Entwicklungsunternehmen für Computer Vision

Equip your business with “smart eyes” and harvest untapped insights from your video streams. We integrate computer vision to strengthen quality control, analyze behavior, automate workflows, and more — with superior accuracy to drive operations.

40+

computer vision projects delivered

35+

ML & computer vision developers

80%

Senior- und Mid-Level-Spezialisten

Equip your business with “smart eyes” and harvest untapped insights from your video streams. We integrate computer vision to strengthen quality control, analyze behavior, automate workflows, and more — with superior accuracy to drive operations.

40+

computer vision projects delivered

35+

ML & computer vision developers

80%

Senior- und Mid-Level-Spezialisten

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UIpath-Partner odoo_bereit_partner
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Databricks ISTQB-Gold-Partner
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Unsere Dienstleistungen im Bereich Computer Vision

  • Beratung zu Computer Vision
  • Implementierung von Computer Vision
  • Model training & fine-tuning
  • Synthetic data generation
  • ML development & deep learning
  • Edge AI & IoT vision
  • Cloud-basierte Lösungen
  • Data engineering & annotation
  • CV model maintenance & optimization

Beratung zu Computer Vision

Learn the optimal setups for integrating computer vision with expert IT-Beratung. Risks, limitations, and best-suited tech stacks all live inside a detailed, custom roadmap.

Drei Kollegen sitzen neben einem Laptop und diskutieren in einem modernen Arbeitsraum über ein Projekt.

Implementierung von Computer Vision

We apply computer vision tools in a way that complements and enhances your existing setup, so everything clicks and supports long-term business goals.

Automatisierte Workflow-Integration leitet Benutzerdaten sicher über Cloud-Plattformen für nahtlosen Zugriff und Zusammenarbeit

Model training & fine-tuning

Tell us your exact scenarios, and we’ll adapt models to suit. With large volumes of relevant training data, our models stay accurate in real-world conditions.

Intelligent system powering real-time business insights, automating pricing and product suggestions

Synthetic data generation

Overcome data scarcity concerns with AI-generated training data. We create realistic datasets for edge cases you can't capture in the real world.

Automatisierte Arbeitsabläufe verbinden Benutzer mit Dokumenten und Analysen und beschleunigen so die Genehmigung und Berichterstattung.

ML development & deep learning

We pair computer vision with ML algorithms, like deep learning, to detect patterns in visual data for object detection, segmentation, and pose estimation.

Analyst, der in einem Hightech-Betriebszentrum globale Daten und Netzaktivitäten in Echtzeit überprüft

Edge AI & IoT vision

Stay up-to-the-second with embedded CV for IoT systems powered by NVIDIA and Axelera AI. The result is streamlined defect detection, warehousing, ADAS, and more.

Warehouse robotics system verifies parcel dimensions and status using computer vision at sorting station

Hire computer vision developers at Innowise to deploy CV in clouds, enabling scalable processing and real-time analytics, while saving resources on computational power.

Cloud-natives Gateway zur Integration der Infrastruktur vor Ort in virtuelle Plattformen

Put your model in the best stead with full data prep cycles that cover acquisition, labeling, balancing, and versioning, giving you the very best production level stability.

Der Datentechniker interagiert mit einem visuellen Dashboard, um die Echtzeit-Datensynchronisation zwischen den Systemen zu orchestrieren.

CV model maintenance & optimization

To address computer vision model drift, we monitor performance, retrain models on new data, and optimize them to maintain accuracy long after deployment.

Der Datentechniker interagiert mit einem visuellen Dashboard, um die Echtzeit-Datensynchronisation zwischen den Systemen zu orchestrieren.

Beratung zu Computer Vision

Learn the optimal setups for integrating computer vision with expert IT-Beratung. Risks, limitations, and best-suited tech stacks all live inside a detailed, custom roadmap. Drei Kollegen sitzen neben einem Laptop und diskutieren in einem modernen Arbeitsraum über ein Projekt.

