pablo-reyes8/outgrid-vision-transformer
65
Hybrid vision backbone: VOLO-style Outlook local mixing + MaxViT grid attention + MBConv. Two variants (front-only vs per-block Outlook), FP16 training CLI with CutMix, and reproducible CIFAR-100 64×64 benchmarks.
What's novel
Hybrid vision backbone: VOLO-style Outlook local mixing + MaxViT grid attention + MBConv. Two variants (front-only vs per-block Outlook), FP16 training CLI with CutMix, and reproducible CIFAR-100 64×64 benchmarks.
Score Breakdown
Innovation
4 (25%)
Craft
57 (35%)
Traction
6 (15%)
Scope
71 (25%)
Signal breakdown
Innovation
Not Fork+1
Code Novelty+0
Unique Niche+1
Concept Novelty+2
Craft
Ci-1
Tests+5
Polish+0
Releases+0
Has License+5
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+0
Scope
Commits+8
Languages+5
Subsystems+13
Bloat Penalty+0
Completeness+7
Contributors+5
Authored Files+15
Readme Code Match+3
Architecture Depth+7
Implementation Depth+8
Evidence
Commits
80
Contributors
1
Files
223
Active weeks
7
TestsCI/CDREADMELicenseContributing
Repository
Language
Python
Stars
1
Forks
0
License
MIT