In the Hailo8 model zoo, yolov8n is listed with FPS(batch size=1) of 1036 frames. However, when compiling the Hailo8 C++ object detection example and running it with yolov8n on the provided video full ...

Abstract: Object detection has become crucial due to its extensive applications across various industries. However, the data used to train these models is often sensitive and proprietary, raising ...

Traffic monitoring plays a vital role in smart city infrastructure, road safety, and urban planning. Traditional detection systems, including earlier deep learning models, often struggle with ...

I am using the pertained models from https://github.com/GoogleCloudPlatform/tensorflow-object-detection-example and modifying the code from the ImageClasigierr example.