YOLO-Object-Detection

YOLO : Real-Time Object Detection

This repository implement a object detection application using YOLO model from darknet with dnn module of OpenCV

Download and Usage

$ git clone https://github.com/Taysssir/YOLO-Object-Detection.git
$ cd YOLO-Object-Detection
$ pip install -r requirements.txt

Download weights of the model into YOLO-Object-Detection/cfg/

wget https://pjreddie.com/media/files/yolov3.weights

• input image:

python object_detection_yolo.py --label=cfg/coco.names --cfg=cfg/yolov3.cfg --model=cfg/yolov3.weights --image=face1.jpg

• input video:

python object_detection_yolo.py --label=cfg/coco.names --cfg=cfg/yolov3-.cfg --model=cfg/yolov3.weights --video=Walk.mp4

• Webcam:

python object_detection_yolo.py --label=cfg/coco.names --cfg=cfg/yolov3.cfg --model=cfg/yolov3.weights