We worked with the client to identify the best approach and tech stack. The state-of-the-art deep learning model and pipeline were explored to craft a future-proof solution.
HEALTHCARE
Realtime video processing AI for identifying the crucial moments and Clinical View of Safety in a surgical setting. Artificial Intelligence is enhanced and deployed on the computer on wheels (CoW) hardware to assist surgeons during the operation.
We worked with the client to identify the best approach and tech stack. The state-of-the-art deep learning model and pipeline were explored to craft a future-proof solution.
Utilized the fundamental knowledge of computer vision and machine learning pipeline architecture to apply it to a surgical use case.
The streaming pipeline supports variants of inputs and AI models to provide future-proof flexibility.
Achieved low-latency with high accuracy, one of the biggest challenges in practically applying AI.
Enabling real-time video processing AI for assisting laparoscopic cholecystectomy procedure on human patients.
We worked with the client to:
Design and develop the pipeline for the continuous real-time execution AI on the provided CoW hardware. We then measured the baseline performance.
Merge the pipeline with the deep learning models hosted on NVidia’s Triton Inference Server. The tuning and testing are supported to ensure that we satisfy the real-world usage requirements.
Dallas
15455 Dallas Pkwy, Ste 300
Addison, TX 75001
214.396.5390
Pittsburgh
181 42nd St.
Pittsburgh, PA 15201
San José
SIGMA Business Center
San José, San Pedro
Engineering Growth™
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