Top LTU Visual Search API Alternatives

Lenso.ai is an innovative tool tailored for AI-driven image searches, enabling users to find images that align with their personal preferences. Utilizing cutting-edge AI technology, Lenso.ai facilitates searches not just for images, but also for locations, individuals, duplicates, and related visuals. The reverse image search feature of Lenso.ai surpasses conventional methods in both accuracy and efficiency. This powerful AI-based tool quickly assesses the uploaded image, ensuring that it provides the most relevant matches available. With Lenso.ai, performing an image search is straightforward and does not necessitate any specialized skills or expertise. This versatile reverse image search tool caters to a wide range of users, whether you are a professional photographer seeking various landscapes and landmarks, a marketer in need of similar or related imagery, an enthusiast investigating duplicate content or copyright issues, or someone focused on safeguarding privacy through facial recognition searches. As such, Lenso.ai serves a multitude of purposes, making image searching accessible and efficient for everyone.

Boost the prominence of your material, simplify text extraction, conduct live video assessments, and create products that are easy for everyone to access by incorporating visual features into your applications. Utilize visual data processing to label content with different objects and concepts, extract text from images, generate visual descriptions, manage content, and monitor people's movements in real-life settings. Getting started with this method does not require any machine learning expertise. This strategy not only fosters innovation but also enhances user interaction, paving the way for exciting advancements in technology and creativity.

Utilize the capabilities of AutoML Vision or take advantage of pre-trained models from the Vision API to draw valuable insights from images stored either in the cloud or on edge devices, enabling functionalities like emotion recognition, text analysis, and beyond. Google Cloud offers two sophisticated computer vision options that harness machine learning to ensure high prediction accuracy in image evaluation. You can easily create customized machine learning models by uploading your images and utilizing AutoML Vision's user-friendly graphical interface for training and refining these models to achieve the best performance in terms of accuracy, speed, and efficiency. After achieving the desired results, these models can be exported effortlessly for deployment in cloud applications or across a range of edge devices. Furthermore, Google Cloud's Vision API provides access to powerful pre-trained machine learning models through REST and RPC APIs, allowing you to label images, classify them into millions of established categories, detect objects and faces, interpret both printed and handwritten text, and enhance your image database with detailed metadata for improved insights. This ensemble of tools not only streamlines the image analysis workflow but also equips enterprises with the means to make informed, data-driven choices more efficiently, fostering innovation and enhancing overall performance. Ultimately, by leveraging these advanced technologies, businesses can unlock new opportunities for growth and transformation within their operations.

TinEye provides sophisticated solutions in computer vision, image recognition, and reverse image searching that significantly improve the discoverability of your visual content. Our state-of-the-art image recognition APIs are recognized as some of the fastest and most accurate in the world. Utilize image recognition for various applications, including content moderation and the identification of fraudulent practices. Our rapid and dependable label matching technologies are specifically designed for the beverage industry. Additionally, you can keep a close eye on your images' online visibility and analyze how they are utilized across multiple platforms. Ensure seamless image verification, monitor instances of use, and comply with copyright laws effortlessly. Our innovative technology effectively connects the physical and digital worlds through advanced image recognition features. In addition to these capabilities, it is also regarded as one of the leading tools for color-based searches available today, setting a high standard in the industry.

Clarifai stands out as a prominent AI platform adept at processing image, video, text, and audio data on a large scale. By integrating computer vision, natural language processing, and audio recognition, our platform serves as a robust foundation for developing superior, quicker, and more powerful AI applications. We empower both enterprises and public sector entities to convert their data into meaningful insights. Our innovative technology spans various sectors, including Defense, Retail, Manufacturing, and Media and Entertainment, among others. We assist our clients in crafting cutting-edge AI solutions tailored for applications such as visual search, content moderation, aerial surveillance, visual inspection, and intelligent document analysis. Established in 2013 by Matt Zeiler, Ph.D., Clarifai has consistently been a frontrunner in the realm of computer vision AI, earning recognition by clinching the top five positions in image classification at the prestigious 2013 ImageNet Challenge. With its headquarters located in Delaware, Clarifai continues to drive advancements in AI, supporting a wide array of industries in their digital transformation journeys.

