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SHIKSHA

SHIKSHA

A Smart Classroom Management System

Created on 3rd October 2025

SHIKSHA

SHIKSHA

A Smart Classroom Management System

Description of your solution

  1. Automated Attendance: Fully Automatic Attendance from classroom footage using facial recognition to eliminate manual labour, save time and avoid proxies. The Classroom footage is taken from the CCTV or a single photo is clicked. Faces are recognised from the footage and checked with a pre defined directory containing images of each student of that class.

  2. Individual Student's Behaviour Tracking: Monitoring Classroom behaviour patterns of every student to ensure active participation, identify non-attentive students and recommending teachers to take the necessary action. Each student is monitored and his/her behaviours are tracked continuously during a class.

  3. Audio Analysis and Detecting Noisy Classrooms: Identifying noise percentage in classrooms to enable teachers and administrators to take necessary actions. Analysing extracted audio to track syllabus progress.

  4. Enhancing Safety: Detecting unauthorized entry of students from different classes or intruders, as well as fire and smoke to send immediate notifications to the authorities.

  5. Students’ Seating Pattern Detection: Detecting noisy or mischievous groups in the classroom helps teachers to conduct classes more effectively.

  6. Examination Monitoring and Evaluation: Automatic Invigilation during examinations without physical invigilators using CCTV. Using our behavior tracking model, student's behaviors are also tracked during examinations.

  7. Seat Arrangement Checking: The seating arrangement of the Examination Hall is checked with the predefined Seat Matrix to ensure that no students are swapping seats or pursuing unfair means.

  8. Efficient Resource Management: Monitoring usage pattern of Resources (e.g. projectors, computers) to determine usage time and automatically schedule maintenance.

  9. Data-Driven Insights: Generate graphical data and weekly reports of individual students' performance to assist teachers with assessments and evaluations. Additionally, include an AI-based chatbot to help students and address their learning gaps.

Tracks Applied (1)

Misinformation: Bring your own problem in Misinformation, leveraging Agentic AI.

Our system interprets, analyzes, and makes decisions about student behavior, performance, participation, and examination...Read More

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