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I finally built my open-source face anti-spoofing Model EasyShield – need your feedback ;)
r/SideProject
5/27/2025
SAAS TOOLS
| SaaS | URL | Category | Features/Notes |
|---|---|---|---|
| EasyShield | https://github.com/mahostar/EasyShield-Anti-Spoofing-AI-Model | Face Anti-Spoofing | Open-source AI model for detecting print and replay attacks, optimized for edge devices |
USER NEEDS
Pain Points:
- Need for practical face anti-spoofing solutions
- Difficulty detecting deepfakes and video screen replays
Problems to Solve:
- Preventing print and replay attacks on facial recognition systems
- Real-time detection of spoofing attempts
Potential Solutions:
- Open-source AI models for face anti-spoofing
- Integration with existing KYC systems
GROWTH FACTORS
Effective Strategies:
- Open-sourcing projects to build community and trust
- Providing detailed documentation and model weights
Marketing & Acquisition:
- Showcasing practical applications and real-world examples
- Engaging with potential users through GitHub and Reddit
Monetization & Product:
- Offering free open-source solutions to build market presence
- Potential monetization through enterprise licensing or premium features
User Engagement:
- Encouraging GitHub stars and community feedback
- Providing clear documentation and integration guides