scamming through net or offline by scamming you 

BEST PYTHON PROJECT FOR UNIVERSITY STUDENTS:SMART SIGNATURE DETECTION MACHINE

Now we use to listen signature scamming in bank and scammers withdraw all money through bypassing any method

So we should be careful . But scammers are more updated  and they always find anyway to bypass the security of banks and online security sites.

But, now a days AI, machine learning and deep learning are being spread out  and atomized the world. But, beside of automation we can use these study of automation to make a secure path to make clients of banks more secure and can stop these type of signature scamming.

For this we can take help of Python programming and deep neural network. Open cv library of python and image recognition system .

So, what is opencv in python?

OpenCV (Open source computer vision) is a library of programming functions mainly aimed at real-time computer vision. Originally developed by Intel, it was later supported by Willow Garage then Itseez (which was later acquired by Intel). ...OpenCV supports the deep learning frameworks TensorFlow, Torch/PyTorch and Caffe.

PROHECT:

THIS IS THE SMART SIGNATURE DETECTION MACHINE. IT IS BASED ON ARTIFICIAL INTELLIGENCE AND IT IS SMALL IOT OBJECT. IT CAN DETECT SIGNATURE ACCORDING THE DATABASE. FOR THIS, I MADE MY STRUCTURE IN 3D PRINTER AND I AM USING RASPBERRY PIE AND CAMERA MODULE V2-8.IT IS BASED ON  GOOGLE API AND TENSORFLOW. HERE MY LAPTOP IS WORKING AS SERVER AND THE RASPBERRY PIE IS AS CLIENT WHICH ARE CONNECTED IN THE SAME LAN CONNECTION. WHEN WE PUT ANY SAMPLE SIGNATURE UNDER THE CAMERA , IT CAPTURES THE IMAGE AND SENDS TO THE SERVER AND WHERE MY LAPTOP PROCESS THE IMAGE AS IMAGE RECOGNITION SYSTEM WORKS AND AFTER THAT IT CALCULATES THE ACCURACY AND SEND THE MESSAGE HOW CORRECT THE SAMPLE SIGNATURE WITH THE ORIGINAL SIGNATURE WHICH IS SAVED IN DATABASE.

IN FUTURE, IT WILL HELP US TO STOP SCAMMING WITH SIGNATURE AND IT WILL HELP US TO PROTECT BANK AND OTHER DETAILS WHICH ARE RELATED TO SIGNATURE.


ITEMS:

1. RASPBERRY PIE(10% DISCOUNT) : https://amzn.to/2B57n2J
2. CAMERA V2-8(5% DISCOUNT): https://amzn.to/2CISAuu
3. BOOKS(60% OFF): https://amzn.to/2HxZvMy