Implementierung von Computer Vision

We apply computer vision tools in a way that complements and enhances your existing setup, so everything clicks and supports long-term business goals. Automatisierte Workflow-Integration leitet Benutzerdaten sicher über Cloud-Plattformen für nahtlosen Zugriff und Zusammenarbeit

Model training & fine-tuning

Tell us your exact scenarios, and we’ll adapt models to suit. With large volumes of relevant training data, our models stay accurate in real-world conditions. Intelligent system powering real-time business insights, automating pricing and product suggestions

Synthetic data generation

Overcome data scarcity concerns with AI-generated training data. We create realistic datasets for edge cases you can't capture in the real world. Automatisierte Arbeitsabläufe verbinden Benutzer mit Dokumenten und Analysen und beschleunigen so die Genehmigung und Berichterstattung.

ML development & deep learning

We pair computer vision with ML algorithms, like deep learning, to detect patterns in visual data for object detection, segmentation, and pose estimation. Analyst, der in einem Hightech-Betriebszentrum globale Daten und Netzaktivitäten in Echtzeit überprüft

Edge AI & IoT vision

Stay up-to-the-second with embedded CV for IoT systems powered by NVIDIA and Axelera AI. The result is streamlined defect detection, warehousing, ADAS, and more. Warehouse robotics system verifies parcel dimensions and status using computer vision at sorting station

Cloud-basierte Lösungen

Hire computer vision developers at Innowise to deploy CV in clouds, enabling scalable processing and real-time analytics, while saving resources on computational power. Cloud-natives Gateway zur Integration der Infrastruktur vor Ort in virtuelle Plattformen

Data engineering & annotation

Put your model in the best stead with full data prep cycles that cover acquisition, labeling, balancing, and versioning, giving you the very best production level stability. Der Datentechniker interagiert mit einem visuellen Dashboard, um die Echtzeit-Datensynchronisation zwischen den Systemen zu orchestrieren.

CV model maintenance & optimization

To address computer vision model drift, we monitor performance, retrain models on new data, and optimize them to maintain accuracy long after deployment. Der Datentechniker interagiert mit einem visuellen Dashboard, um die Echtzeit-Datensynchronisation zwischen den Systemen zu orchestrieren.

Proven metrics for computer vision

Computer vision essentially gives machines a set of eyes, and the results are transformative for businesses across all industries. Here are some examples where CV has worked wonders.

up to 99%

accuracy in defect detection

Automatic search for micro-cracks, marking, or assembly errors on the conveyor belt that “sees” what humans miss.

20x

faster document processing

OCR/AICR enables instant recognition and extraction of data from invoices, delivery notes, and forms, eliminating manual entry.

30%

reduction in injuries

Real-time monitoring of PPE (helmets, vests) and control of “danger zones” in production or on construction sites.

+15%

retail optimization

Analysis of heat maps, customer paths, and queue lengths to optimize product placement and staff performance.

50%

reduction in acceptance time

Automatic recognition of numbers (cars, containers) and barcodes in the warehouse.

40%

reduction in damage assessment costs

Automatic analysis of damage photos (e.g., for insurance claims) to speed up payments.

Accelerate your computer vision initiative

Move from concept to production with a reliable engineering team that builds scalable CV solutions from the start.

Unsere kundenspezifischen Computer-Vision-Lösungen

Object detection & segmentation

We design CV systems to identify, differentiate, and track objects in real time. Our systems excel in traffic and inventory monitoring, surveillance, automated quality control (AQC), and other industry-specific applications.

Text & document recognition

We turn any text-containing images (scans, PDFs, photos) into structured data. Beyond basic OCR, we use AI/ML for touchless document processing, extracting required fields from invoices, waybills, or passports, ready to import into your ERP or CRM.

Image classification

We create solutions that categorize images based on content. Built around this, we implement medical imaging, product tagging, crop monitoring, and more, where recognition is critical.

Symbol

Face recognition & biometrics

Our engineers implement facial and biometrics-based recognition for identification and verification, enabling cardless access control and password-free authentication. Also, we implement highly accurate CCTV solutions with person verification.

Video analytics & tracking

Innowise-built systems can track objects across video streams. The system follows people or vehicles, “hands off” objects between cameras, and analyzes behavior over time. Use cases include in-store heatmaps, traffic counting, and queue length monitoring.

Behavior and motion analysis

By applying pattern recognition to movement and postures, we build advanced solutions for fitness assistance, physical therapy, VR and AR environments, as well as immersive virtual try-on experiences and safety control systems.

