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armansinghh/handwriting-crnn

49

Building end-to-end handwritten text recognition pipeline using CRNN architecture with PyTorch, OpenCV preprocessing, and optional Streamlit deployment

What's novel

Building end-to-end handwritten text recognition pipeline using CRNN architecture with PyTorch, OpenCV preprocessing, and optional Streamlit deployment

Score Breakdown

Innovation
2 (25%)
Craft
51 (35%)
Traction
14 (15%)
Scope
48 (25%)

Signal breakdown

Innovation

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

Craft

Ci+0
Tests+0
Polish+0
Releases+0
Has License+5
Code Quality+12
Readme Quality+15
Recent Activity+7
Structure Quality+5
Commit Consistency+2
Has Dependency Mgmt+5

Traction

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

Scope

Commits+5
Languages+3
Subsystems+5
Bloat Penalty+0
Completeness+7
Contributors+6
Authored Files+8
Readme Code Match+3
Architecture Depth+3
Implementation Depth+8

Evidence

Commits

11

Contributors

2

Files

10

Active weeks

3

TestsCI/CDREADMELicenseContributing

Repository

Language

Python

Stars

2

Forks

1

License

MIT