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This repository is a collection of Python scripts and Jupyter notebooks for understanding the performance improvement in image classification, object detection and instance segmentation with OpenVINO. It also contains reference implementations of dwell time analytics, ALPR and polyp detection.
Topics
computer-vision dlstreamer dwell-time-algorithm edge-ai edge-computing image-classification model-deployment model-optimization munkres-algorithm object-detection object-tracking openvino-toolkit person-reidentification polyp-detection reference-implementation vehicle-license-plate-recognition video-analytics yolov11 yolov8-detection yolov8-segmentation
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