My name is Evgeniy Vasiliev, and the team of Dmitry, Vyacheslav and me took 2nd place in Rostelecom's case at the Digital Breakthrough hackathon, the regional tour of which took place in Nizhny Novgorod on September 13-14, and took a prize of 100 thousand rubles. After reviewing the solutions of all teams, an idea arose for this note with a loud title.
Case assignment: Development of a monitoring system for student behavior during the exam
. . , . , , .
, , . , - OpenVINO Open Model Zoo, , - -.
OpenVINO 2020 , , . , C++, Python, . , GitHub - OpenVINO, , . OpenVINO - REST API.
, - , OpenVINO (face-detection, pedestrian-detection-adas, emotions-recognition-retail, facial-landmarks-35-adas, head-pose-estimation-adas, open-closed-eye, gaze-estimation-adas, face-reidentification-retail), , , , , . , - .
8 , , , OpenVINO ( OpenCV, ). OpenVINO , , , .
, . , , , , , , , . , . , , - .
, . " " " , , " -. , Action Recognition Python Demo c action-recognition-0001-encoder + action-recognition-0001-decoder OpenVINO. kinetics-400, , , MVP , , , , , .
, , c - OpenVINO, , MVP, OpenVINO.