Public GitHub adoption evidence
GitHub’s public dependency graph reports repositories that depend on Albumentations. A separate file-level scan finds repositories where retrieved code imports Albumentations and uses it locally.
Dated snapshot
Three public signals, with different strength
These are overlapping measures, not parts of one total. The labels describe exactly what each number can support.
40,684
GitHub-reported public dependents
Approximate · July 18, 2026 · GitHub’s package-specific dependency graph.
Inspect source3,491
Repositories with file-level direct-use evidence
A retrieved public file imports Albumentations and traces a local use of that import.
4,713
Repositories with import or dependency signals
A public scan found an exact import or package declaration; this is a broader, lower threshold.
3,218
Repositories classified by vertical
From 25,307 profiled public repositories; classification is multi-label.
How to read the count
Do not add these numbers together
GitHub reported 40,684 public dependents, while the crawler could enumerate 20,726 rows. The 19,958-repository gap is a platform coverage difference, not another adoption bucket.
What this evidence does not establish
- It does not prove a private, current, deployed, or production use.
- It does not identify a customer, endorsement, paid license, or license obligation.
- Static code evidence helps assess technical fit; licensing depends on deployment facts.
By vertical
Public GitHub evidence by workload
These are the verticals with positive public GitHub classification counts in this snapshot. A repository may belong to more than one vertical, so values are non-additive and are not a customer count.
Agriculture and foodUsed in 104 public GitHub reposView evidence Pexels
Autonomous mobilityUsed in 259 public GitHub reposView evidence Pexels
Documents and OCRUsed in 549 public GitHub reposView evidence Pexels
Drones and UAVsUsed in 98 public GitHub reposView evidence Pexels
Energy and utilitiesUsed in 23 public GitHub reposView evidence Pexels
Environment and conservationUsed in 48 public GitHub reposView evidence Pexels
Geospatial and Earth observationUsed in 542 public GitHub reposView evidence Pexels
Industrial and manufacturingUsed in 97 public GitHub reposView evidence Pexels
InfrastructureUsed in 19 public GitHub reposView evidence Pexels
Life sciencesUsed in 1,022 public GitHub reposView evidence Pexels
MaritimeUsed in 96 public GitHub reposView evidence Pexels
RoboticsUsed in 196 public GitHub reposView evidence Pexels
Security and biometricsUsed in 313 public GitHub reposView evidence Pexels
Medical imagingPart of life sciencesUsed in 960 public GitHub reposView evidence Pexels
Only verticals with positive public GitHub classification counts are shown. The photographs illustrate workloads; they are not repository evidence.
Evidence rules for this snapshot
- File-level direct use
- A retrieved file contains an Albumentations import and a traced local use of the imported module or symbol.
- Import or dependency signal
- Exact Albumentations Python import or package declaration found by a materialized scan or a stratified Sourcegraph query.
- Vertical classification
- Multi-label deterministic classification from public GitHub Topics, repository descriptions and names, curated manifest co-dependencies, and reduced README keyword evidence.
Snapshot generated July 20, 2026.