Improve your business process efficiency with custom-built computer vision solutions
Softweb Solutions creates cutting-edge applications by integrating computer vision services with other systems such as ERP, POS, CCTV and diagnostic software to detect anomalies in production lines, analyze medical images and identify products and people on social media, among other possibilities. It can also be integrated with machine learning operations to build a wide range of enterprise applications and cloud services.
To meet the constraints of diverse industries, our team has designed artificial intelligence and computer vision-based applications with advanced components such as object classification, feature recognition, segmentation, pattern recognition, object detection, filtering and so on. We can assist you in achieving such prototypes using minimal resources and no additional hardware support.
Some of the business use cases of Computer Vision AI services
Computer vision in manufacturing
Images from cameras placed on the assembly line of 7 factories helped detect and prevent 112 component failures. No human skill/experience can match CV’s ability to achieve cent percent uptime, zero defect manufacturing and a consistent product line.
Produce flawless products
Ensure a safe working environment
Real-time optical character recognition
Equipment monitoring and predictive maintenance
Package counting
Ensure accurate package counting by utilizing automated counting systems. This eliminates manual counting and boosts accuracy and efficiency.
Verify proper closure of packet seals that prevents leakage or tampering, ensuring protection against contamination to maintain product freshness and quality.
Check the tampering, broken seal, or damage on the packaging that affects the product protection ability. This saves from wear and tear, misalignment, and contamination.
Categorize product packaging by their size, volume, and dimensions. Ensure compatibility with product requirements such as protection from environmental sustainability and impact.
Evaluate the strength and durability of thermal seal, resistance to environmental factor, and width and consistency. This ensures secure closure, product freshness, and quality.
Precisely measure product dimensions, ensuring consistency and adherence to specifications. This helps catch irregularities and potential packaging flaws.
Identify signs of tampering on packaging, such as tears, punctures, or resealing marks. This helps prevent compromised products from reaching consumers.
Computer vision in the medical field enables quick, accurate analysis of medical images, supporting diagnostics, and enhancing patient care. Machine vision in healthcare provides clinicians with data-driven insights, improving treatment efficiency and decision making. It helps in the following areas:
Automated diagnostics: Early disease detection from image patterns.
Surgical assistance: Precision support in robotic and image-guided surgeries.
Patient monitoring: Tracks vitals and movements for personalized care.
Constant monitoring and maintenance make the best use of remote assets. Factors like outside force, corrosion, operator error, weld defect and aging trigger leaks in water, petroleum and process plants’ pipelines. CV continuously tracks flow rate, pressure and temperature for leak detection.
Non-destructive testing and inspection
Automatic leak detection and alerts raise
Distinguish hazardous and non-hazardous spills
Extract potential effusion features and take preventive actions
Computer Vision for Quality Control in Electronics
Tired of manual inspections missing subtle defects on your PCBs? Stop hidden defects from hindering your production. Our AI-powered computer vision solutions meticulously inspect PCBs, ensuring consistent quality and maximizing yield. Computer vision with AI could really help you with:
Detect even the subtlest anomalies invisible to human inspectors
Automate visual inspections, Focus on high-value tasks
Data-driven optimization for recurring issues & improve
Seamless Integration of a scalable solutions to existing line.
Some of our computer vision consulting services include
Face recognitionFacial recognition services extend beyond security to enhance the user experience. Identify and authenticate a specific person by their facial features in an image or video. With our trained AI models and face detection service, we measure and calculate several facial representations to accurately confirm the identity of individuals.
Emotion recognitionSentiment analysis models analyze customer data from a variety of sources including social media, customer reviews, drone footage, mass media and data. They achieve a visual representation of customers’ opinions and sentiments about your brand, based on text data.
Video analyticsDetect and extract objects from video based on trained AI models. then classify each object to enable intelligent video analysis to empower users with granular search, smart alerting and comprehensive reporting.
Optical character recognition OCR services convert data into machine-editable text. It is the most-effective solution to capture data from printed or written text from a scanned document or image file. OCR ensures high-quality data conversion that is fast, accurate and efficient.
Image annotationLabel your images and take control of your training data while powering your computer vision apps with large data sets. Our image annotation services support image classification, object detection and recognition using tools like bounding box, polygon, polyline and key point annotation.
Object detectionIdentify multiple objects in an image and receive information about the location of the object in the image. Empower your enterprise-level apps with custom models that are capable of detecting individual objects in a given image along with their bounding box and label using our object detection service.
Cancer cell tissue detection using computer vision
The client is one of the forerunners in formulating a thorough understanding of chromosomal instability and its biological consequences into life-saving therapies. Softweb Solutions developed an innovative solution based on computer vision technology to deliver:
Improving security with computer vision for a facility management firm
A prominent US-based facility management company wanted to improve its operations by implementing a computer vision solution. Softweb Solutions offered computer vision solution. It included a network of cameras that were strategically placed throughout the facility, and it enabled real-time monitoring of the facility. This allowed the client to:
Track people and vehicles entering or leaving the premises
Take proactive measures to prevent security breaches and accidents
Improve operational efficiency
Save money by reducing the need for manual inspections
Leverage our custom-built computer vision solutions and services to optimize business insights.
Computer vision is among the promising AI segments and we hold the expertise to extrapolate real-time data from images and videos.
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Why choose us
Softweb Solutions has a vast experience in developing applications using computer vision technology to help their clients gain useful insights and improve business decision making. Our team of computer vision experts will help you select the right platform, develop applications, integrate cameras and improve process efficiency by embedding with other systems.