CamFind has transformed our interaction with the world around us, simplifying the process of recognizing various objects. By taking a quick photo of anything, the app utilizes cutting-edge mobile visual search technology to deliver immediate information about the item. This allows users to explore images, a range of products, nearby shopping alternatives, and pertinent online resources all in one convenient location. Once you find what you're looking for, the app facilitates easy saving of your discoveries to your profile, enabling you to share them with friends and family effortlessly. Furthermore, you have the option to securely keep images offline in your Scoops folder, which is perfect for future searches or setting Visual Reminders. If you want to retain an image along with its related search results, you can simply favorite it. Additionally, creating private Collections lets you organize your most valued finds, enriching your overall experience with the app. Thus, CamFind serves not only as an identification tool but also as a personalized archive for your interests, allowing for both practical use and creative expression. This dual functionality makes it an essential app for anyone looking to enhance their engagement with their environment.

piXserve™ is a powerful enterprise solution that automatically creates a searchable index for visual content contained in media files. This cutting-edge application examines digital images and videos, generating searchable descriptions of their content and tagging relevant keywords to identifiable components. With the ability to detect and recognize specific faces, objects, scenes, and text in various languages, piXserve can be applied to both archived media and live video streams. By utilizing piXserve, users can efficiently discover, highlight, and oversee content. Furthermore, the application facilitates the investigation of connections across content from different sources and formats. Integrating piXserve into analytical workflows empowers users to better understand events and circumstances, leading to more informed decision-making. The array of features and capabilities provided by piXserve makes it a flexible platform for tackling a wide range of use cases and challenges. This flexibility reinforces piXserve’s value as an essential tool for organizations aiming to enhance their media management strategies. Ultimately, it supports the drive for greater efficiency and insight in content utilization.

We simplify the integration of advanced computer vision capabilities into your applications, devices, and workflows, allowing you to secure a formidable advantage over your competitors. By doing so, you'll transform how you operate and enhance your overall efficiency.

Imagine the future of image recognition software powered by Imagga's API, which elevates intelligent applications through flexible machine learning solutions. Our advanced technology enables automatic tagging of images, creating a strong API for in-depth image analysis and exploration. This feature greatly enhances product visibility within your applications, paving the way for sophisticated visual search capabilities. Furthermore, you can incorporate facial recognition functionalities in your applications using our robust API designed specifically for face detection. Tailor our image AI to categorize and arrange your photos into customized groups, enabling effortless automatic organization of your visual content. Enjoy swift image classification with our highly efficient API, alongside automated moderation of adult content, which utilizes state-of-the-art image recognition technology. Effortlessly improve your visual assets by producing eye-catching thumbnails and employing our API for smart cropping that is sensitive to content. Lastly, breathe life into your product images through color extraction, thanks to our versatile API, ensuring your offerings are presented in a lively and engaging manner. This extensive collection of tools empowers developers to completely reshape the way users engage with images within their applications, ultimately enhancing user experience and satisfaction. As a result, businesses can leverage these innovations to stay ahead in an increasingly visual world.

Enhance your sales by directly linking popular Instagram products to your website and showcasing your clients' favorite Instagram photos on your e-commerce platform. FOQUS offers an AI-powered visual search solution that is incredibly easy to implement. This advanced and versatile tool is adaptable across various platforms, enabling you to refine the purchasing process with innovative visual search technology. By incorporating customer images into your website, you allow them to quickly find what they are looking for, taking advantage of our cutting-edge visual search engine. Moreover, you will gain unparalleled insights into your customers' preferences, data that was previously out of reach. Keep in mind that a picture is worth a thousand words; with FOQUS, you either achieve remarkable success or learn valuable lessons. Explore your clients' preferences through their images and convert visual search into a powerful recommendation engine. FOQUS acts as a smart search engine that effectively pinpoints the products your customers are searching for, facilitating a smooth shopping experience. By adopting this technology, you can not only fulfill but also surpass your customers' expectations, ultimately leading to greater satisfaction and loyalty. Investing in FOQUS allows your business to stay at the forefront of e-commerce innovation.

Leverage specialized embeddings and vector storage intended for your images, envisioning a synergy between OpenAI and Pinecone designed specifically for visual media. Say goodbye to the monotonous chore of manually tagging images and welcome a seamless integration of image search functionality. Advanced image embeddings streamline the processes of storing, searching, and retrieving images, thus enhancing overall efficiency. By effortlessly integrating image search capabilities into your GPT bots, you can significantly uplift user engagement through improved visual search experiences. This not only allows you to navigate your personal photo library but also enables you to provide instant responses to customer inquiries directly from your inventory, fostering a more interactive and captivating user journey. The landscape of image-centric AI technology has arrived, presenting unparalleled opportunities for both businesses and developers to explore. As innovation continues to progress, the potential applications for this technology are boundless, paving the way for enhanced interaction and accessibility in visual content management.