Computer vision software development services for industries

  • Fintech
  • Gesundheitswesen
  • Versicherung
  • Fertigung
  • Einzelhandel
  • Logistik
  • Landwirtschaft
  • Baugewerbe
  • Reisen
  • Immobilien
  • Bildungswesen
  • Robotik

Using computer vision for Fintech apps tangibly enhances customer service, security, and analytics. Applied to documents, biometrics, and collateral, video processing streamlines everyday fintech activities.

  • Stronger security with face ID and anomaly spotting
  • Faster onboarding with automated KYC and ID verification
  • More accurate insights through visual data analysis
Ein modernes Banken-Ökosystem, das Innovation und technologiegestützte Finanzdienstleistungen umfasst

With solutions that analyze image and video streams in real time, you’ll be able to improve diagnostics, patient care, and daily operations. Hire computer vision engineers at Innowise to design solutions with built-in protection of sensitive medical data, eliminating breaches.

  • X-rays, MRIs, & CT scans analysis
  • Real-time movement tracking, falls & distress detection
  • Automated paperwork, image classification, tools checks
Fachkräfte des Gesundheitswesens bei der Überprüfung neurologischer MRT-Ergebnisse auf einem Mehrfachbildschirm

Our custom computer vision development services are built to add accuracy, speed, and transparency to everyday insurance workflows. From claims automation to risk assessment, CV helps insurers reduce manual effort, prevent fraud, and improve customer experience across digital and physical channels.

  • Faster claims with automated damage assessment
  • Fraud prevention through identity and behavior verification
  • Better risk evaluation using image and video analytics
Digitale Versicherungsplattformen nutzen AI für Schadensfälle, Vertragsverwaltung und schnellen, sicheren Kundenservice

With computer vision on a factory floor, you ensure high precision monitoring of products, production lines, inventory, and workers. AI analysis unlocks equipment predictive maintenance and cuts bottlenecks.

  • Automated QC with defect & misalignment detection
  • Workplace hazards and compliance gaps detection
  • Assembly automation with robotics guidance
Automatisierte Montagelinie mit AI-gesteuerter Robotik für flexible, datengestützte Produktion und Qualitätskontrolle

Computer vision elevates in-store operations, strengthens loss prevention, and improves the overall shopping experience. Real-time stream analysis means lower risks for document, inspection, and efficiency management.

  • Automated shelf monitoring and product tagging
  • Heatmaps, footfall analytics, and customer behavior insights
  • Smart checkout, loss prevention, and in-store AR experiences
Verbraucher prüft Online-Angebote auf seinem Smartphone inmitten von rosa Einkaufstüten und einer städtischen Ladenkulisse

Automated cargo inspection reaches far higher precision when powered by computer vision. Apply the most advanced CV techs for driver assistance or autonomous delivery. For warehouses, unlock better loading and unloading based on object detection.

  • Product damages, mislabels, or missing items detection
  • Automate tolling & control with license plate recognition
  • Vehicles, drivers, & traffic flow tracking
Moderne Autobahn mit technikgestützter Fahrradbrücke unterstützt digitale Mobilität und Optimierung des Verkehrsflusses

With real-time computer vision monitoring, you can improve crop yields, reduce waste, and optimize entire farm management. From plant and animal monitoring to automated harvesting, it helps farmers operate efficiently and sustainably.

  • Healthier crops with timely diseases & pests detection
  • Optimize irrigation & fertilization with drone field analysis
  • Enhanced livestock productivity with monitoring & insights
IoT sensors and robots adjust lighting and watering in vertical farms for optimal plant growth

Computer vision brings real-time visibility to construction sites, reducing human error and strengthening overall safety. Automated video analytics monitors hazardous zones, compliance with PPE rules, and equipment movement, ensuring transparency and control across the site.

  • PPE and restricted-area violation detection
  • Perimeter monitoring with instant intrusion alerts
  • Automated vehicle entry/exit tracking and access control
Intelligente Baustelle nutzt digitale Zwillinge und vernetzte Drohnen für präzise Arbeitsablaufplanung

Computer vision enables real-time crowd and guest behavior analysis to optimize services at airports and hotels. Get additional guest insights to refine services, staffing, pricing, promotions, and more.

  • Check-in/out with facial recognition for faster verification
  • Personalized services & layouts with guest recognition
  • Real-time surveillance, anomaly detection, baggage screening
Vernetzte Reiseplattformen verbessern Reiseplanung, Buchung und Echtzeit-Erlebnis für Touristen

We help implement computer vision to simplify property valuation and management through automated inspections, deep insights, and security control. For tenants, it means a better life with smart ID and occupancy-based comfort adjustments.

