Hand Gesture Recognition

In this project i created a tool that can recogonize the english alphabets from A to Z.Here i used Mediapipe open source library to do the hand detection,hand tracking and hand classification.It has many pretrained models are there,i used hand detection module,hand landmark module & hand classifier.

Number Plate Classification and Extraction

In this project we have to classify the type of vehicles like private, taxi, rented, military and electrical, second part we have to do the extraction of number plate. i used custom dataset, used Yolo for training , Easy OCR used for extraction part.

Car Price Prediction

Here i used Multi variate regression algorithm, we have many features with one targeted column, these features are help us to find our target - selling price.its a regression problem,so the output will be a continous number

background Removal

here i tried to remove original background and make a new background.

QRcode Detector

Tried QR detection to find whether its Authorised or Un-Authorised, used Numpy,Opencv and Pyzbar.Pyzbar is responsible for decode the QRcode.

QRcode Detector

Tried QR detection to find whether its Authorised or Un-Authorised, used Numpy,Opencv and Pyzbar.Pyzbar is responsible for decode the QRcode.

Driver Drowsiness

The project includes direct working with the 68 facial landmark detector and also the face detector of the Dlib library. The 68 facial landmark detector is trained efficient detector which detects the points on the human face using which we determine whether the eyes are open or they are closed.

Pencil Sketcher

app provides a simple user interface where users can upload an image file. The image is then processed using the pencilsketch function, and both the original photo and the resulting pencil sketch are displayed in the app.