AI-Video-Detection

Deepfake and manipulated video detection — a 10-week academic project comparing detection models.

Links

Google Drive folder: https://drive.google.com/drive/folders/1iD2lBPm-zB8x6PrBZRFfvWOGQkOXwx4r?usp=drive_link

Project 1 slides: https://docs.google.com/presentation/d/1j3rwMip1ntUX6QFJGsPpEAPUNxofB7W2/edit?usp=sharing&ouid=104927623345744943216&rtpof=true&sd=true

Project 2 slides: https://docs.google.com/presentation/d/1KdrAlb4Npl342EriMI3y6KL2Us3b6mHIqyuLe6Pl_7o/edit?usp=sharing

Project Idea

See PROJECT_IDEA.md for the full project description, goals, and evaluation plan.

Repo Navigation

Folder	Description
docs/models/	Model documentation (one folder per model)
docs/datasets/	Dataset evaluation and selection docs
docs/weekly-plan.md	10-week project plan with milestones
docs/meeting-notes/	Weekly meeting notes
docs/templates/	Templates for model notes and setup guides

Model Folders

• docs/models/xception/ — XceptionNet
• docs/models/efficientnet/ — EfficientNet
• docs/models/mesonet/ — MesoNet
• docs/models/aasist/ — AASIST (audio-based)

How the Team Works (Branches + PRs)

Branch Naming

Use the format: SCRUM-XX-short-description

Examples:

• SCRUM-10-xception
• SCRUM-11-mesonet
• SCRUM-12-efficientnet
• SCRUM-13-aasist

PR Flow

1. Create a branch from main
2. Fill in your documentation
3. Open a PR to main
4. Get review from a teammate
5. Merge

See CONTRIBUTING.md for the full git workflow and PR checklist.

Quick Start

# Clone the repo
git clone <repo-url>
cd AI-Video-Detection

# Create your branch
git checkout -b SCRUM-XX-your-topic

# Make changes, then commit
git add .
git commit -m "SCRUM-XX <message>"
git push -u origin SCRUM-XX-your-topic

# Open a PR on GitHub

Weekly Meeting

When: Mondays 10:00–10:30

Meeting notes are in docs/meeting-notes/.