English (United Kingdom)

https://curated-unify.zendy.io/wp-json/zendy-region/v1/featured_content/oa?rat=en

https://curated-unify.zendy.io/wp-json/zendy-region/v1/highlighted_journal/

Global: Zendy Plus annual

Presents the access of premium content as premium feature

Premium Content

Presents the keyphrase highlighting as premium feature

Keyphrase Highlighting

Presents the summarisation as premium feature

Summarisation

Insights

Presents the pdf analysis as premium feature

PDF Analysis

Presents the zaia usage as premium feature

ZAIA

Global: Zendy Plus monthly

Global: Zendy Tools annual

Global: Zendy Tools monthly

Global: Zendy Free Plan

The current approach to marking attendance in colleges is tedious and timeconsuming. I propose AttenFace, a standalone system to analyze, track and grantattendance in real time using face recognition. Using snapshots of class fromlive camera feed, the system identifies students and marks them as present in aclass based on their presence in multiple snapshots taken throughout the classduration. Face recognition for each class is performed independently and inparallel, ensuring that the system scales with number of concurrent classes.Further, the separation of the face recognition server from the back-end serverfor attendance calculation allows the face recognition module to be integratedwith existing attendance tracking software like Moodle. The face recognitionalgorithm runs at 10 minute intervals on classroom snapshots, significantlyreducing computation compared to direct processing of live camera feed. Thismethod also provides students the flexibility to leave class for a shortduration (such as for a phone call) without losing attendance for that class.Attendance is granted to a student if he remains in class for a number ofsnapshots above a certain threshold. The system is fully automatic and requiresno professor intervention or any form of manual attendance or even cameraset-up, since the back-end directly interfaces with in-class cameras. AttenFaceis a first-of-its-kind one-stop solution for face-recognition-enabledattendance in educational institutions that prevents proxy, handling allaspects from students checking attendance to professors deciding their ownattendance policy, to college administration enforcing default attendancerules.

AttenFace: A Real Time Attendance System using Face Recognition