Computer Vision
Workflows using this tag
Hugging Face Summarize Then Translate · Hugging Face
Hugging Face Dataset Filter Rows · Hugging Face
Hugging Face Create Repository and Configure · Hugging Face
Hugging Face Chat Completion with Model Discovery · Hugging Face
Hugging Face Search and Inspect a Model · Hugging Face
Hugging Face Embeddings Pair · Hugging Face
Hugging Face Dataset Validate and Preview · Hugging Face
Hugging Face TGI Inspect and Generate · Hugging Face
Providers using this tag (355)
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Exemplar 5 Complete, well-documented, and agent-ready
Strong 19 Solid coverage with minor gaps
Developing 22 Usable, with meaningful gaps to close
Thin 42 Limited public surface area
AiCureCloudSightSegments.aiTransloadClarifaiCogniacVoxel513D LookCVATLightlyActionStreamerAnyImageDetectorAffectivaV7MatterPortCodeProjectOvershootLumanaFashion DiffusionLabelboxUnitary AIUnitlab AISeventh SenseLogMealEasyAR CRS APIAI HabitatAkridataFlashparkingHailoNianticUltraleapMarkableRekaUncovrParallel DomainHeuritechVisual LayerSightCallCloudMindsBodygramOostoAndium
Emerging 107 Early or largely undocumented
Deep SentinelTelekinesis.aiDisperseSuperAnnotateNetradyneRerunHealthy.ioEncordVISOMetropolis TechnologiesPreciserArvistNautoZippinCape AnalyticsUpcitiVeesionAmbarellaSea Machines RoboticsSeeChangeChuiIntenseyeAMPAworksRetrocausalSmartexNuminaAiFiDragoneyeGreyparrotInvisible AIDurantaAutomotusPerchPlus One RoboticsOnsiteIQChooch AIChoochintelligencetechnologiescoTennibotJaipur RoboticsFocal SystemsZeitviewNeuralaScanditCablesArtisightStriveworksKneronMokker.aiSenseTimeTechSeeDeepHowSmartDataComeHome.aiPicPurifyMeshcapadeAmbient.aiAugmentusClaim GeniusZeroEyesAI ClearingCrubEcorobotixAibeePerceptoBotikaHayden AIMetalenzSimbe RoboticsAirwaveIllumix4DReplayRetailNextNATIXLumafieldOSAROTaranisKITROWaymoMech-Mind RoboticsTerminal LogisticsMeituSafelyYouRexBright MachinesAmbi RoboticsSiteAwareActiv SurgicalCarbon RoboticsomniX labsDeepomaticMiso RoboticsOverviewRobcoBirdBuddyHelm.aiPhotomathTurbineOneSilk LabsPreciTasteShred VideoAMP RoboticsGregPrenavRecycleyeSiMaVerdant RoboticsMobileye
Minimal 157 Almost no public developer surface
FoodvisorDrover AIRealNetworksSecond Spectrum (Genius Sports)OverjetSenseiFlovision (formerly FloWaste)PearlGreen Eye TechnologyHexafarmsKimera TechnologiesiChaseGather AIOxipital AIEverestLabsNomagicCloudAStructureAssistIQ TechnologiesLumachainDirk Farin - Algorithmic Research e.K.Synthesis AIUrban MachineHumanising AutonomyDeci AIAkaraObvioOccipitalAdvex AIBlue Vision LabsFantasmoSportlogiqMashginPercipient.aiVeo RoboticsAI-Prime (Paidao Intelligence)CaperPhood SolutionsStyleSageTractableAIHuntersGOTCHA TechnologyDrishtiFaceptionIris AutomationmiimOctapulseProsperaVimaanStandard AICamera IQDeepvisionintelligenceimvisionEscher RealityFlutterGestoosGrokstylePlacemetertest.aiSmartMoreAiris LabsAvathonDetectFarmwiseReelData AISafari AiHakimoLaelaps AIAdaskyPanoCorticaAgadoLiveNanitDexoryPhotoneoKineticOptoscaleBlaizeUbiquity6SensemeshTogal.AImokSa AIPlumeraiSwingVisionNoteworthy AIVermeerClassif.ioxiaoyiSereactOpenSpaceProprio7Invensun TechnologyCron SystemsDeepnightDerqMagnificPopComTera-aiPath RoboticsEasel AIPhotocertLyteAgristBuildotsElementaryEVERSTEELThird Dimension AIBuyBuddyMecka AICaptain's EyeEfference AIBlue River TechnologyClearCamDoxelHosta a.i.BirdstopSight DiagnosticsConntourShotwellaiSiLCAxera TechAgZenHawk-Eye InnovationsOrchard RoboticsSUPAVideaHealthAqrose TechnologyCerrionOrbital InsightStats PerformLexiusAxionorbital SpaceSimplifai LabsCarevisionCoolantProtentElorian AIForge RoboticsAdvanced Metal ResearchbommingCalibrate VenturesDigital MortarEarendil RoboticsElement AIMaquoketa ResearchRudusSE3 LabsAdvanced Farm TechnologiesOFFAnkiBoxy (ex-Storelift)card.ioEmergent VR *PlacenotePrimesensePrism SkylabsRapid RoboticsVayar Vision
Unrated 3 Not yet scored
APIs with this tag (30)
Ranked by the provider's API Evangelist rating — the Kin Score is scored per provider, not per API, so every API of a provider shares its band. How the rating works →
Exemplar 4 Complete, well-documented, and agent-ready
