Custom Computer Vision Development Services
Yalantis provides end-to-end computer vision engineering: From optical hardware design and embedded sensor fusion to cloud-native processing. We go beyond software to deploy low-latency visual intelligence for manufacturing, healthcare, and logistics.
Business Challenges Computer Vision Development Solves
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Manual inspection processes that cannot scale
Human QC creates bottlenecks and errors. Our computer vision development services automate visual tasks like weld seam inspection systems and line clearance verification, ensuring 100% accuracy at full production speed regardless of volume.
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Inability to extract structured data from documents
Manual entry slows down logistics. We implement OCR for Logistics Documents and complex form extraction. Our computer vision software development transforms unstructured visual data into actionable digital assets for WMS and ERP systems.
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Safety and compliance monitoring gaps
Our computer vision consultants implement compliance-first engineering. We deploy real-time monitoring for PPE usage and hazardous zones, adhering to IEC 62443 and ISO 13485 standards.
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High infrastructure costs and cloud latency
Sending video to the cloud induces lag. We specialize in Low-latency Edge Inference and On-device Machine Learning. By optimizing for NVIDIA Jetson Orin/Xavier and FPGA/ASIC vision acceleration, we ensure real-time performance without internet dependencies.
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Pre-trained models fail on domain-specific tasks
Generic models struggle with niche needs. As a specialized computer vision development company, we train custom models for specific use cases, such as tire tread analyzers or DPM code readers, to ensure high precision on your unique data.
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Future-Proof OT/IT Architecture
With open industrial standards like MQTT and OPC UA, we ensure your computer vision integration is scalable. You can add new edge AI vision nodes or integrate with updated ERP/MES systems without requiring a complete infrastructure overhaul.
Computer Vision Implementation Services
End-to-End Computer Vision Engineering
Optical Engineering & Custom Enclosure Design
Embedded Vision & Firmware Development
Custom Computer Vision Model Development
Computer Vision Consulting Services
Custom Computer Vision Software Development Services
End-to-End Computer Vision Engineering
A turnkey service bridging optical hardware and software. We deliver end-to-end solutions—from embedded sensor fusion and custom lighting to cloud-native processing . Our engineers ensure systems withstand harsh environments while integrating seamlessly with legacy industrial protocols like MQTT and OPC UA.
Key Service Deliverables:
- Hardware & Optical Design
Selection of industrial cameras (RGB, Thermal, 3D) and custom enclosure design in our Warsaw R&D Lab to guarantee data quality . - Firmware & Software
Writing low-level firmware for sensors and developing custom computer vision software logic for resilient video ingestion. - OT/IT Convergence
Direct integration with PLCs and SCADA systems, allowing visual insights to trigger physical actions without cloud latency .
Optical Engineering & Custom Enclosure Design
We design ruggedized hardware in our internal R&D Lab . Beyond selecting off-the-shelf cameras, we engineer custom PCBs and industrial enclosures to protect optics from dust, heat, and vibration, ensuring 99%+ accuracy before code is written.
Key Service Deliverables:
- Custom Enclosures
Design of IP-rated housings and PCBs for embedded vision systems . - Multi-Sensor Fusion
Integrating LiDAR + RGB or thermal sensors for advanced perception . - Sensor Calibration
Precise focal length and lighting adjustment to minimize software post-processing.
Embedded Vision & Firmware Development
We isolate software from firmware for maximum stability . Our team writes low-level firmware for sensors and optimizes edge AI vision models on NVIDIA Jetson or FPGA accelerators, ensuring low-latency inference without cloud dependencies.
Key Service Deliverables:
- Firmware Engineering
Custom driver development for direct hardware control . - Edge Optimization
Using TensorRT and OpenVINO for efficient on-device machine learning . - Real-Time Architecture
Designing for millisecond latency in safety-critical applications
Custom Computer Vision Model Development
We train proprietary models for high-intent tasks like Automated Optical Inspection (AOI) and Vision-Guided Robotics (VGR) . Using transfer learning and domain-specific datasets, we handle the full MLOps pipeline to outperform generic pre-trained models.
Key Service Deliverables:
- Reducing Human Error
Training models to spot microscopic flaws or surface scratches. - Niche Applications
Custom solutions for OCR for logistics or medical imaging. - Edge Case Validation
Rigorous testing against lighting variations and occlusions.
