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BSc Project Report
BSc Motion-Based AI GIF Maker Final Year Project Report
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Abstract
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Table of Content
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01
Introduction
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02
Problem Statement
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03
Existing System
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04
Proposed System
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05
Objectives
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06
System Architecture
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07
Major Functional Modules
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08
Hardware Requirements
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09
Software Requirements
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10
Future Enhancement
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11
Conclusion
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12
References
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Abstract
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Table of Content
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01
Chapter 1 — Introduction
- 1.1 Background of the Project
- 1.2 Problem Statement
- 1.3 Objectives of the System
- 1.4 Scope of the Project
- 1.5 Existing System Overview
- 1.6 Proposed System Overview
- 1.7 Technologies Used
- 1.8 Overview
- 1.9 Limitations
- 1.10 Advantages
- 1.11 Disadvantages
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02
Chapter 2 — Literature Review / System Study
- 2.1 Introduction
- 2.2 Review of Similar Systems
- 2.3 Comparative Analysis
- 2.4 Software Development Models
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03
Chapter 3 — System Analysis
- 3.1 Introduction
- 3.2 Functional Requirements
- 3.3 Non-Functional Requirements
- 3.4 User Requirements
- 3.5 Feasibility Study
- 3.5.1 Technical Feasibility
- 3.5.2 Economic Feasibility
- 3.5.3 Operational Feasibility
- 3.6 System Architecture
- 3.7 Data Flow Diagram (Level 0)
- 3.8 Data Flow Diagram (Level 1)
- 3.9 Data Flow Diagram (Level 2)
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04
Chapter 4 — System Design
- 4.1 Introduction
- 4.2 Use Case Diagram
- 4.3 Class Diagram
- 4.4 Sequence Diagram
- 4.5 Activity Diagram
- 4.6 ER Diagram
- 4.7 Database Schema
- 4.8 Table Structures
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05
Chapter 5 — System Implementation
- 5.1 Introduction
- 5.2 Development Environment
- 5.3 Tools and Technologies Used
- 5.4 Hardware Requirements
- 5.5 Software Requirements
- 5.6 Module-wise Implementation
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06
Chapter 6 — Testing
- 6.1 Introduction
- 6.2 Testing Strategy
- 6.3 Unit Testing
- 6.4 Integration Testing
- 6.5 System Testing
- 6.6 Test Cases
- 6.7 Bug Reports
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07
Chapter 7 — Results and Discussion
- All screenshots
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08
Chapter 8 — Conclusion and Future Enhancements
- 8.1 Conclusion
- 8.2 Future Enhancements
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09
Chapter 9 — References
Project's Overview
Motion-Based AI GIF Studio is a MERN-inspired web application that allows users to turn still images into motion-triggered looping GIFs. The project includes a creator studio where users can upload JPEG or PNG images, isolate the subject using a demo matte separation method, preview a vertical hop/bounce animation, trigger motion through device movement or desktop simulation, and export the result as a looping GIF using GIF.js.
The system also includes an Admin Console for managing project manifests, viewing KPIs, checking recent GIF exports, managing featured projects, deleting project records, and viewing the user directory. The backend supports project persistence using MongoDB, Express.js APIs, file uploads through Multer, JWT-based admin authentication, and seeded demo data.
This project is suitable for B.Tech, M.Tech, BCA, MCA, BE, ME, BSc, and MSc students looking for a practical final year project, major project, or minor project based on image processing workflow, canvas animation, browser motion APIs, GIF generation, admin dashboard, and REST API development. FileMakr can provide this project with source code, project report, documentation, and setup support for academic submission.
Login Credentials
Admin Login
| Role | Password | Notes | |
|---|---|---|---|
| Administrator | [email protected] |
Admin123! |
Use for /admin/login |
| Administrator | [email protected] |
Curator123! |
Full admin console access |
Standard User
| Role | Password | Notes | |
|---|---|---|---|
| Standard user | [email protected] |
Creator123! |
Cannot access admin dashboard |
Seed note:
The seed script deletes existing users matching these demo emails and recreates them with hashed passwords.
