With PetuumOS, mounting and using existing AI and ML programs are as simple as drag-and-play actions via a graphical user interface. Building new programs on various computing infrastructures such as a data center, GPU cluster, or IoT is just as easy as standard programming on a universal virtual machine using popular existing programming languages.
Poseidon allows users to build new ML and DL models with cutting-edge designs that cannot be easily produced in other development languages. Poseidon also allows users to run and manage existing DL programs written for popular software (such as TensorFlow), or to create new ML and DL models using various development languages such as TensorFlow, Caffe, and especially DyNet – Petuum’s preferred DL language that natively supports the newest generation of dynamic DL models for natural language processing and video analysis.
PetuumMed offers medical practitioners second opinions for disease diagnosis and possible treatment recommendations, based on information available at the point of care. Our program helps improve the productivity of medical practitioners, by accurately extracting symptoms, diseases, drugs, and other key terms from the medical notes to aid the clinical workflows. PetuumMed can also effectively generate diagnoses from medical images such as chest x-rays to help detect diseases such as tuberculosis, with accuracy comparable to a trained medical professional offering a prompt second medical opinion.