Computer Vision Consulting Services
Strategic advisory to de-risk your automation investment. We assess technical viability, define ROI, and select the optimal mix of optical hardware and inference models before full-scale development begins.
Key Service Deliverables:
- Feasibility & ROI Analysis
Validating technical achievability and projecting cost savings for computer vision automation. - Data Readiness Audit
Assessing existing datasets and defining annotation strategies for production-grade accuracy. - Technology Selection
Vendor-agnostic recommendations for cameras (Basler, FLIR) and edge compute (NVIDIA, Intel).
Custom Computer Vision Software Development Services
We provide custom computer vision software development services to train proprietary neural networks that outperform generic pre-trained models . We focus on high-intent engineering use cases like industrial automation and Automated Optical Inspection (AOI), handling the full MLOps pipeline .
Key Service Deliverables:
- Defect Detection & AOI
Specialized models for identifying microscopic flaws, surface scratches, and assembly errors with high precision . - Niche Applications
Custom architectures for OCR for logistics documents or Vision-Guided Robotics (VGR) using domain-specific datasets . - Model Validation
Rigorous stress testing against edge cases, lighting variations, and occlusions to ensure production reliability.
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End-to-End Computer Vision Engineering
A turnkey service bridging optical hardware and software. We deliver end-to-end solutions—from embedded sensor fusion and custom lighting to cloud-native processing . Our engineers ensure systems withstand harsh environments while integrating seamlessly with legacy industrial protocols like MQTT and OPC UA.
Key Service Deliverables:
- Hardware & Optical Design
Selection of industrial cameras (RGB, Thermal, 3D) and custom enclosure design in our Warsaw R&D Lab to guarantee data quality . - Firmware & Software
Writing low-level firmware for sensors and developing custom computer vision software logic for resilient video ingestion. - OT/IT Convergence
Direct integration with PLCs and SCADA systems, allowing visual insights to trigger physical actions without cloud latency .
- Hardware & Optical Design
-
Optical Engineering & Custom Enclosure Design
We design ruggedized hardware in our internal R&D Lab . Beyond selecting off-the-shelf cameras, we engineer custom PCBs and industrial enclosures to protect optics from dust, heat, and vibration, ensuring 99%+ accuracy before code is written.
Key Service Deliverables:
- Custom Enclosures
Design of IP-rated housings and PCBs for embedded vision systems . - Multi-Sensor Fusion
Integrating LiDAR + RGB or thermal sensors for advanced perception . - Sensor Calibration
Precise focal length and lighting adjustment to minimize software post-processing.
- Custom Enclosures
-
Embedded Vision & Firmware Development
We isolate software from firmware for maximum stability . Our team writes low-level firmware for sensors and optimizes edge AI vision models on NVIDIA Jetson or FPGA accelerators, ensuring low-latency inference without cloud dependencies.
Key Service Deliverables:
- Firmware Engineering
Custom driver development for direct hardware control . - Edge Optimization
Using TensorRT and OpenVINO for efficient on-device machine learning . - Real-Time Architecture
Designing for millisecond latency in safety-critical applications
- Firmware Engineering
-
Custom Computer Vision Model Development
We train proprietary models for high-intent tasks like Automated Optical Inspection (AOI) and Vision-Guided Robotics (VGR) . Using transfer learning and domain-specific datasets, we handle the full MLOps pipeline to outperform generic pre-trained models.
Key Service Deliverables:
- Reducing Human Error
Training models to spot microscopic flaws or surface scratches. - Niche Applications
Custom solutions for OCR for logistics or medical imaging. - Edge Case Validation
Rigorous testing against lighting variations and occlusions.
- Reducing Human Error
-
Computer Vision Consulting Services
Strategic advisory to de-risk your automation investment. We assess technical viability, define ROI, and select the optimal mix of optical hardware and inference models before full-scale development begins.
Key Service Deliverables:
- Feasibility & ROI Analysis
Validating technical achievability and projecting cost savings for computer vision automation. - Data Readiness Audit
Assessing existing datasets and defining annotation strategies for production-grade accuracy. - Technology Selection
Vendor-agnostic recommendations for cameras (Basler, FLIR) and edge compute (NVIDIA, Intel).
- Feasibility & ROI Analysis
-
Custom Computer Vision Software Development Services
We provide custom computer vision software development services to train proprietary neural networks that outperform generic pre-trained models . We focus on high-intent engineering use cases like industrial automation and Automated Optical Inspection (AOI), handling the full MLOps pipeline .
