object detection in video opencv python
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certainly! below is an informative tutorial on object detection in videos using opencv in python. we'll go through the process step by step, including setting up opencv, loading a pre-trained model, and detecting objects in a video stream.
if you haven't installed opencv yet, you can do so via pip:
for object detection, we'll use a pre-trained model provided by opencv. one popular model is the mobilenet ssd (single shot multibox detector) model. you can download it using the following command:
let's now write the python code for object detection in a video stream.
this tutorial covers the basics of object detection in videos using opencv in python. you can further enhance this code by experimenting with different pre-trained models, adjusting confidence thresholds, or implementing more advanced post-processing techniques. happy coding!
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