https://insidebigdata.com/tag/synthetic-data/ Your Source for AI, Data Science, Deep Learning & Machine Learning Strategies Sat, 17 Jun 2023 00:33:15 +0000 en-US hourly 1 https://wordpress.org/?v=6.3.2 136462205 https://insidebigdata.com/2023/06/17/synthetic-data-the-cure-to-data-drift/ https://insidebigdata.com/2023/06/17/synthetic-data-the-cure-to-data-drift/#respond Sat, 17 Jun 2023 11:00:00 +0000 https://insidebigdata.com/?p=32673 In this contributed article, Steve Harris, CEO of Mindtech, discusses how data drift is a growing problem affecting almost two-thirds of organizations. Synthetic training data is becoming richer, more diverse, and closely aligned to real world data and has emerged as a solution to overcome the potential of data drift.]]> https://insidebigdata.com/2023/06/17/synthetic-data-the-cure-to-data-drift/feed/ 0 32673 https://insidebigdata.com/2023/06/09/usgif-releases-new-white-paper-the-evolving-role-of-synthetic-data-in-geoint-tradecraft/ https://insidebigdata.com/2023/06/09/usgif-releases-new-white-paper-the-evolving-role-of-synthetic-data-in-geoint-tradecraft/#respond Fri, 09 Jun 2023 19:05:00 +0000 https://insidebigdata.com/?p=32594 Recent advancements in AI have created many opportunities in the GEOINT field, not only by improving imagery analysis techniques, but also by creating synthetic training data for AI algorithms to work more efficiently and accurately. Prior to the innovation of synthetic training data, human inputs would be needed for training AI algorithms.]]> https://insidebigdata.com/2023/06/09/usgif-releases-new-white-paper-the-evolving-role-of-synthetic-data-in-geoint-tradecraft/feed/ 0 32594 https://insidebigdata.com/2023/06/09/how-synthetic-data-can-be-created-and-utilized-for-a-wide-range-of-use-cases-in-healthcare/ https://insidebigdata.com/2023/06/09/how-synthetic-data-can-be-created-and-utilized-for-a-wide-range-of-use-cases-in-healthcare/#respond Fri, 09 Jun 2023 14:00:00 +0000 https://insidebigdata.com/?p=32592 In this contributed article, Jonah Leshin, Head of Privacy Research at Datavant, discusses how we have seen a rapid increase in the digitization and standardization of health data. With this groundwork laid, more recently, there have been concerted efforts to connect siloed health data sources in support of more impactful use cases. Synthetic data serves as a powerful complementary tool for the analyses that these use cases require, bringing us closer to maximizing data utility within the healthcare ecosystem.]]> https://insidebigdata.com/2023/06/09/how-synthetic-data-can-be-created-and-utilized-for-a-wide-range-of-use-cases-in-healthcare/feed/ 0 32592 https://insidebigdata.com/2023/04/18/synthesis-ai-unveils-synthesis-labs-showcasing-generative-ai-high-res-text-to-3d-capabilities/ https://insidebigdata.com/2023/04/18/synthesis-ai-unveils-synthesis-labs-showcasing-generative-ai-high-res-text-to-3d-capabilities/#respond Tue, 18 Apr 2023 14:00:00 +0000 https://insidebigdata.com/?p=32141 Synthesis AI, a pioneer in synthetic data technologies, introduced Synthesis Labs, which showcases new generative AI capabilities that enable the development of text-to-3D technologies, with an initial focus on digital humans.]]> https://insidebigdata.com/2023/04/18/synthesis-ai-unveils-synthesis-labs-showcasing-generative-ai-high-res-text-to-3d-capabilities/feed/ 0 32141 https://insidebigdata.com/2022/11/01/synthesis-ai-expands-product-offerings-to-enable-the-development-of-advanced-human-centric-computer-vision-models/ https://insidebigdata.com/2022/11/01/synthesis-ai-expands-product-offerings-to-enable-the-development-of-advanced-human-centric-computer-vision-models/#respond Tue, 01 Nov 2022 20:21:56 +0000 https://insidebigdata.com/?p=30780 Synthesis AI, a pioneer in synthetic data technologies, released Synthesis Humans and Synthesis Scenarios, two new products that represent the broadest and deepest offerings of human-centric synthetic data. Through a proprietary combination of generative AI and cinematic CGI pipelines, the Synthesis platform can programmatically create vast amounts of perfectly labeled image data at orders of magnitude increased speed and reduced cost compared to current approaches.]]