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rampal-punia / yolov8-streamlit-detection-tracking

Object detection and tracking algorithm implemented for Real-Time video streams and static images.
https://codingmantras-yolov8-streamlit-detection-tracking-app-njcqjg.streamlit.app/
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video displaying #2

Closed moahaimen closed 1 year ago

moahaimen commented 1 year ago

hi again sorry for bothering you

when choosing video from pc, it works but the detection is too slow, how to make the detection in real-time? thank you

rampal-punia commented 1 year ago

Hi, Generally the detection requires heavy computations with GPUs in the CUDA environment. It increases even more if the video frame width is more.

To make the detection in a real-time GPU accelerated environment is required.