Key Service Deliverables:
- Defect Detection & AOI
Specialized models for identifying microscopic flaws, surface scratches, and assembly errors with high precision . - Niche Applications
Custom architectures for OCR for logistics documents or Vision-Guided Robotics (VGR) using domain-specific datasets . - Model Validation
Rigorous stress testing against edge cases, lighting variations, and occlusions to ensure production reliability.
- Defect Detection & AOI
Core Computer Vision Technologies & Capabilities
Computer Vision in Manufacturing
Automate quality control and safety. We deploy Automated Optical Inspection (AOI) and Vision-Guided Robotics (VGR) to increase throughput.
Computer Vision in Healthcare
We build ISO 13485 compliant software for medical imaging, surgery, and patient monitoring, ensuring data privacy and high-precision AI inference.
Computer Vision in Logistics
From OCR for logistics documents to automated dimensioning and damage detection, we utilize edge computer vision to process packages at speed without cloud latency.
Construction & Infrastructure Monitoring
Advanced computer vision for resource allocation & tracking, safety compliance monitoring, equipment utilization analysis, and inventory management.
Hazardous Environment Monitoring
We deploy Thermal Imaging Systems to detect heat anomalies and monitor PPE compliance in real-time, protecting workers in harsh environments.
Object Detection & Tracking
We utilize state-of-the-art architectures (YOLO, EfficientDet) for real-time detection. Applications include people counting, perimeter security, and inventory tracking.
Image Segmentation & Processing
Precise pixel-level analysis for medical and industrial imaging. We use computer vision to clean noisy data from thermal and low-light sensors effectively.
Facial Recognition & Biometrics
Secure, privacy-first identity management. We use liveness detection and encrypted embeddings for access control, strictly adhering to GDPR and HIPAA standards.
3D Vision & Depth Estimation
Enable robotic precision with Multi-sensor Fusion (LiDAR + RGB) and stereo vision. Our 3D vision solutions power autonomous navigation and bin-picking.
Yalantis Case Studies
Benefits of Computer Vision Development with Yalantis
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Achieve Production-Grade Accuracy
Move beyond generic APIs with custom computer vision solutions. We engineer high-precision software tailored to your specific environment, utilizing deep pattern analysis to identify subtle variations. Our advanced computer vision techniques ensure the 99% accuracy required to automate critical workflows, from dermatology AI to industrial anomaly detection.
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Deploy Real-Time Vision on Any Hardware
Run intelligence where you need it. Our computer vision technology is optimized for edge, cloud, or mobile environments. We ensure optimal performance on limited hardware, enabling process automation tools like drone inventory auditing and mobile asset trackers to function efficiently without internet dependency.
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Scale Visual Automation Cost-Effectively
Replace labor-intensive tasks to drive business growth. We help you optimize operations like dock turnaround timing through automation. This strategic approach significantly reduces operational costs, allowing you to scale production volume without a proportional increase in headcount or manual oversight.
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Maintain Performance with MLOps
Prevent accuracy decay with robust MLOps pipelines. Our consulting approach includes automated video analysis monitoring to ensure systems adapt to lighting changes or product variations. This guarantees your artificial intelligence models maintain reliability and high precision over time without constant manual intervention.
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Ensure Compliance in Regulated Industries
Meet strict standards with explainable AI. We deliver software that provides audit trails and bias testing, crucial for enhanced security in finance (including fraud detection) and manufacturing. Our systems rigorously enforce safety protocols, ensuring compliance in regulated sectors like healthcare and heavy industry.
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Bridge the Talent Gap with Knowledge Transfer
Accelerate deployment without hiring friction. Our expert computer vision developers provide comprehensive training and documentation. We help your internal team master emerging technologies, upskilling them to maintain solutions and build institutional expertise long after the initial development phase is complete.
Testimonials from our clients
The thing that has been unique in my experience working with Yalantis is that they aren’t a factory that you send over some requirements and they develop exactly to those requirements—whether good, bad, or indifferent—and then ship you back some products. It’s a much more interactive process, and the team at Yalantis, from the business analysts to developers, are very good at saying: “There might be a better way of doing this—why don’t you take a look at this?” They bring a really intelligent and dynamic approach to the engagement that you don’t get sometimes with other vendors.
“What fascinated me the most is how invested the Yalantis development team is, and how they often exceeded expectations in what we were trying to accomplish in terms of timeframes.”
