Improve your business process efficiency by extracting real-time data from videos and images
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 custom computer vision apps 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.
How can our computer vision services help you?
Some of our computer vision consulting services include
Face recognitionFacial recognition services extend beyond security to enhance user experience. Identify and authenticate a specific person by their facial features from an image or video. Our trained AI models with face detection service measures and calculates several face representations to accurately confirm identity.
Emotion recognitionSentiment analysis models analyze customer data from a variety of sources including social media, customer reviews, drone footage, mass media and business data to achieve a visual representation of customers’ opinions and sentiments about your brand, based on text data.
Video AnalyticsDetect and extract objects in 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 translate data into an automatic 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 faster, 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 it was found in the image. Empower your enterprise-level apps with custom models that are capable of detecting individual objects in a given image along with its bounding box and label using our object detection service.
Some of the business use cases of Computer Vision AI services
Smart leak detection
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 supervises flow rate, pressure and temperature for leak detection.
- Non-destructive testing and inspection
- Automatic leak detection and alerts raise
- Distinguishes hazardous and non-hazardous spills
- Extract potential effusion features and take preventive actions
Intelligent diagnostic imaging
Speed, accuracy and affordability are radiologists’ / pathologists’ limitations. 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.
- Democratize microscopy
- Automate cell identification
- Make diagnosis processes faster, better, cheaper
- Computerized blood, urine, biopsy sample analysis and reporting
Computer vision in precision agriculture
Information on soil forming factors and weather conditions are critical for precision agriculture. Automating monotonous and time-consuming tasks is a boon to farming. CV automates extraction, analysis and understanding of such useful information and makes precision agriculture possible.
- Precise crop yield analysis
- Bring down agriculture-related costs
- Faster, accurate and low-cost sorting
- Image-based plant diseases and pests’ detection
