LDSS Project Walkthrough
A walkthrough of the Logo Discovery & Scoring System, showing the discovery form, ranked logo candidates, discovery history, and the Django pipeline architecture.
Project Walkthrough
This page presents selected demo evidence for the project using screenshots and video. Security-sensitive systems are shown through walkthrough media rather than public login access.
Featured Demo
A walkthrough of the Logo Discovery & Scoring System, showing the discovery form, ranked logo candidates, discovery history, and the Django pipeline architecture.
Visual Evidence
The main Django form where the user enters a company name and website URL for logo discovery.
The system displays extracted logo candidates ranked by final heuristic score.
The highest-scoring candidate is shown as the recommended company logo.
Multiple logo candidates are displayed with image metadata and scoring information.
Previously submitted discovery requests are stored and can be reviewed later.
A saved discovery request can be reopened with its ranked candidates and top recommendation.
The modular pipeline separates website retrieval, HTML parsing, image extraction, filtering, scoring, and ranking.
The project includes tests for pipeline components, service logic, views, and integration workflow.