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Edgify
概述
公司介绍
通过在生成数据的边缘训练 AI 模型,人们可以对生成的整个数据进行训练,无需压缩或采样数据,以便将其轻松传输到云/服务器,并且无需对其进行匿名处理隐私原因。这种分散训练过程的能力,并通过这样做,允许对整个数据集进行训练,将为人工智能世界带来潜在的新水平的准确性。这些新的可获得的精度可以在某些垂直领域(零售、智能家居、制造)产生高额经济回报,并在其他领域(自动驾驶汽车、医疗)产生拯救生命的解决方案。
物联网解决方案
人工智能培训的根本转变。用于在边缘训练 DL 和 ML 的分布式但协作框架。我们允许来自任何行业的任何公司直接在他们自己的边缘设备上训练完整的深度学习和机器学习模型。达到接近完美的准确性,无需将任何数据传输到云端。
技术栈
Edgify的技术栈描绘了Edgify在分析与建模等物联网技术方面的实践。
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设备层
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边缘层
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云层
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应用层
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配套技术
技术能力:
无
弱
中等
强
同类供应商.
Supplier
FogHorn
FogHorn is a leading developer of “edge intelligence” software for industrial and commercial IoT applications. FogHorn’s software platform brings the power of Machine Learning and advanced analytics to the On-Premise edge environment enabling a new class of applications for advanced monitoring and diagnostics, asset performance optimization, operational intelligence and Predictive Maintenance use cases.
Supplier
DataRobot
DataRobot offers a Machine Learning platform for data scientists of all skill levels to build and deploy accurate predictive models in a fraction of the time it used to take. The technology addresses the critical shortage of data scientists by changing the speed and economics of predictive analytics.The DataRobot platform uses massively parallel processing to train and evaluate 1000's of models in R, Python, Spark MLlib, H2O and other open-source libraries. It searches through millions of possible combinations of algorithms, pre-processing steps, features, transformations, and tuning parameters to deliver the best models for your dataset and prediction target. The DataRobot platform evaluates hundreds of cutting-edge Machine Learning algorithms to discover, deploy, and customize the best Machine Learning models for every situation. It also delivers the most accurate insights at scale, providing the fastest path to Data Science success for organizations of all sizes. DataRobot was founded in June 2012 and is headquartered in Boston, Massachusetts, USA.