项目作者: lihini223

项目描述 :
Simple Object Detection Model in Python
高级语言: Jupyter Notebook
项目地址: git://github.com/lihini223/Object-Detection-model.git
创建时间: 2021-07-06T08:45:19Z
项目社区:https://github.com/lihini223/Object-Detection-model

开源协议:

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Object-Detection-model

This is a simple object deetection program written in python which detect common objects in an image.

Libraries used : cv2 numpy cvlib PIL matplotlib


YOLOv3 model is used for this program to detect objects.


YOLO is a Real-time object detection model which is extremely fast and accurate


Documentation of YOLO: https://pjreddie.com/darknet/yolo/

How to run this project locally ?

Install required libraries

  1. pip install -r requirements.txt

How to run using jupytor notebook

Run the cells respectively one after another

How to run in the terminal

  1. python objectdetection.py

This program is written to read a one image at a time, if you need to play with different images, you are required to pass it to the program.

More on Objetc-Detection with OpenCV can found in below links


https://www.pyimagesearch.com/2018/11/12/yolo-object-detection-with-opencv/

Output :

Predicted image