> https://insidebigdata.com/2022/11/01/synthesis-ai-expands-product-offerings-to-enable-the-development-of-advanced-human-centric-computer-vision-models/feed/ 0 30780 https://insidebigdata.com/2022/09/28/synthesized-solidifies-its-partnership-with-deutsche-bank-providing-high-quality-synthetic-data-for-ai-and-ml-testing-purposes/ https://insidebigdata.com/2022/09/28/synthesized-solidifies-its-partnership-with-deutsche-bank-providing-high-quality-synthetic-data-for-ai-and-ml-testing-purposes/#respond Wed, 28 Sep 2022 14:00:00 +0000 https://insidebigdata.com/?p=30471 Synthesized Ltd, a leading synthetic data generation platform, which provides engineering and data science teams a quick way to create and share trusted data through advanced machine learning and automation, announced that Deutsche Bank is investing in its next phase of growth and technology innovation development. ]]> https://insidebigdata.com/2022/09/28/synthesized-solidifies-its-partnership-with-deutsche-bank-providing-high-quality-synthetic-data-for-ai-and-ml-testing-purposes/feed/ 0 30471 https://insidebigdata.com/2022/04/20/synthetic-behavioral-data-for-analytics/ https://insidebigdata.com/2022/04/20/synthetic-behavioral-data-for-analytics/#respond Wed, 20 Apr 2022 13:00:00 +0000 https://insidebigdata.com/?p=29074 In this compelling white paper, "Synthetic Behavioral Data for Analytics," MOSTLY AI makes the case for Synthetic Behavioral Data. MOSTLY AI is the leading synthetic data company globally. Its platform enables enterprises across industries to unlock, share, fix and simulate data.]]> https://insidebigdata.com/2022/04/20/synthetic-behavioral-data-for-analytics/feed/ 0 29074 https://insidebigdata.com/2022/04/18/introducing-opensynthetics-the-community-hub-focused-on-synthetic-data-for-ai-development/ https://insidebigdata.com/2022/04/18/introducing-opensynthetics-the-community-hub-focused-on-synthetic-data-for-ai-development/#respond Mon, 18 Apr 2022 20:29:35 +0000 https://insidebigdata.com/?p=29087 OpenSynthetics, an open community for creating and using synthetic data in AI/ML and computer vision, was launched to practitioners, researchers, academics, and the wider industry. OpenSynthetics is a dedicated community focused on advancing synthetic data technology with centralized access to synthetic datasets, research, papers, and code.]]> https://insidebigdata.com/2022/04/18/introducing-opensynthetics-the-community-hub-focused-on-synthetic-data-for-ai-development/feed/ 0 29087 https://insidebigdata.com/white-paper/synthetic-behavioral-data-for-analytics/ https://insidebigdata.com/white-paper/synthetic-behavioral-data-for-analytics/#respond Thu, 14 Apr 2022 22:02:00 +0000 https://insidebigdata.com/?post_type=wpdmpro&p=29046 In this compelling white paper, "Synthetic Behavioral Data for Analytics," MOSTLY AI makes the case for Synthetic Behavioral Data. MOSTLY AI is the leading synthetic data company globally. Its platform enables enterprises across industries to unlock, share, fix and simulate data.]]> 0 29046 https://insidebigdata.com/2022/03/08/appen-invests-in-synthetic-data-business-mindtech/ https://insidebigdata.com/2022/03/08/appen-invests-in-synthetic-data-business-mindtech/#respond Tue, 08 Mar 2022 23:24:59 +0000 https://insidebigdata.com/?p=28673 Appen Limited, a leader in data for the AI Lifecycle, announced the investment in Mindtech, a synthetic data company specializing in the creation of high-quality training data for AI computer vision models. As part of the investment, Appen has formed a commercial partnership agreement with Mindtech.]]> https://insidebigdata.com/2022/03/08/appen-invests-in-synthetic-data-business-mindtech/feed/ 0 28673