Visual Intelligence
Transforming the way visual data is processed and consumed
Straive Data Platform
Deriving Insights from Images through Visual Intelligence
Visual Intelligence - Computer Vision Overview
Visual content has been growing at an unprecedented rate over the last decade.
Every minute, 404,444 hours of content are streamed by Netflix users, 500 hours of videos are uploaded to YouTube, 347,222 user stories are posted on Instagram, and 147,000 photos are uploaded on Facebook. All of this is just consumer-generated content. It does not include computer vision content generated by machines – drones, satellites, healthcare imaging systems, surveillance cameras, etc.
The global image recognition market size is expected to reach $109.4 billion by 2027 and grow at a CAGR of 18.8% from 2020 to 2027. The global video analytics market is expected to reach $4.1 billion million by 2025, registering a CAGR of 24.5% from 2020 to 2025.
According to another survey, the geospatial analytics solution and services market, which includes data integration, reporting, visualization, thematic mapping, spatial analysis, etc.,) is estimated to grow at a CAGR of 13.0% from 2021 to 2030.
The market is booming, and businesses can no longer ignore solutions like computer vision intelligence, PDF text recognition, and image recognition. However, some of the common challenges that companies face are:
- Low-quality videos and images recognition, including blurriness, skewing, and lack of contras
- The problem of fake and deep fake images and videos
- Storage and processing challenges
- Lack of accurate contextualization of machine-generated output
- Unavailability of training data sets
Why Straive’s Visual Intelligence Solutions?
We leverage computer vision and machine learning technology combined with our AI-enabled unstructured data solutions experience to transform how visual content is processed and consumed. Straive computer vision-led image recognition and video processing solutions have enabled clients to transform their business processes. Our solutions offer them the capability to extract information, recognize objects and entities, classify images, develop patterns, and identify gestures and faces/persons on an industrial scale through the Straive Data Platform (SDP). SDP adds depth to a geospatial analysis by performing geospatial processes such as classification, feature extraction, and change detection.
Key Benefits of our Visual Intelligence Solutions
Acquisition: Able to acquire high-quality datasets from diverse sources through web scraping from the public domain, connector to clients’ databases, SFTPs, or external API calls
Noise Removal and Enhancement: Removes noise and aberrations from images by leveraging statistical models to detect and compensate for blur, to improve focus, saturation, contrast, etc., which make standard AI models less effective
Image Recognition and Transformation: Standardizes formats and sizes of the images and videos, including compression and decompression
Data Labelling: Able to create high-velocity training data sets by leveraging the annotation engine to enable training and quick deployment of models
Object and PDF Text Recognition: Identifies specific objects, PDF texts, and patterns in the images and videos using AI models to convert unstructured visual content into structured datasets
The collection of source data can be automated and includes real-time monitoring of websites for any changes or new information. It extracts relevant texts and images, de-duplicates, structures, and normalizes the content as illustrated in the sampling process for extracting executive contacts from public sources. Our visual intelligence solution is entirely scalable and customizable to meet your business requirements.
Where Can You Use Straive’s Vision Intelligence Solutions?
Advertising Intelligence
Identifies logos, images, texts, products, and brands from advertisements across TV, digital, and print media
Insurance Damage Estimation
Estimates damages to rooftops, vehicles, warehouses, and buildings using drone images
Retail Markets
Develops an accurate view of SKUs on store shelves and identifies product placement and stockouts
Consumer Sentiment
Identifies actual consumer sentiment through facial and body language cues from consumer videos
Telematics and Urban Planning
Identifies signages, speed limits, road markings, streetlights, and road conditions using LIDAR image
Medical Image Analysis:
Detects diseases and anomalies such as tumors, cancerous cells in X-rays, CT scans, etc.
Straive’s visual intelligence solutions, enabled by the SDP, help enterprises by bringing a suite of data solutions to extract, enrich, and deliver data and actionable insights from images, videos, and audio files at scale. The visual intelligence solutions help to recognize objects embedded in images or videos, image tagging, facial recognition, and much more.
Our solutions leverage computer vision technologies to transform the way visual content is processed and consumed by enterprises. Straive’s solutions help recognize objects and entities, classify images, develop patterns, and identify gestures and faces/people.
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