ryanjay0/miles-deep
Deep Learning Porn Video Classifier/Editor with Caffe
- Repository: https://github.com/ryanjay0/miles-deep
- Commit:
c3918cb3dcd65eefd6012ffdb08315abf196501a - Generated: 2026-11-13T23:41:05+00:00
- Scorer 0.1.0, scoring prov-4+qual-2+sec-2, report schema v2
Scores
| Pillar | Score | Signal | Confidence | Coverage |
|---|---|---|---|---|
| AI provenance (estimated AI-generated share) | 0 | none-detected | 48% | 100% |
| Code quality | 46 | poor | 90% | 100% |
| Security | 82 | adequate | 85% | 100% |
AI provenance
No AI attribution or AI-consistent velocity signals detected.
- Explicitly attributed share (lower bound): 0.0%
- Unattributed share in AI-consistent velocity bursts: 0.0%
- Estimated AI-generated share: 0.0%
| Month | Lines added | Attributed to AI |
|---|---|---|
| 2016-11 | 1,274 | 0% |
AI provenance describes how code was produced; it is not a quality judgment. Unless attribution is explicit, these are signals consistent with AI generation, not proof. Squash/rebase workflows, imported code, and rewritten history reduce accuracy.
Code quality
Code quality is poor: test-to-source ratio 0.00, no CI test run detected; 43% of function code in complex or long functions; 3% duplicated lines. Weakest area: testing.
| Area | Score |
|---|---|
| Complexity (lizard) | 28 |
| Duplication | 81 |
| Code smells (Opengrep) | 100 |
| Tests and CI | 0 |
| Documentation | 65 |
| Type safety | n/a |
| Process (Scorecard review/maintenance) | n/a |
- Functions: 27; mean complexity 5.3, 90th percentile 14; 2 complex and 2 long functions
- Duplicated lines: 3.5% of 687 compared
- Tests: 0 test lines for 1,097 source lines (ratio 0.00); CI test commands: none detected; 0% of recent source commits also change tests
- Docs missing or thin: contributing, changelog
Most complex functions:
- main in miles-deep.cpp: complexity 37, 182 lines
- CutMovie in cut_movie.cpp: complexity 22, 121 lines
Security
Security posture is adequate: no high-impact findings. Weakest area: posture.
| Area | Score |
|---|---|
| Secrets (gitleaks, tree + history) | 100 |
| Static analysis (Opengrep) | 100 |
| Vulnerable dependencies (OSV) | n/a |
| CI workflows (zizmor) | n/a |
| Posture (policy, updates, signing, lockfiles) | 0 |
| OpenSSF Scorecard | n/a |
- Posture checks passed: lockfiles; missing: security policy, dependency updates, signed commits
Static signals only: the scorer never runs the project's code. Secret findings are pattern matches that were not verified, and secret values are never stored.
Distribution signals
- binary-release-asset: release v0.4 ships miles-deep-cpu.v0.4.tgz (3302 downloads)
- binary-release-asset: release v0.4 ships miles-deep-gpu.v0.4.tgz (2229 downloads)
- binary-release-asset: release v0.4 ships miles-deep-xxx.v0.4.tgz (3099 downloads)
- binary-release-asset: release v0.3 ships miles-deep-cpu.v0.3.tgz (83 downloads)
- binary-release-asset: release v0.3 ships miles-deep-gpu.v0.3.tgz (51 downloads)
Signals consistent with a repository that exists to distribute a download. They are heuristics, not a verdict; release files were not downloaded or inspected.
Repository profile
- Source lines: 1,097; test lines: 0
| Language | Lines |
|---|---|
| C++ | 1,097 |