“They have very good organization and project management expertise. We’re not just getting the developers, we’re getting a whole support structure. Also, Yalantis cares about their employee satisfaction. And with satisfied employees, we get much better output.”
“What triggered us was their remote collaboration practices as well as their experience in the IoT industry. Their strong technical experience helped us scale our platform and deliver great performance to our customers.”
“One of the biggest values they bring to the table is the way of thinking critically during the whole development process. They’re not just building software, they’re effectively solving your business problem.”
“Yalantis has been a great fit for us because of their experience, responsiveness, value, and time to market. From the very start, they’ve been able to staff an effective development team in no time and perform as expected.”
“Established development flows and good communication skills made collaboration with Yalantis very smooth. We appreciate their professionalism and dedication. If you are looking for a solid technical partner and a well-processed software outsourcing company for your project, I’d recommend Yalantis.”
“Working with Yalantis, you get their breadth of experience building hundreds of projects. Their expertise and knowledge were second to none. And that makes the difference between a good product and a great product.”
“With the product built by Yalantis, we have a lot of possibilities for growth. They elaborated a great user experience for our operators to work more efficiently and properly deal with troubleshooting. And the architecture of the product is scalable and ready for the future.”
IIoT Solutions Insights
How IoT is transforming the manufacturing industry
Discover how IoT in manufacturing makes processes more efficient and cost-effective through predictive maintenance, quality control, and inventory management.
How can IoT suppliers build industrial IoT software to attract new customers?
Learn the specifics of industrial IoT development to cover IoT vendors’ and their customers’ needs related to large-scale industrial IoT monitoring.
IIoT Data Management and Analytics for Manufacturers
Large manufacturers are gradually jumping to a data-driven operational strategy and utilizing IIoT devices. See how the industry wins by adopting industrial IoT data management.
FAQ
Do you build custom computer vision models or use pre-trained ones?
We start with transfer learning from established architectures when applicable, then fine-tune extensively. However, for specialized tasks where generic object recognition fails (rare pathologies or proprietary products) we engineer custom solutions from scratch. This ensures your unique data is handled correctly to achieve production-grade accuracy requirements on your specific operational conditions.
How do you ensure the accuracy and reliability of computer vision models?
Every project undergoes rigorous validation against held-out test datasets. We perform edge case analysis to identify systematic failures and implement advanced computer vision solutions like human-in-the-loop reviews. We also set up continuous monitoring to trigger retraining if accuracy drifts, which is critical for consistent anomaly detection in dynamic environments.
Can computer vision solutions work in real time or on edge devices?
Yes, we specialize in edge deployment through quantization and hardware-specific compilation. By optimizing computer vision technology for platforms like NVIDIA Jetson, we achieve 30-60 FPS with sub-100ms latency. This eliminates cloud dependencies and enables offline operation for applications requiring immediate responses.
What industries do you have experience with in computer vision?
We deliver solutions across manufacturing (quality control), healthcare (medical imaging), retail, and logistics, where we often implement optical character recognition (OCR). We also work in automotive (ADAS) and security sectors, focusing on adherence to strict safety protocols. Our team adapts to new domains through deep industry research and domain expert collaboration.
How do you handle data security and compliance in computer vision projects?
All projects follow frameworks like HIPAA, GDPR, and ISO 27001. We encrypt data in transit and at rest and implement role-based access. For video analysis involving biometrics, we design privacy-preserving architectures. This ensures that while we drive process automation, user data remains secure and compliant with global regulations.
Can you integrate computer vision into our existing software systems and workflows?
Yes, we design services as modular APIs (REST, gRPC) that integrate with ERP, MES, or CRM systems. Our computer vision developers build adapter layers for legacy systems and webhooks for event-driven workflows. We provide SDKs and documentation to ensure your team can consume vision capabilities seamlessly regardless of the technology stack.
Do you provide hardware recommendations and engineering for vision systems?
Yes, we offer end-to-end consulting that goes beyond software to include optical engineering and hardware selection. Whether you need standard cameras for basic monitoring or specialized sensors for microscopic anomaly detection, we help select the right lenses, lighting, and processors. We design custom solutions that pair the optimal physical setup with advanced computer vision software, ensuring the entire system functions cohesively in your specific operational environment.
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IoT advisor
How to get started with IoT development
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Get on a call with our Internet of Things product design experts.
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Tell us about your current challenges and ideas.
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We’ll prepare a detailed estimate and a business offer.
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