Best Image Recognition Software for Mac 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.

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.

Create the future of image recognition software using Imagga's API, which enhances intelligent applications through adaptable machine learning solutions. Our technology allows for the automatic tagging of images, facilitating a robust API for both image analysis and discovery. This capability significantly improves product visibility within your application, enabling advanced visual search functions. Additionally, you can integrate facial recognition features into your apps with our powerful API dedicated to face detection. Train our image AI to sort and organize your photos according to personalized categories, allowing for seamless automatic categorization of your image content. Experience instant image classification with our efficient API, along with automated moderation of adult content leveraging cutting-edge image recognition technology. Enhance your visual assets effortlessly by generating stunning thumbnails and utilizing our API for content-aware cropping. Lastly, infuse meaning into your product images through color extraction with our dynamic API, ensuring a vibrant presentation of your offerings. This comprehensive suite of tools empowers developers to transform how users interact with images in their applications.

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!

LTU provides a comprehensive solution for object and image processing that is tailored to meet the unique requirements of your business. Their integrated SaaS platform is both open and configurable, facilitating advanced visual recognition capabilities. This web service encompasses a variety of features, including matching, color palette searches, and an upcoming metadata search. Unlike traditional methods that rely on Deep Learning, LTU's approach utilizes a "unique signature" derived from the visual attributes of images or objects, enabling effective computer vision solutions. Users can take advantage of a wide array of visual search functionalities that are easily accessible through this adaptable web service. Furthermore, LTU's platform integrates proprietary algorithms and can incorporate third-party technologies, ensuring the visual search is specifically customized to suit your particular needs. The solution is also designed to allow for effortless comparison and detection of changes, with a high degree of configurability to align with your specific use case. Overall, LTU’s offering stands out for its ability to provide personalized and effective visual processing solutions.

Enhance your situational awareness with highly precise face recognition and advanced computer vision features centered around individuals and their identities. SAFR offers valuable insights aimed at safeguarding the well-being and safety of individuals across various environments. Developed as a self-sufficient networked solution, SAFR SCAN caters to both small and medium-sized businesses (SMBs) as well as larger enterprises, providing top-tier biometric capabilities and performance without breaking the bank. With its swift and seamless processing, it can authenticate as many as 30 people each minute, making it perfectly suited for busy settings like lobby areas of office buildings, professional office spaces, and secure employee access points. To prioritize personal privacy, all biometric data collected during enrollment and scanning is completely encrypted, ensuring no visual representations of individuals' faces are stored. This commitment to privacy not only protects personal identities but also mitigates potential liabilities that could arise from evolving privacy protection regulations. Furthermore, this robust system offers peace of mind, allowing organizations to implement effective security measures without compromising their clients' privacy.

EV Lib is a comprehensive software library for embedded vision that leverages deep learning and artificial intelligence, offering features for detecting and identifying people, vehicles, and objects, as well as tracking them and estimating their 3D poses. This library provides a robust solution for various applications requiring advanced visual analytics.