Salesforce Einstein Platform Services APIThe Salesforce Einstein Platform Services API provides REST-based access to Salesforce AI capabilities incl...Microsoft Computer Vision APIAnalyze images and extract visual featuresOCI AI Vision APIServerless AI service for image analysis and document understanding, supporting object detection, image cla...Hugging Face Computer Vision APIImage classification, object detection, and segmentation tasks
Strong 3 Solid coverage with minor gaps
Roboflow MCP ServerRoboflow's hosted, remote Model Context Protocol server. Exposes 67 tools across agent chat, projects, imag...Azure AI Vision APIImage analysis, OCR, spatial analysis, and face detection capabilities.Ximilar APIThe Ximilar REST API at https://api.ximilar.com. One account token in an 'Authorization: Token' header unlo...
Developing 3 Usable, with meaningful gaps to close
Vuforia Engine Web APIThe Vuforia Engine Web API provides HTTPS REST access to cloud-based augmented reality capabilities includi...Spyne Unified APIThe Spyne Unified API accepts vehicle images and video (by SKU / VIN / stock number) and returns AI-transfo...Shutterstock Computer Vision APIThe computer_vision API from Shutterstock — 5 operation(s) for computer_vision.
Thin 10 Limited public surface area
Fashion Diffusion Public APIREST API for asynchronous AI fashion generation tasks. Authenticates with a single long-lived bearer API ke...EasyAR CRS Web Service APIREST/HTTP API for cloud image recognition: target management endpoints (/targets/, /target/, /grade/detecti...AI HabitatAI Habitat simulation framework for embodied AI research, including Habitat-Sim (high-performance 3D simula...Hailo Media Library ServiceThe Hailo Media Library is the C++ media and vision stack for the Hailo-15 AI vision processor. It exposes ...Markable Lens APIMarkable's visual search platform API. Index catalogs of products or styles, then search for visually simil...Cogniac Public APIMulti-tenant REST API for the Cogniac computer-vision platform (CloudCore): manage tenants, applications, s...FiftyOne SDK (Python)The open-source FiftyOne Python SDK is the primary interface for building and curating visual AI datasets -...Visual Layer Cloud APIREST API for dataset management, visual and semantic search, enrichment, export, saved views, snapshots, an...HARIX Robot Skill API (gRPC)The gRPC surface a HARIX skill application uses to drive a CloudMinds cloud robot and to consume HARIX clou...Bodygram Platform APIREST API to generate accurate body measurements and a 3D avatar from a person's stats, and (with two photos...
Emerging 7 Early or largely undocumented
Viso Now GraphQL APIAuthenticated Apollo GraphQL API backing the Viso Now agentic computer vision app. Anonymous access is deni...Claim Genius GeniusAPI SuiteThe GeniusAPI Suite is Claim Genius's REST integration layer over its AI vehicle-inspection products. Docum...AI-ris Computer VisionAI-ris (Artificial Intelligence Recognition and Identification System) ingests 4K imagery and processes it ...Taranis Crop IntelligenceLeaf-level crop intelligence delivered through the AcreForward platform using submillimeter aerial imagery ...Meitu AI Open PlatformWeb API (OpenAPI) exposing 100+ Meitu AI vision capabilities — image generation/editing, portrait beautific...Dragoneye APIThe Dragoneye API provides programmatic access to custom and prebuilt computer vision models for image and ...TorchVision APIComputer vision library for PyTorch with datasets, models, and transforms.
Minimal 3 Almost no public developer surface
Second Spectrum Tracking DataSkeletal and optical tracking data feed produced from in-venue computer vision systems for football and bas...Overjet Vision AI Image Analysis APIModeled surface for submitting dental radiographs (bitewing, periapical, panoramic, CBCT) to Overjet's FDA-...test.ai ClassifiergRPC service that classifies UI element screenshots into semantic labels. A single RPC, ClassifyElements, t...
Companies reaching this through an API (6)
These companies publish an API, specification or operation carrying “Computer Vision” but do not classify their business under it. Listed unranked and kept out of the count above, because one tagged operation is not a statement about what a company does.