Whether your goal is to boost spare parts sales, enhance support for your parts desk and hotline team, or improve maintenance efficiency, Partium has you covered. Partium serves as a versatile, AI-enhanced Enterprise Part Search solution. It simplifies the process for users in maintenance and after-sales service sectors to locate parts across various platforms, including spare parts portals, online shops, and maintenance systems. Technicians can perform searches using images, text, filters, bills of materials, and tags, while hotline agents can verify the accuracy of search results and engage directly with users. Additionally, Partium provides valuable insights into user search behaviors. With millions of spare part searches processed each month, Partium is trusted by a range of prominent companies, including Caterpillar, Parker, Liebherr, Deutsche Bahn, New Holland, The Home Depot, ENGEL, and Wien Energie. These organizations leverage Partium not only to deliver an exceptional search experience for their employees and customers but also to achieve higher conversion rates through its relevance, precision, and user-friendly design. By utilizing Partium, companies can significantly streamline their spare parts management and improve overall operational efficiency.

Same Energy functions as an innovative visual search engine, crafted to assist users in discovering breathtaking artwork, photography, design concepts, and various other visual inspirations. Our guiding principle emphasizes that image searches should focus on visual attributes rather than textual descriptions, and we strive to provide a deep understanding of imagery that transcends simple object recognition to capture the artistic spirit and overall mood of each picture. We hope that Same Energy serves as a source of inspiration, encouraging users to delve into new artistic styles and ideas they might wish to investigate further. Central to our search capabilities is advanced deep learning technology, which is reminiscent of the impressive CLIP model created by OpenAI. The homepage showcases default feeds that are generated through a precise algorithmic process: we start with a selection of seed images that are manually curated, after which our system examines millions of images in our database to identify appropriate matches. Moreover, users have the opportunity to create personalized feeds by saving images to form their own collection of seed pictures, allowing them to view suggested images tailored to their choices. As we persist in enhancing our platform, we are also exploring the possibilities for transforming it into a sustainable business model, which would facilitate even greater avenues for creative exploration and interaction among users. Additionally, we are committed to continuously improving user experience by incorporating feedback and expanding our image database.

Chance AI is an innovative visual search engine driven by artificial intelligence, empowering users to delve into images for information, narratives, and current events. By recognizing objects within visuals, this platform allows individuals to explore the emotional and contextual dimensions that each image conveys. Its mission centers on enhancing the accessibility and significance of art and imagery, fostering genuine connections in a world that can often feel disconnected. Founded by a passionate group committed to merging art with technology, Chance AI seeks to revitalize the richness of visual storytelling, providing insights that go beyond mere appearances. Users are encouraged to investigate and appreciate the hidden stories within every picture, from the mysteries of distant galaxies to the histories behind artworks displayed in galleries. Tailored for the imaginative and curious, the platform presents a unique method for engaging with the emotions and narratives that art inspires. With its state-of-the-art visual intelligence technology, Chance AI is poised to transform how people perceive and interact with visual content, inviting them to embark on a journey of exploration and comprehension. As it does so, the platform not only enhances personal connections with art but also deepens one’s understanding of the intricate relationships that exist between creativity and the human experience. Ultimately, Chance AI aspires to create a community of learners and storytellers who appreciate the profound layers of meaning embedded in visual media.

Visual Layer helps organizations manage and improve large-scale image and video datasets. It offers a centralized platform to search, clean, organize, and prepare visual data—streamlining work across machine learning, compliance, and operational teams. The platform identifies duplicates, errors, and outliers in datasets, enabling faster decisions and better model performance. It integrates easily into existing systems and workflows, with deployment options that support cloud, on-premise, and hybrid environments. Visual Layer is compatible with any ML model or vendor stack. Built by the team behind Fastdup—an open-source industry standard for visual deduplication—it brings trusted foundations to enterprise use cases. Non-technical teams can use the platform with no code, while technical users can plug it into their pipelines directly.

Curio serves as a metadata platform that links both cloud and on-premise storage solutions, providing a unified interface for locating files without regard to their size, location, or format. By streamlining the often tedious processes of file tagging and management, Curio enhances the speed at which users can locate digital files through the use of AI-generated attributes, such as identifying people, objects, and landmarks. This innovative approach not only simplifies file organization but also improves overall efficiency in accessing essential information.

Our advanced image recognition technology offers a thorough comprehension of your digital media. Featuring an on-device computer vision system, it achieves response times under 250 milliseconds, which is four times quicker than our API and operates without needing an internet connection. Users can effortlessly scan their phones throughout a room to recognize objects present in that environment, a functionality that is solely available on our on-device platform. This approach significantly alleviates privacy issues by eliminating the need for any data transmission from the user's device. Although our API implements stringent measures to safeguard your privacy, the on-device model enhances security protocols considerably. Additionally, CloudSight will provide you with visual content, while our API is tasked with delivering natural language descriptions. You can filter and categorize images efficiently, monitor for any inappropriate content, and assign relevant labels to all forms of your digital media, ensuring organized management of your assets while maintaining a high level of security. This comprehensive system not only streamlines your media handling but also prioritizes your privacy and security.

