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.
Constant monitoring and maintenance make the best use of remote assets. Factors like outside force, corrosion, operator error, weld defects 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
Speed, accuracy and affordability are the limitations of radiologists and pathologists. With context knowledge, CV can exploit shape, texture, contour and prior clinical imaging data. That brings highly needed quantitative and qualitative information quickly, precisely and at a low cost.
Automate cell identification
Make diagnosis processes faster, better and cheaper
Computerized blood, urine, biopsy sample analysis and reporting
Computer vision in AI drones has a variety of purposes. From inspecting to monitoring, the use cases for computer vision in AI drones are numerous. Leverage ML algorithms to train drones to analyze data at the edge and run diagnostics. Some of the use cases of computer vision drones are:
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 processingLabel your images and take control of your training data while powering your computer vision apps with large data sets. Our image processing 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 objects where objects and where they were 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.
Softweb Solutions has 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 to select the right platform, develop applications, integrate cameras and improve process efficiency by embedding with other systems.