Score breakdown
Frequency
65.8
log-scaled weighted occurrences
Breadth
4.6
spread across providers
Quality lift
18.4
mean composite of providers using it
Cohesion
8.1
strength of nearest seed neighbor
Where this tag sits
Related tags
Robotics 70 co-occurrences
Machine Learning 100 co-occurrences
Video Analytics 19 co-occurrences
Edge AI 19 co-occurrences
Physical Security 17 co-occurrences
Augmented Reality 17 co-occurrences
Industrial Automation 16 co-occurrences
Drones 16 co-occurrences
Where this tag comes from
Provider tag355
Api tag30
Openapi tag2
Openapi op tag4
Markets provisional
Kin Score markets whose measured providers carry this tag. Share is the fraction of the market's measured providers that carry it — it describes the market, not this tag.
| Market | Share of the market's providers |
|---|---|
| ONVIF Video Analytics (video surveillance, edge cameras, computer vision) | 76% |
Cohort brief
Auto-generatedThe 323 providers in the APIs.io catalog tagged Computer Vision, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.
Providers
323
of 355 in the catalog
Mean Kin Score
19.8
-4.3 vs catalog 24.1
Mean Agent Readiness
8.3
-5.8 vs catalog 14.1
Spread
0–77.9
median 12.8 · σ 17.4
How the 323 split by band
Exemplar 5Strong 19Developing 22Thin 42Emerging 106Minimal 129
Facet averages, against the whole catalog
| Facet | This cohort | Catalog | Difference | Scored |
|---|---|---|---|---|
| Discoverability | 57.4 | 59.1 | -1.7 | 323 |
| Access Clarity | 27.9 | 30 | -2.1 | 323 |
| Contract Governance | 6.7 | 9.7 | -3 | 323 |
| Developer Ergonomics | 21.2 | 24.5 | -3.3 | 323 |
| Operational Transparency | 9.6 | 13.2 | -3.6 | 323 |
| Contract Quality | 11.4 | 18.6 | -7.2 | 323 |
A facet is averaged over the members that carry it, not over the whole cohort — the “Scored” column is that count. Averaging an absent facet as zero would score our own coverage gaps as the providers’ posture.
What this cohort publishes
| Artifact | This cohort | Catalog | Difference |
|---|---|---|---|
| MCP server (any) | 12% | 18% | -6 |
| MCP server (first-party) | 9% | 16% | -7 |
| Agent Skills | 0% | 0% | 0 |
| OAuth scopes | 8% | 13% | -5 |
| Security | 98% | 99% | -1 |
| Arazzo workflows | 2% | 1% | +1 |
| Governance rules | 21% | 36% | -15 |
mcp_pct counts any mcp/ artifact including ones API Evangelist derived from the provider OpenAPI; mcp_first_party_pct counts only servers the provider publishes. Prefer the latter.
Top by Kin Score
- 1 Amazon Rekognition 77.9
- 2 Edge Impulse 71.5
- 3 Google Cloud Vision 70
- 4 Hugging Face 69.1
- 5 Rhombus Systems 67.4
- 6 Landing.ai 66
- 7 Pexafy 65.8
- 8 SewerAI 65.8
- 9 Roboflow 65.5
- 10 Hugging Face Transformers 65.4
Top by Agent Readiness
- 1 Rhombus Systems 65.8
- 2 VidMob 55.1
- 3 Pexafy 53.2
- 4 Nanonets 53
- 5 Roboflow 52.8
- 6 Kargo 50.9
- 7 Hugging Face Transformers 48.5
- 8 Perfect Corp 48
- 9 Eden AI 47.4
- 10 Meero 46.7
All 355 members of this roster resolve to a provider in the
catalog; 323 carry a score (91%).
The figures above describe the scored members only.
Coverage caveat. 305 of 323 scored members had under half their catalog-attributable points satisfied at all (catalog_earned / catalog_max < 0.5). They are INCLUDED in the mean above. A large share here means the cohort mean is partly a measurement of how far our enrichment reached, not only of how these providers publish.Generated from the catalog build of 14 November 2026, across 41591 providers, using the same computation served by the APIs.io cohort API. Briefs are published for rosters of 5 or more scored providers; below that a distribution is not meaningful.
Coverage caveat. 305 of 323 scored members had under half their catalog-attributable points satisfied at all (catalog_earned / catalog_max < 0.5). They are INCLUDED in the mean above. A large share here means the cohort mean is partly a measurement of how far our enrichment reached, not only of how these providers publish.Generated from the catalog build of 14 November 2026, across 41591 providers, using the same computation served by the APIs.io cohort API. Briefs are published for rosters of 5 or more scored providers; below that a distribution is not meaningful.
Work with this as data
Every tag here is available over the APIs.io API and to AI agents over MCP.