  • Damages, wear, & anomalies in buildings and assets
  • Real-time entrance, area, & parking monitoring
  • Touchless access & adaptive comfort
Digitale Immobilienlösungen ermöglichen automatisierten Smart Home-Zugang, Fernverwaltung und sichere Transaktionen

Our computer vision solutions help enhance learning and streamline administrative processes. From classroom monitoring to personalized e-learning, it empowers schools and universities to elevate education quality and campus safety.

  • Student engagement analysis
  • Entrance monitoring, face ID access
  • Occupancy-based facility use optimization
Moderne Bildung verbindet traditionelles Lernen mit digitalen Werkzeugen zur Verfolgung und Verbesserung des Lernfortschritts

By empowering robots with a vision, we drive precise recognition and manipulation of parts and items, obstacle avoidance, and many other real-time applications. Our built-in computer vision helps robots interact with their environment safely and much more efficiently.

  • Quality inspection with high accuracy defect detection
  • Autonomous navigation with real-time map building (SLAM)
  • Advanced cobots for human–robot interaction
Intelligente Fertigung durch Automatisierung und Robotik für mehr Effizienz

Cutting-edge visual intelligence made affordable

Unser Tech-Stack

Deep-Learning-Frameworks:
  • TensorFlow
  • PyTorch
  • Keras
  • Caffe
  • ONNX Runtime
Module/Toolkits:
  • OpenCV (Open-Source-Bibliothek für Computer Vision)
  • Dlib
  • YOLO (You Only Look Once)
  • DINOv2
  • VLLMs
  • SAM (Segment Anything Model)
Leistungen
  • Amazon Rekognition
  • Google Cloud Vision API
  • Microsoft Azure Bildverarbeitung
  • IBM Watson Visuelle Erkennung
Hardware
  • Grafikprozessoren (GPU)
  • Tensorprozessoren (TPU)
  • Edge-KI-Beschleuniger
  • Digitale Signalprozessoren (DSP)
  • Axelera Metis AIPU
Artsiom Kozak

Gone are the days when we spent months for a simple app and enterprise CV dragged on for years. With speed on our side, the small things matter a whole lot more. We make computer vision practical for everyone, helping you lock in the right setup for every scenario.

Leiter des technischen Fachbereichs KI

Unser Prozess der Cloud-Entwicklung

Bewertung

Our team studies the business value and technical feasibility of each CV project through the lens of the client’s problem.

Auswertung

Innowise specialists review the client’s requirements to map out the project and determine the set of features for the solution.

Vorbereitung

The CV engineers compile a dataset of thematically relevant high-quality assets that they will use to train the AI model.

Entwicklung

Our engineers build a computer vision algorithm and a model to analyze and interpret data obtained from images.

Validierung

Unsere Experten verwenden die gesammelten Daten, um das Computer-Vision-Modell zu trainieren, und validieren anschließend die Ergebnisse, um die Parameter zu aktualisieren.

Implementierung

We implement the CV solution into software that augments everyday operations with superb object recognition and anomaly detection.

Tests

Our development team subjects the software to a series of manual and automated tests to validate its reliability and security.

Einsatz

Innowise experts deploy and configure software on the client's premises, seamlessly integrating it with their existing infrastructure.

Wartung

After the deployment, Innowise continues to maintain the computer vision software, quickly resolving issues should they appear.

Kundenschulung

The tech experts train the client's staff on using CV software and provide access to documentation with additional info on the system.

Optimierung

Our engineers continue to evaluate the software and AI model performance, improving response time and accuracy along the way.

Skalierung

We scale the solution to cover the clients’ growing business needs and supercharge it with new features to facilitate emerging workflows.

Why choose Innowise as a computer vision development company

Innowise unites hand-selected experts in all aspects of computer vision. We help pick the approach, train the model, develop, integrate, and enhance the full-fledged CV system, keeping your eyes wide open at every step. With our computer vision software development company, your solution stays up to date, both overall and in the details.

Wählen Sie Ihr Kooperationsmodell

Teamerweiterung

Augment your team with Innowise’s high-end experts in computer vision. We seamlessly integrate, rapidly onboard, and mentor your engineers if needed, so the project moves forward smoothly.

