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secondwebdjango

signature_validator_gabor

This repository contains my project on "Handwritten Signature Validation using GABOR Transform method". Few versions of a signature is first registered and stored in database. Then any signature is matched with a signature registered in the database.

signature_validatorui_ssim

Match an input signature with existing signatures in database, along with the target user name as input.

smart_attendance_system

This project is a preliminary part of an ongoing Industrial Employee Attendance Project at Fab Lab, Independent University Bangladesh. I used the simplest "face_recognition" API for python in order to recognize faces in front of the camera. Along with it, I created an Attendance project that will use the webcam to detect faces and record the attendance live in an excel sheet. I also incorporated "datetime" library for recording the real-time when attendances are listed. The project also ensures that there is no overlap of attendance because it keeps track of the existing attendance list whenever a face is recognized.

specific-person-detector

This repository contains my project to build specific person detectors from a video stream. Few further modification can also detect persons from a real-time video stream.

sqil_immitation_learning

In this piece of work, I have implemented Soft Quality Imitation Learning (SQIL) on Cartpole game environment. Now I'm trying to implement the algorithm on VizDoom Game Environment. It's still in progess.

vehicle_detect_count_from_lamp_post

vehicle_detection_from_dash_camera

This is a project built with Python3 to detect on-road vehicles from Dash cameras in cars. I have used Keras and TensorFlow as background. The algorithm I have used is YOLOv3.