opencv-python使用基于caffe的训练模型处理视频流

最新推荐文章于 2022-07-25 11:33:32 发布

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最新推荐文章于 2022-07-25 11:33:32 发布 · 1.8k 阅读

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#caffe #图像识别

pre notice

to visit the orignal article, please click here A gentle guide to deep learning object detection
things need to be clarified: the cv2 version must be 3.3+, no metter python2 or python3, with the right cv2 version, this python script can run very well.

how to run the python script

python filter_object_detection.py --prototxt MobileNetSSD_deploy.prototxt --model MobileNetSSD_deploy.caffemodel

where can we download the caffe trained model files

model files what we need is MobileNetSSD_deploy.prototxt and MobileNetSSD_deploy.caffemodel, we can download them here caffe models link

python script

# coding=utf-8
# import the necessary packages
from imutils.video import VideoStream
from imutils.video import FPS
import numpy as np
import argparse
import imutils
import time