OpenAgentSkill Registry Manifest
Skill: Defocus Deblurring Dual Pixel
Slug: abdullah-abuolaim-defocus-deblurring-dual-pixel
Category: robotics-iot
Description: Reference github repository for the paper "Defocus Deblurring Using Dual-Pixel Data". We introduce a deep neural network (DNN) architecture that uses the dual-pixel (DP) sub-aperture views to reduce defocus blur.

Agent fit:
- Decision: 40/100 Needs manual review
- Primary fit: Coding agents
- Role: Needs validation

Supply profile:
- Track: Coding and developer agents
- Scenario: Coding agents
- Applicable agents: Claude Code, CLI, Codex, Cursor, Python
- Maintenance: 4y since push
- Risk: Needs review

Trust:
- Trust score: 72/100 Strong shortlist
- Audit: 63/100 Needs review

Attribution:
- Status: Community indexed
- Source: GitHub star discovery
- Creator: Abdullah-Abuolaim
- Claim URL: https://www.openagentskill.com/skills/abdullah-abuolaim-defocus-deblurring-dual-pixel#claim-this-skill

Install:
npx skills add Abdullah-Abuolaim/defocus-deblurring-dual-pixel

URLs:
- Web: https://www.openagentskill.com/skills/abdullah-abuolaim-defocus-deblurring-dual-pixel
- API: https://www.openagentskill.com/api/agent/skills/abdullah-abuolaim-defocus-deblurring-dual-pixel
- Install API: https://www.openagentskill.com/api/skills/abdullah-abuolaim-defocus-deblurring-dual-pixel/install
- Repository: https://github.com/Abdullah-Abuolaim/defocus-deblurring-dual-pixel