【深度学习】使用opencv在视频上添加文字和标记框

时间:2023-03-09 01:53:53
【深度学习】使用opencv在视频上添加文字和标记框

深度学习识别出视频的物体之后,需要在视频上画框标记出来。

接下来介绍如何使用python在视频上画框和文字

#!/usr/bin/env python
# -*- coding:utf-8 -*-
import cv2
video = "demo.mp4"
result_video = "demo-result.mp4"
#读取视频
cap = cv2.VideoCapture(video)
#获取视频帧率
fps_video = cap.get(cv2.CAP_PROP_FPS)
#设置写入视频的编码格式
fourcc = cv2.VideoWriter_fourcc(*"mp4v")
#获取视频宽度
frame_width = int(cap.get(cv2.CAP_PROP_FRAME_WIDTH))
#获取视频高度
frame_height = int(cap.get(cv2.CAP_PROP_FRAME_HEIGHT))
videoWriter = cv2.VideoWriter(result_video, fourcc, fps_video, (frame_width, frame_height))
frame_id = 0
while (cap.isOpened()):
ret, frame = cap.read()
if ret == True:
frame_id += 1
left_x_up = int(frame_width / frame_id)
left_y_up = int(frame_height / frame_id)
right_x_down = int(left_x_up + frame_width / 10)
right_y_down = int(left_y_up + frame_height / 10)
#文字坐标
word_x = left_x_up + 5
word_y = left_y_up + 25
cv2.rectangle(frame, (left_x_up, left_y_up), (right_x_down, right_y_down), (55,255,155), 5)
cv2.putText(frame, 'frame_%s' %frame_id, (word_x, word_y), cv2.FONT_HERSHEY_SIMPLEX, 1, (55,255,155), 2)
videoWriter.write(frame)
else:
videoWriter.release()
break

主要用到cv2的两个函数,cv2.rectangle(图像, (矩形左上角坐标), (矩形右下角坐标), (矩形颜色), 线条粗细)

cv2.rectangle(frame, (left_x_up, left_y_up), (right_x_down, right_y_down), (55,255,155), 5)

cv2.putText(图像, 要写入的内容, (文字坐标), 字体, 字号, (字体颜色), 字体粗细)

cv2.putText(frame, 'frame_%s' %frame_id, (word_x, word_y), cv2.FONT_HERSHEY_SIMPLEX, 1, (55,255,155), 2)