Object/Face Detection
Object detection is a computer vision and image processing that deals with detecting instances of semantics objects of certain class (such as humans, buildings, cats/dogs, or cars etc) in digital images and videos.We can use this technique where the authentication of the person is needed like when machine recoginze the person or the thing then it will authenticate you for the further process and in many more areas.
I have done detection on images using Python. It will detect that image for which you have trained the code.
Real Time Face Detection
It's a Simple and basic project on Machine Learning which I have done. A real time face recognization system is capable of identify or verifying a person from a vedio frame. To recognize the face in a frame, first you need to detect whether the face is present in the frame or not ? If it is present, mark it as a region of interest (ROI), extract the ROI and process it for facial recognization. We can use this technique in facial password in phones and electronic gadets etc. Here, I attach a screenshot of my output which shows a real time face detection using Python code.
House Price Prediction
House Price Prediction is an Intermediate Project on Machine Learning. House Price Prediction is a web model which predicted the price of the house which you want according to your choice using Machine Learning. I have trained my code in ML so that when we give features-
1. Number of rooms
2. SquareFoot area
3. Size of bathroom
4. Want parking area or not ?
5. Preferred area and many more options..
then it will predicted the price according to your choice.
Network Management
On Networking, I created a small and basic project which contains maximum concepts of Networking. In this project I created a Web server and a DNS Server for the same and host that DNS Server locally in my LAN then on this Web Server I created a mail server from where you can send mails. After creating mail server I applied DHCP server on the web server then I apply samba on the web server then give partitoning and quota on the same. After applying these features to the web server the most important thing firewall, I apply some firewall on the web server.
Pedistrian And Moving Cars Detection
I have done a project on Machine Learning on Detecting or analyse Moving cars and pedistrain on road. This technique (moving cars detection) can be used in automatic moving cars, so that when the automatic moving car detect any person on the road it will slow down its speed. Today we saw the use of moving cars example like on traffic signal if any vehicle breaks the rules then the camera detect the car number and send message to control office from where they detect the person and send notice to there house for fine.