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object-detection-opencv

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YOLO Object detection with OpenCV and Python.

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# Object detection using deep learning with OpenCV and Python

OpenCV `dnn` module supports running inference on pre-trained deep learning models from popular frameworks like Caffe, Torch and TensorFlow.

When it comes to object detection, popular detection frameworks are
 * YOLO
 * SSD
 * Faster R-CNN
 
 Support for running YOLO/DarkNet has been added to OpenCV dnn module recently. 
 
 ## Dependencies
  * opencv
  * numpy
  
`pip install numpy opencv-python`

**Note: Compatability with Python 2.x is not officially tested.**

## YOLO (You Only Look Once)
 
 Download the pre-trained YOLO v3 weights file from this [link](https://pjreddie.com/media/files/yolov3.weights) and place it in the current directory or you can directly download to the current directory in terminal using
 
 `$ wget https://pjreddie.com/media/files/yolov3.weights`
 
 Provided all the files are in the current directory, below command will apply object detection on the input image `dog.jpg`.
 
 `$ python yolo_opencv.py --image dog.jpg --config yolov3.cfg --weights yolov3.weights --classes yolov3.txt`
 
 
 **Command format** 
 
 _$ python yolo_opencv.py --image /path/to/input/image --config /path/to/config/file --weights /path/to/weights/file --classes /path/to/classes/file_
 
 Checkout the [blog post](http://www.arunponnusamy.com/yolo-object-detection-opencv-python.html) to learn more.
 
 ### sample output :
 ![](https://raw.githubusercontent.com/arunponnusamy/object-detection-opencv/master/object-detection.jpg)
 
Checkout the object detection implementation available in [cvlib](http:cvlib.net) which enables detecting common objects in the context through a single function call `detect_common_objects()`.
 
 
 (_SSD and Faster R-CNN examples will be added soon_)

object-detection-opencv

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