literatiselfpunishment625/Depixelization_poc

View on GitHub by @literatiselfpunishment625

🖼️ Recover plaintext from pixelized screenshots using this proof of concept, designed for images processed with a linear box filter.

What's novel

🖼️ Recover plaintext from pixelized screenshots using this proof of concept, designed for images processed with a linear box filter.

Code Analysis

0 files read · 4 rounds

A Python CLI tool that attempts to recover plaintext from pixelized images using custom image processing logic.

Strengths

Good separation of concerns with dedicated data classes for images and rectangles, plus utility tools for testing and visualization. The core algorithm file is substantial in size, suggesting real implementation depth.

Weaknesses

Significant discrepancy between README claims (GUI, OS binaries) and actual code (CLI-only Python scripts). No visible test files or dependency management configuration. Error handling likely minimal given the small helper file size.

Score Breakdown

Innovation

4 (25%)

Craft

46 (35%)

Traction

11 (15%)

Scope

50 (25%)

Signal breakdown

Innovation

Not Fork+1

Code Novelty+1

Concept Novelty+0

Craft

Ci-1

Tests-1

Polish+1

Releases+0

Has License+5

Code Quality+14

Readme Quality+15

Recent Activity+7

Structure Quality+4

Commit Consistency+2

Has Dependency Mgmt+0

Traction

Forks+0

Stars+6

Hn Points+0

Watchers+0

Early Traction+0

Devto Reactions+0

Community Contribs+5

Scope

Commits+3

Languages+3

Subsystems+10

Bloat Penalty+0

Completeness+6

Contributors+8

Authored Files+12

Readme Code Match+3

Architecture Depth+5

Implementation Depth+8

Evidence

Commits

Contributors

Files

Active weeks

TestsCI/CDREADMELicenseContributing

Repository

Language

Python

Stars

Forks

License

NOASSERTION