Anfrage

Hire dedicated computer vision developers

Connect Innowise computer vision squad while keeping full control over the process. We align with your workflows and act as partners, offering fresh perspectives to your solution.

Anfrage

Projektbasiertes Modell

Let us run your project end-to-end. You bring the concept, and our team will ensure its robust implementation with milestones, deliverables, and expectations agreed upfront.

Anfrage

Ballpark costs

PackageDeliverablesTime to deliverStarting cost
Proof of concept (POC)
  • Static data evaluation;
  • ML model trained and tested on your image/ video dataset;
  • Model feasibility assessment (e.g., “can the model detect a defect?”).
3–4 Wochen8 000 USD
Pilot (MVP)
  • Real-time prototype for a single stream (e.g., one camera; one process);
  • Configured data ingestion pipeline
  • Basic dashboard for alerts and analytics.
8-12 Wochen20 000 USD
Enterprise solution
  • Full-scale, fault-tolerant solution for X cameras/processes;
  • Edge-optimized setup (e.g., NVIDIA Jetson);
  • Deep integration with ERP/WMS/MES systems.
5+ monthsBy request

What does the final cost depend on

  • Number of video streams/ cameras and their specs (e.g., resolution, FPS, etc.)
  • Number and complexity of objects or actions to recognize
  • Accuracy and latency requirements 
  • Integration depth (e.g., API, ERP, ACS, and other systems)
  • Deployment model and hardware requirements
Meeting

Was unsere Kunden denken

Alle Erfahrungsberichte (51)
Marco Scarpa Technischer Produktmanager Beantech S.r.l
Beantech S.r.l

Es war eine sehr intensive und effektive Zusammenarbeit, alle Entwickler waren auf die Ziele fokussiert und über alle Technologien, die wir abdecken, vorbereitet.

  • Branche IT-Services
  • Teamgröße 6 Spezialisten
  • Dauer 22+ Monate
  • Leistungen IoT-Entwicklung
Wilman Vergara, MHI Gründer & CEO KNOSIS Health, LLC
KNOSIS Health, LLC

Ihr US-Direktor und der Projektmanager haben sehr schnell geantwortet oder Anfragen gestellt. Die Zeitverschiebung war eine Herausforderung, aber das wurde durch die Qualität ihrer Arbeit wettgemacht. Schnell, effizient und sehr professionell. Ich kann sie wärmstens empfehlen.

  • Branche Gesundheitswesen, Pharma, Lebenswissenschaften
  • Teamgröße 4 Spezialisten
  • Dauer 33+ Monate
  • Leistungen AR, Gesundheitswesen, Sport, Fitness
Dr. Felix Berthelmann Geschäftsführer Digital Science
Digital Science

Im Laufe der Jahre hat sich Innowise stets als langfristiger und zuverlässiger Partner erwiesen. Die Konsistenz und Qualität der erbrachten Dienstleistungen haben wesentlich zum Erfolg unserer gemeinsamen Initiativen beigetragen.

  • Branche Gesundheitswesen, Pharma, Lebenswissenschaften
  • Teamgröße 2 Spezialisten
  • Dauer 44 Monate
  • Leistungen Staff Augmentation, Personalaufstockung

Alle Erfahrungsberichte

Hören Sie direkt von unseren Kunden über ihre Erfahrungen und die Ergebnisse, die wir gemeinsam erzielt haben.

Alle Zeugnisse Link

FAQ

Yes. We work with clean datasets, messy real-world images, video streams, sensor data — whatever your case requires. We tune the pipeline to process all of it reliably.

We start by discovering the problem you’re actually trying to solve. This can lie in your workflows, constraints, budget, and success metrics. Then we design the model and architecture around that. You get early prototypes and can course-correct before anything gets too far.

Absolutely. We deploy wherever it makes the most sense for speed, cost, and reliability — cloud GPUs, on-prem servers, mobile devices, or edge hardware like Jetson. You choose the setup; we optimize for it.

We plug into what you already have. APIs, message brokers, ERP/CRM systems, data lakes — whatever powers your stack. Our team handles the integration so the CV solution becomes part of your workflow.

We follow secure development practices from day one: encrypted data flows, access controls, anonymization where needed, and regular security testing. Our systems are built with industry compliance in mind, so your data stays protected at every step.

Rufen Sie uns einfach an und erhalten Sie alle Antworten, die Sie brauchen.

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