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Tarkov-creates/deepface-emotion

22

๐ŸŽญ Detect emotions in real-time from your webcam using DeepFace and OpenCV for instant feedback on feelings like Happy, Sad, and Angry.

What's novel

๐ŸŽญ Detect emotions in real-time from your webcam using DeepFace and OpenCV for instant feedback on feelings like Happy, Sad, and Angry.

Code Analysis

2 files read ยท 2 rounds

A 40-line script that opens a webcam, calls DeepFace.analyze() on each frame, and prints the dominant emotion as a text overlay.

Strengths

It is a minimal, working proof-of-concept that demonstrates the DeepFace API in a straightforward loop. The code is readable and the intent is clear.

Weaknesses

The README describes a packaged desktop application with GUI, settings, and downloadable binaries that do not exist in the code. Error handling silently swallows all exceptions, and the 'requirements' file is prose rather than a valid pip file.

Score Breakdown

Innovation
2 (25%)
Craft
20 (35%)
Traction
11 (15%)
Scope
21 (25%)

Signal breakdown

Innovation

Not Fork+1
Code Novelty+0
Concept Novelty+0

Craft

Ci-3
Tests-5
Polish+0
Releases-2
Has License+0
Code Quality+5
Readme Quality+15
Recent Activity+7
Structure Quality+3
Commit Consistency+0
Has Dependency Mgmt+0

Traction

Forks+0
Stars+6
Hn Points+0
Watchers+3
Early Traction+0
Devto Reactions+0
Community Contribs+2

Scope

Commits+5
Languages+3
Subsystems+0
Bloat Penalty+0
Completeness+3
Contributors+6
Authored Files+4
Readme Code Match+3
Architecture Depth+3
Implementation Depth+8

Evidence

Commits

8

Contributors

2

Files

5

Active weeks

2

TestsCI/CDREADMELicenseContributing

Repository

Language

Python

Stars

1

Forks

0

License

โ€”