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The Object Detector uses YOLOv3 model trained on COCO Dataset.In case you want to train the model on your own you need to have Darknet in your system.Darknet is a framework to train neural networks, it is open source and written in C/CUDA and serves as the basis for YOLO.
It is fast, easy to install, and supports CPU and GPU computation
Keep all the downloaded files in same working directory
Execute object_detector.py or object_detector_image.py from terminal or command line
Use following command line arguments:
--input:to input your image or video file to detect objects in it
--output:to save your output file after object detection by the model with same same format as of input.Prefer video file is saved as .avi
--display 0:if you don't want to see object detection in your input in real time