Best Image Recognition Software for Windows of 2025

InfiViz is a trusted retail visual intelligence partner for global CPG brands. By combining Image Recognition and AI, our platforms empower retail sales leaders and marketing teams with rich, detailed and accurate in-store execution insights to optimize retail execution, at scale and boost per-store sales by upto 4%. We have scaled 400,000 stores across 16+ countries. Top CPG brands like P&G, Nestle, ABinBev and ITC-India today use InfiViz to get precise SKU detection in both General and Modern trade stores, Empower field-force/salesmen/store owners with real-time insights and action plan to fix execution errors on the spot Get >95% accurate, actionable and real-time execution metrics to improve on-shelf SKU visibility, prevent Out-of-Stocks and monitor store compliances across 400K + stores.

SuperAnnotate is the best platform to build high-quality training datasets for NLP and computer vision. We enable machine learning teams to create highly accurate datasets and successful pipelines of ML faster with advanced tooling, QA, ML, and automation features, data curation and robust SDK, offline accessibility, and integrated annotation services. We have created a unified annotation environment by bringing together professional annotators and our annotation tool. This allows us to provide integrated software and services that will lead to better quality data and more efficient data processing.

By embedding vision capabilities into your apps, you can increase content discovery, automate text extract, analyze video in real-time, and create products that more people will use. Visual data processing can be used to identify content with objects and concepts. It can also generate image descriptions, extract text, and moderate content. It can also be used to understand people's movements in physical spaces. You don't need to have any machine learning skills.

Clarifai is a leading AI platform for modeling image, video, text and audio data at scale. Our platform combines computer vision, natural language processing and audio recognition as building blocks for building better, faster and stronger AI. We help enterprises and public sector organizations transform their data into actionable insights. Our technology is used across many industries including Defense, Retail, Manufacturing, Media and Entertainment, and more. We help our customers create innovative AI solutions for visual search, content moderation, aerial surveillance, visual inspection, intelligent document analysis, and more. Founded in 2013 by Matt Zeiler, Ph.D., Clarifai has been a market leader in computer vision AI since winning the top five places in image classification at the 2013 ImageNet Challenge. Clarifai is headquartered in Delaware

Buy quickly pointing out the redundancies, image recognition technology can save FMCG/ CPG manufacturers a tremendous amount of time . It allows the field reps to spend more time on sales and less time with tedious paperwork and analysis. It helps them create visual consistency between stores. Manufacturers become more agile in tracking performance and brand distribution. This allows them to meet customer demand in a time bound manner. It can also effectively monitor the freshness of products. It gives insights into how brands can improve product placement and make visual display more appealing and effective. In a nutshell, image recognition allows you to gather valuable data to optimize the merchandising layout on the shelves. In the larger context, it all comes down to perfect retail execution. Sterison’s intelligent retail execution solution, retailVision, not only gives you powerful image recognition technology to help you execute your planogram, but it also streamlines sales, merchandising, and marketing organizations. It’s engineered to maximize sales and efficiency by using intelligent, fine-tuned automation in every process of your business.

Imagga's API allows you to create the next generation image recognition applications. Our machine learning technology allows you to create intelligent apps. Automatically assign tags for your images. A powerful API for image analysis and discovery. Your application can enable product discovery. A powerful API to build visual search capabilities. Your applications can now unlock facial recognition. A powerful API for building facial recognition. Our image A.I. can be trained To organize your photos in your own categories. Automatically categorize all your image content. A powerful API for instant image classification. Automated moderation of adult image content based on state-of-the-art image recognition technology. Beautiful thumbnails automatically generated. Powerful API for content-aware clipping. Let colors add meaning to your product photos. A powerful API for color extraction.

Whether you want to sell more spare parts, support your parts desk and hotline team. or drive maintenance efficiency, Partium can help with that. Partium is a multi-modal AI-supported Enterprise Part Search. It makes it easy for your users in Maintenance and After sales & Service environments to find parts in spare parts portals, web shops, and maintenance systems. It allows technicians to search by image, text, filter, bill of materials, and tags. Hotline agents can confirm part search results and connect with the users. Partium also offers insights in your users' search behavior. Partium handles millions of spare part searches every month. Caterpillar, Parker, Liebherr, Deutsche Bahn, New Holland, The Home Depot, ENGEL, Wien Energie, and many other companies use Partium to provide not just a great search for their internal employees and customers, but a search that converts at higher rates because of relevancy, accuracy, and ease-of-use.

Anyline makes data capture simple, giving you the power to read, interpret and process visual information on mobile devices, websites and embedded cameras. Scan Barcodes, Passports, ID Documents, Utility Meters, License Plates, Serial Numbers, Tire DOT numbers, Documents and much more - in seconds!

We make it easy for you to add superhuman computer vision into your applications, devices, and processes to give yourself an unassailable competitive edge.

The integrated object- and image processing solution. LTU offers an integrated SaaS solution that is configurable and open to visual recognition. This web service offers a range of object and image processing capabilities, including matching, color palette search, and metadata search (coming soon). LTU provides a computer vision solution that works without Deep Learning. This is possible thanks to the creation a unique signature based on the visual characteristics of the object or image.

Digimizer is an intuitive and flexible image analysis software program that allows precise manual measurements, as well as automatic object detection using measurements of object characteristics. Images can be X-rays or micrographs. The supported file formats include JPG, GIF and TIFF. Images can be rotated or flipped. You can adjust the brightness and contrast of images. There are many filters that can be used.

From low quality or grainy video footage, identify faces, license plates, or create unclear content. Our Forensic video enhancement program can be used to create compelling evidence artifacts and video clips. Spotlight video and audio-redaction applications help to protect the identity of the innocent and comply with FOIA regulations. The MotionDSP product range includes industry-leading tools for advanced image processing, computer vision software, and government applications for public safety, security and government. We have helped customers extract crucial information from video since our original product launch more than 12 years ago. This includes law enforcement, military oil and gas, inspection services energy, transportation, and many other industries, such as the US Secret Service and NCIS.

You can unlock a new level in situational awareness by using exceptionally accurate face recognition and additional person- and face-based computer vision features. SAFR provides actionable insights that help to protect the safety and health of people all over the world.

EV Lib is an embedded vision software library that uses deep learning and AI. It includes functionalities for people and vehicles, object detection, identification tracking, 3D pose estimation, and vehicle and object tracking.

eCognition Designer is a powerful development environment that allows object-based image analysis. It is used in earth sciences for developing rule sets (or applications to eCognition Architect), for automatic analysis of remote sensing data. eCognition developer can be used for all common remote sensing tasks, such as feature extraction, change detection, vegetation mapping, and object recognition. The object-based approach allows for analysis of all data sources including satellite data, aerial photography, lidar radar, hyperspectral data, and satellite data. eCognition Developer provides a wide range of algorithms that can be used to analyze different aspects of image analysis. You can choose from many segmentation algorithms, such as quadtree, multiresolution, or chessboard.