databricks-industry-pixels laigit-dot · PARTIAL
✅ Ingest and index DICOM image metadata (.dcm and from zip archives) ✅ Analyze DICOM image metadata with SQL and Machine Learning. ✅ View, segment, label DICOM Images with OHIF viewer integrated into Lakehouse Apps and Databricks security model. ✅ One button push to launch model training from OHIF viewer. ✅ NVIDIA's MONAI Integration, AI to automat
github.com/laigit-dot/databricks-industry-pixels · ★ 10 · Forks 1 · Size 386.7 MB
SUMMARY
Technologies 16
Scored 7
Observed 12
Practices 15
Evidence 38
Skips 12
COVERAGE
Analyzed 332 files · 500 commits · 370 API calls
Skips: BLOB_TOO_LARGE HISTORY_REFINEMENT_LIMIT
TECHNOLOGIES & DEPTH
FastAPI FRAMEWORK Depth 81
2 files · CONFIGURATION, PRODUCTION
HTTPX LIBRARY Depth —
0 files · config only
Next.js FRAMEWORK Depth —
1 files · CONFIGURATION
NumPy LIBRARY Depth 81
28 files · PRODUCTION, TEST
PostgreSQL DATABASE Depth —
1 files · PRODUCTION
Pydantic LIBRARY Depth —
0 files · config only
Redis CACHE Depth —
1 files · CONFIGURATION
Requests LIBRARY Depth 92
4 files · CONFIGURATION, PRODUCTION
Starlette FRAMEWORK Depth 81
2 files · CONFIGURATION, PRODUCTION
TypeScript LANGUAGE Depth —
8 files · CONFIGURATION, PRODUCTION
Uvicorn LIBRARY Depth 81
2 files · CONFIGURATION, PRODUCTION
debug LIBRARY Depth —
1 files · CONFIGURATION
pandas LIBRARY Depth 78
12 files · PRODUCTION
pytest TESTING Depth 74
6 files · PRODUCTION, TEST
python-dotenv LIBRARY Depth —
0 files · config only
typing_extensions LIBRARY Depth —
0 files · config only
PRACTICES
automated_tests · observedci_dependency_cache · absentci_format_check · absentci_lint · absentci_release_automation · observedci_runs_tests · absentci_security_scan · absentci_type_check · absentcontinuous_integration · observeddocumentation · observeddocumentation_source_ratio · observedmodule_test_ratio · observedrelease_automation · observedtest_source_ratio · observedtype_checking · observed
ACTIVITY & OWNERSHIP
First commit 2025-02-03
Last commit 2026-05-23
Active months 13
Commits 500