IdeaCredIdeaCred

efeegrkm/SignatureNet-MLE-Siamese-Triplet-Signature-Verification-Database-System

50

SignatureNetDB is a deep-learning signature verification system using Siamese and Triplet networks. It includes a custom database that stores users, their multiple signature images, and averaged embedding vectors. The system supports user enrollment, signature lookup, identity verification, and model-switching between Siamese and Triplet backbones.

What's novel

SignatureNetDB is a deep-learning signature verification system using Siamese and Triplet networks. It includes a custom database that stores users, their multiple signature images, and averaged embedding vectors. The system supports user enrollment, signature lookup, identity verification, and model-switching between Siamese and Triplet backbones.

Score Breakdown

Innovation
3 (25%)
Craft
44 (35%)
Traction
6 (15%)
Scope
54 (25%)

Signal breakdown

Innovation

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

Craft

Ci-1
Tests+8
Polish+0
Releases+0
Has License+0
Code Quality+12
Readme Quality+15
Recent Activity+7
Structure Quality+5
Commit Consistency+4
Has Dependency Mgmt+5

Traction

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

Scope

Commits+7
Languages+3
Subsystems+13
Bloat Penalty+0
Completeness+6
Contributors+6
Authored Files+15
Readme Code Match+3
Architecture Depth+7
Implementation Depth+8

Evidence

Commits

39

Contributors

2

Files

23886

Active weeks

8

TestsCI/CDREADMELicenseContributing

Repository

Language

Python

Stars

1

Forks

0

License