Dori (company)

Dori is a company that has developed a machine learning platform for developing hybrid computer vision applications. The company was founded in 2018 by Nitin Gupta, in San Francisco, California, United States. The company codes and prototypes using Python, R, and C++, and works Python packages such as NumPy, Scikit-Learn, and Matplotlib. Dori also works with machine learning frameworks like Tensorflow, Caffe, Theano, and MxNet, and tools like k-NN, Naive Bayes, SVM Decision Forests, CART, and CHAID. These development instruments are what Dori uses to model their machine learning platform.

Dori uses their platform to enable deep learning on devices that utilize artificial intelligence. The platform also allows for the use and monitoring of their machine learning algorithms on the devices. Dori's platform is available for specific optimized pre-trained models and custom models, tags each model and database, interfaces through SDK and API tools and dashboards, provides anomaly detection, and uses algorithms designed to protect data.

The platform enables users to capture visual data by connecting existing IP/CCTV camera feeds or video management systems. For customers who do not have any image capturing infrastructure in place, Dori's services team provides installation support services. The pre-trained deep learning models in Dori's visual AI engines can be configured to specific types of visual data and use cases. The platform also features pre-built dashboards and visualizations that give the user insight into return on investment data. It can be deployed on any edge, cloud, or on-premise infrastructure and integrated to existing systems or BI tools through extensible APIs.