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.
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.
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.
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.
Cap closure inspection
Identify missing, misaligned, or damaged caps on bottles or containers. This ensures proper sealing and prevents leaks or contamination.
Dimension detection
Precisely measure product dimensions, ensuring consistency and adherence to specifications. This helps catch irregularities and potential packaging flaws.
Foreign object detection
Detect any foreign objects, like debris or insects, inside packaging during production. This safeguards product quality and consumer safety.
Product counting
Accurately count products on a conveyor belt or in a storage area, eliminating manual counting errors and streamlining inventory management.
Tamper detection
Identify signs of tampering on packaging, such as tears, punctures, or resealing marks. This helps prevent compromised products from reaching consumers.
Thermal seal inspection
Detect inconsistencies in heat seals on food packaging. This ensures proper sealing and extends product shelf life.
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:
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.
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:
Facial 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.
Sentiment 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.
Detect 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.
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.
Label 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.
Identify 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.
Computer vision is among the promising AI segments and we hold the expertise to extrapolate real-time data from images and videos.