Computer vision development
Revolutionize your business operations and customer experiences with Soin Media's full-cycle computer vision development services. Our deep expertise in image and face recognition, optical character recognition, video analytics, and other advanced technologies will enable you to reduce manual labor, improve decision-making, enhance security, and gain a competitive edge.
Computer vision development
Revolutionize your business operations and customer experiences with Soin Media's full-cycle computer vision development services. Our deep expertise in image and face recognition, optical character recognition, video analytics, and other advanced technologies will enable you to reduce manual labor, improve decision-making, enhance security, and gain a competitive edge.
Drive innovation with computer vision development services
Automate visual intelligence across your operations Soin Media's custom computer vision development services: our systems exceed human-level identification accuracy, fast-tracking your operational workflow. Grounded in complex deep learning frameworks, we specialize in automating the essential functions of parsing, analyzing, and sorting data from visual inputs, turning a data spectrum into practical insights.
Our computer vision application development services cater to a wide range of real-world use cases, from flaw detection on rapid assembly lines to guiding autonomous robots, from advancing medical image analysis to recognizing products and faces in the digital social landscape. Computer vision, as part of the broader Industry 4.0 framework, can bring the following benefits:
- 30-50% reductions in machine downtime
- 10-30% increases in throughput
- 15-30% improvements in labor productivity
- 85% more accurate forecasting
Our computer vision expertise: Tackling tasks with efficiency and accuracy
Image classification
We automate the categorization of images into predefined classes using deep learning, enhancing data organization and retrieval. This automation replaces inefficient manual processes, resulting in more accurate and streamlined operations.
Object recognition
Our precision in detecting specific items within images bolsters your inventory systems and quality control, leading to improved product recognition and operational accuracy.
Image segmentation
We segment images into meaningful parts, enabling sophisticated editing and object-based processing. This approach provides a granular visual data analysis essential for informed business decisions.
Face recognition
We employ facial biometrics for various applications, from security enhancements to personalized experiences, emphasizing quick and accurate processing essential for dynamic business environments.
Video analytics
Our real-time video stream analysis, including event detection and pattern recognition, equips you with automated alert systems, enhancing your business's proactive monitoring and analysis capabilities.
Pose estimation
We detect and track human or object keypoints in images or video, enabling systems to understand physical movement, posture, and orientation. By delivering reliable pose data even in cluttered environments, enterprises can build responsive, real-time systems that interpret motion precisely.
Our computer vision development services
Business analysis and CV implementation strategy
We delve deep into your business goals to align them with computer vision capabilities, pinpointing the right requirements, datasets, and models to drive your business forward effectively.
CV research and innovation
We consistently research and implement the latest AI, ML, and Data Science developments to ensure your business maintains a competitive edge through advanced visual recognition technologies.
CV system design and custom development
We design custom computer vision systems tailored to your needs and integrate them smoothly with your current infrastructure. As part of our custom computer vision software development services, our team will pinpoint the right use cases and refine prototypes, delivering production-grade computer vision systems to meet your business objective.
CV-specific data services
As a trusted computer vision development services company, we focus on acquiring and improving the required datasets to ensure the highest standard. With data collection, annotation, and augmentation services, as well as building synthetic datasets, we ensure that your computer vision models are built on datasets optimized for maximum precision and dependability in.
CV model optimization
Our enhancement services concentrate on boosting the efficiency of your computer vision models to their highest potential. We apply sophisticated methods such as tuning hyperparameters, compressing models, quantization, and employing ONNX to ensure compatibility. Our goal is to provide an optimized system with optimal performance, precision, and the ability to scale effectively.
Deployment and maintenance
During deployment, we integrate stringent MLOps protocols and AutoML strategies, and facilitate continuous integration/continuous delivery (CI/CD) pipelines. To maintain high accuracy and trust in production, we integrate human-in-the-loop workflows into every stage of computer vision deployment. In addition to cloud-based deployments, we design real-time and embedded computer vision solutions that run directly on edge devices, cameras, and industrial sensors.
How it works
1. Strategic discovery
Our process begins with an in-depth consultation to understand your business needs and challenges. During this phase, we gather key insights, business objectives, and how computer vision technology can be leveraged to meet those goals.
2. Project planning
Once we have established a clear understanding of your requirements, we move on to the planning stage. Here, we develop a comprehensive project roadmap, defining scope, timelines, resource allocation, and critical milestones.
3. Technical implementation
With a solid plan, we embark on the implementation phase. It involves developing and constructing the chosen computer vision services. Throughout this phase, we maintain open lines of communication, allowing for responsive adjustments to the project as it evolves.
