camera_feed_detection.py

from imageai.Detection import VideoObjectDetection
import os
import cv2

execution_path = os.getcwd()

camera = cv2.VideoCapture(0)

detector = VideoObjectDetection()
detector.setModelTypeAsYOLOv3()
detector.setModelPath(os.path.join(execution_path , "yolo.h5")) # Download the model via this link https://github.com/OlafenwaMoses/ImageAI/releases/tag/1.0
detector.loadModel()

video_path = detector.detectObjectsFromVideo(camera_input=camera,
                                output_file_path=os.path.join(execution_path, "camera_detected_video")
                                , frames_per_second=1, log_progress=True, minimum_percentage_probability=30)
print(video_path)