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- Secure admin login using email and password in this Final Year Project
- JWT-based admin session authentication
- Admin token stored in localStorage using
hopic-auth - Admin-only route protection for
/admin/** - Non-admin users are blocked from admin dashboard access
- Admin dashboard overview
- Executive KPI tiles
- View total project manifests
- View talent/user count
- View admin count
- View project status spread
- Throughput lens for project status counts
- Recent projects table
- View latest project manifests
- GIF manifests management
- Refresh project intelligence/list
- View project title
- View project slug
- View project status
- View GIF preview thumbnail
- View motion event count
- View GIF frame count
- View featured rail status
- Promote project to spotlight
- Remove project from spotlight
- Delete/retire project manifest
- Talent directory view
- View user avatar
- View display name
- View email
- View user role
- View last login date
- View active/suspended badge
- Control plane settings page
- View governance copy for Mongo URI and JWT hygiene
- View Motion API consent guidance
- View GIF.js sizing guidance
- Terminate secure admin session
In this in this Final Year Project, the main user-facing module is the Creator Studio.
- Public landing page
- Open Creator Studio from landing page
- Upload JPEG or PNG image
- Draw uploaded image onto internal source canvas
- Client-side image scaling
- Adjust isolation tolerance using slider
- Rebuild matte overlay
- Demo background separation using corner sampling and tolerance control
- Preview isolated subject
- Preview layered image composite
- Adjust hop altitude
- Simulate hop impulse on desktop
- Activate device motion telemetry on supported devices
- Pause device motion telemetry
- Request Device Motion permission where required
- Trigger bounce animation from motion spikes
- View live kinetic canvas
- Generate looping GIF
- Download looping GIF
- Archive GIF to studio manifests
- Upload GIF and optional PNG matte to backend
- Add caption for export naming
- View operational signal panel
- View telemetry state
- View routed motion events
- View export/status messages
- Use desktop fallback when device motion is unavailable
- MERN-inspired architecture in this Final Year Project
- React 18 frontend
- Vite development server
- React Router v6 routing
- Tailwind CSS responsive interface
- HTML5 Canvas for image compositing
- Canvas-based matte preview
- Frame capture for GIF generation
- Device Motion API support
- Desktop simulation for motion testing
- GIF.js browser-side GIF encoding
- Express.js backend API
- MongoDB database
- Mongoose ODM
- JWT authentication for admin sessions
- bcryptjs password hashing
- Multer multipart file upload
- nanoid-based short unique slugs and filenames
- CORS origin configuration
- Static upload serving from
/uploads - Featured exports carousel on landing page
- Project manifest persistence
- Public project publish API
- Admin project governance
- Seed script with demo users and 8 showcase project records
- Health check API
- Production build support
- Extension-ready architecture for better segmentation services
Step 1: Backend setup
Open the server folder:
cd server
npm install
Create server/.env with:
PORT=5050
MONGODB_URI=mongodb://127.0.0.1:27017/hopic
JWT_SECRET=your-long-random-secret
CLIENT_ORIGIN=http://localhost:5173
Seed demo data:
npm run seed
Start backend API:
npm run dev
Verify backend health:
http://localhost:5050/api/health
Expected response should show ok: true and mongo: true when MongoDB is connected.
Step 2: Frontend setup
Open the client folder:
cd client
npm install
Copy the GIF.js worker file after installing dependencies.
For macOS/Linux:
cp node_modules/gif.js/dist/gif.worker.js public/gif.worker.js
For Windows PowerShell:
Copy-Item -Force node_modules/gif.js/dist/gif.worker.js public/gif.worker.js
Start frontend:
npm run dev
Open the application:
http://localhost:5173
README Included
Setup Support Available
Admin Login
| Role | Password | Notes | |
|---|---|---|---|
| Administrator | [email protected] |
Admin123! |
Use for /admin/login |
| Administrator | [email protected] |
Curator123! |
Full admin console access |
Standard User
| Role | Password | Notes | |
|---|---|---|---|
| Standard user | [email protected] |
Creator123! |
Cannot access admin dashboard |
Seed note:
The seed script deletes existing users matching these demo emails and recreates them with hashed passwords.