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
Logo Discovery & Scoring System
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
Main walkthrough
Visual Evidence
Screenshots and supporting views
Logo Discovery Form
The main Django form where the user enters a company name and website URL for logo discovery.
Ranked Discovery Results
The system displays extracted logo candidates ranked by final heuristic score.
Top Logo Recommendation
The highest-scoring candidate is shown as the recommended company logo.
Candidate Comparison
Multiple logo candidates are displayed with image metadata and scoring information.
Discovery History
Previously submitted discovery requests are stored and can be reviewed later.
Saved Result Detail
A saved discovery request can be reopened with its ranked candidates and top recommendation.
Pipeline Architecture
The modular pipeline separates website retrieval, HTML parsing, image extraction, filtering, scoring, and ranking.
Pytest Test Suite
The project includes tests for pipeline components, service logic, views, and integration workflow.