKY ENGINE AI Synthetic Data Generation makes Data Scientist life easier providing perfectly balanced datasets for any Computer Vision applications: object detection & recognition, 3D positioning, pose estimation, and more incl. analysis of multi-sensor data i.e., Radars, Lidars, Satellite, X-rays, etc.

Key People

Jakub Pietrzak, Bartek Włodarczyk

Synthesis AI logo
Synthesis AI

United States / Founded Year: 2019

Synthesis AI data technology generates vast amounts of perfectly-labeled data enabling the development of more capable models across industries and use-cases. The company was founded in 2019 and is based in San Francisco, California.

Key People

Yashar Behzadi

What is Synthetic Training Data - Images & Video?

Companies here offer synthetic data platforms that generate hyper-realistic fake videos and images for training AI algorithms. Synthetic data is particularly useful in cases where real video and imaging data might be sparse or hard to obtain, e.g., training autonomous vehicles to navigate severe weather conditions.

Selling a product or service?
Reach more buyers.

Your future customers are researching their next tech solution on CB Insights. Make sure they can find you.

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