OpenCV series
OpenCV is a python library which is used in building real time application which are related to computer vision which is a growing plant in this field . OpenCV was originally developed by Intel for advancing CPU intensive application was later made available as an open source project. It has around 2500 optimized algorithms which can be used for many different purposes.
For basic documentation you could visit the given link below so you could have a look at some basics before moving onto the projects.
https://opencv-python-tutroals.readthedocs.io/en/latest/index.html
Main uses of openCV involve:
- Facial recognition system
- Emotions recognition
- Motion detection and tracking
- Ar
- Gestures recognition etc and they are not limited to these.
In my coming articles which will be related to this i will be explaining you three projects which you can make with the help of openCV and python.I have also mentioned the things which will be used in making those projects. Those projects are:
- Detect and aware
- Nexmo(for sending messages)
- OpenCV(for identifiying the birds)
- Python(for writing the code)
- Color checker
- Facial detection
Talking about each of the mentioned projects in brief.
Detect and aware is a project which will work as a virtual security guard for a farmer and would warn him if birds enter the farm.
Color checker is a project with the help of which our machine could predict if the particular color is present in a photo or live video. If the color will be present it will de-colorize or change the color of that section of the image according to the params which we will be passing into it.
Facial detection will be a project with the help of which we can detect the live video and label the person according to the pre-trained data which we have.
The articles could be posted in parts if the project need time in making.
Hope you will have fun working on these projects. If you have any doubts or suggestions then you could could post them down in the comments below.
Originally published at https://harshblog.xyz on May 5, 2020.
