Skip to content

ROADMAP.md

Latest commit

 

History

History
149 lines (105 loc) · 5.06 KB

ROADMAP.md

File metadata and controls

149 lines (105 loc) · 5.06 KB

░▒▓ ROADMAP ▓▒░

                   _FaceLess-authenticator_

      An infographic-style roadmap for the FaceLess Windows authenticator

Project Overview

FaceLess-authenticator provides a privacy-first facial-recognition sign-in experience for Windows. It captures live video, extracts robust face embeddings, and authorizes users locally — removing passwords for everyday workflows while keeping biometric data on-device.

Current Architecture (visual)

[WEB CAM] ---> 👁️ Real-Time Capture Module ---> 🧠 Recognition Core ---> ⚙️ Windows Integration (video + detection) (embeddings + matching) (OS auth bridge)

🎨 UI/UX (WPF/WinForms): Enrollment & status panels (guides users via prompts & progress bars)

-- Components (emoji + short visual block)

👁️ Real-Time Capture Module

• Captures video stream (OpenCV)
• Face detection (Haar / DNN / cascades)
• Preprocessing: alignment, cropping, lighting normalization
• Low-latency pipeline to forward frames to recognition core

🧠 Recognition Core

• Generates face embeddings (Dlib / deep models)
• Compares embeddings to local DB (cosine / Euclidean distance)
• Liveness checks and multi-pose aggregation for robustness
• Stores encrypted templates locally (DPAPI or encrypted file)

⚙️ Windows Integration Layer

• Hooks into login flow (WinAPI / Credential Provider)
• Sends secure auth decisions to OS
• Handles session unlocks and error fallback to password

🎨 UI/UX (WPF / WinForms)

• Enrollment wizard (5 pose capture guidance)
• Live camera preview with guidance overlays
• Audit / reenroll / remove identity controls

ASCII Roadmap Timeline

 [Now]
  │
  ├─ Deploy: Local prototype (OpenCV + Dlib) ✅
  │
  ├─ Stabilize: Liveness + multi-pose enrollment ✅
  │
  ├─ Harden: Encrypted templates + DPAPI ✅
  │
  └─ Next → Windows Hello Integration (see Future Updates) 🚀

🔮 FUTURE UPDATES — Major Highlight 🚀🔥

Windows Hello Integration

+ [Planned] Build a standalone Windows executable (.exe) that integrates with Windows Hello APIs
+ - Provide users with a downloadable installer for systems without native Hello support
+ - Implement a Credential Provider shim or companion service bridging FaceLess to WinAuth
+ - Ensure secure key/material handling and OS-compliant attestation where possible

Why this matters:

  • Extends biometric UX to more devices
  • Offers a drop-in Hello-like experience without requiring hardware vendor support
  • Improves adoption by matching platform expectations for security and UX

Design & Visuals

ASCII Logo (tiny):

    .----.  .----.  .----.  .----.
   /  .--.\/  .--.\/  .--.\/  .--.\
  |  |    ||  |    ||  |    ||  |  |
   \  '--'\  '--'\  '--'\  '--' /
    '----'  '----'  '----'  '----'

Tech badges:

OpenCV Dlib Windows

Architecture diagram (mermaid):

flowchart LR
  Webcam[Webcam] -->|frames| OpenCV[OpenCV: Detector]
  OpenCV -->|faces| Preprocess[Preprocessing]
  Preprocess -->|aligned| Dlib[Dlib: Recognition Core]
  Dlib -->|embeddings| DB[Encrypted DB]
  Dlib -->|decision| WinLayer[Windows Integration]
  WinLayer -->|unlock| Windows[Windows OS]
  UI[WPF/WinForms UI] -->|user flows| Preprocess
Loading

Tone & Engagement

FaceLess-authenticator is designed to be pragmatic and community-driven. The roadmap is intentionally iterative: deliver a secure local experience first, then expand platform integration.

We welcome feedback, ideas, and code contributions — issues, PRs, and discussions are all encouraged.

Contribute & follow:

Thank you — let’s make on-device face authentication simple, secure, and accessible. ✨

Visual Roadmap

If the ASCII infographic above isn't visually clear, view the official roadmap image below:

LockLess Roadmap

Tips:

  • For best quality, open the image in a browser tab.
  • If GitHub preview doesn't render the image, copy the link above and open it directly.