Cloudmersive offers a comprehensive suite of APIs that empower businesses to automate tasks, enhance security, and improve productivity through advanced technologies like virus scanning, image recognition, and natural language processing (NLP). Their platform supports a wide range of functionalities, including OCR, document and data conversion, and barcode scanning, all designed for easy integration into existing applications. Cloudmersive’s solutions can be deployed on the cloud, on-premises, or in private cloud environments, providing businesses with flexibility and scalability. With over 16 supported programming languages, the platform enables seamless application integration, offering features like real-time security threat detection and automated document processing. With its commitment to security, scalability, and performance, Cloudmersive continues to support businesses across industries in streamlining their operations and safeguarding their data.

FiftyOne by Voxel51 - the most powerful visual AI and computer vision data platform. Without the right data, even the smartest AI models fail. FiftyOne gives machine learning engineers the power to deeply understand and evaluate their visual datasets—across images, videos, 3D point clouds, geospatial, and medical data. With over 2.8 million open source installs and customers like Walmart, GM, Bosch, Medtronic, and the University of Michigan Health, FiftyOne is an indispensable tool for building computer vision systems that work in the real world, not just in the lab. FiftyOne streamlines visual data curation and model analysis with workflows to simplify the labor-intensive processes of visualizing and analyzing insights during data curation and model refinement—addressing a major challenge in large-scale data pipelines with billions of samples. Proven impact with FiftyOne: ⬆️30% increase in model accuracy ⏱️5+ months of development time saved 📈30% boost in team productivity Learn more about FiftyOne: 🔍Data Curation & Management: Explore and curate your datasets with precision. Get insights into distribution, diversity, coverage, and more to optimize AI performance. Analyze billions of samples, hosted securely on your infrastructure, whether in the cloud or on-premise. 📊Model Evaluation: Quickly identify what’s driving model failures or successes. From aggregate performance metrics to sample-level diagnostics, diagnose failure modes and edge cases preventing your models from reaching optimal performance in production. ✏️Smarter Annotation: Accelerate your labeling workflow with Verified Auto-Labeling. Reduce annotation costs by up to 75% while improving model performance with strategic data selection, one-click QA, and smart ranking. At Voxel51, we empower hundreds of thousands of ML engineers around the world to unlock data insights to maximize model performance.

Leverage cutting-edge deep learning algorithms for your initiatives and streamline the deployment of innovative vision automation without the burden of development costs. Create powerful, customized image recognition solutions through a user-friendly web interface designed for ease of use. Our dedicated team consistently refines the core machine learning algorithms, ensuring you have access to the most recent breakthroughs in technology. Additionally, you have the option to train a personalized neural network tailored to recognize the specific images essential for your projects. Ximilar, a leader in Visual AI and Search technologies, has strengthened its offerings by acquiring Vize, which enhances performance, speed, and incorporates crucial features for businesses. Visit the Ximilar Homepage to explore our extensive range of services and discover how we can address your visual AI requirements. Elevate your business with our transformative solutions, unlocking new opportunities for growth and innovation in the visual domain. With our expertise, you can stay ahead in a rapidly evolving technological landscape.

Our innovative AI system scrutinizes your product images alongside their descriptions to identify unique features, such as sleeve style or exact color. This leads to highly accurate search results, allowing customers to find precisely what they want. By incorporating sophisticated predictive text functions, autocorrect options, and a comprehensive fashion terminology database, the search results will be both coherent and pertinent. Consequently, businesses can seize every sales opportunity without missing out. Our experienced team will manage the initial configuration, ensuring that your developers face no additional workload. After the setup, we will consistently monitor your website’s performance and implement necessary enhancements for peak effectiveness. Through the integration of artificial intelligence, machine learning, natural language processing, and computer vision, we significantly improve product data, making it easier for shoppers to navigate your offerings. Furthermore, our AI-powered color analysis feature adeptly identifies the specific shades in the product while filtering out irrelevant background colors, offering a more accurate representation. In the end, this innovative approach empowers customers to make well-informed purchasing choices with assurance, enhancing their overall shopping experience.

Satim delivers a remarkable AI-powered software solution that excels in identifying, categorizing, and recognizing objects by utilizing Synthetic Aperture Radar (SAR) satellite imagery. The firm has created an advanced simulator that can produce synthetic SAR signatures, allowing for the generation of signatures for any object and any SAR system. This groundbreaking simulator enables us to introduce various new object types for training our AI models, achieving impressive classification accuracy rates of 90% within just a few days. Thanks to our innovative SAR data simulator, the models can swiftly adapt to recognize and classify newly emerging objects, providing essential flexibility to tackle the ever-evolving challenges encountered by military, government, and commercial sectors. Our collaborations with leading SAR sensor manufacturers help us combine state-of-the-art technology with unparalleled expertise in the field. Moreover, our vast international network of partners is committed to driving progress in the space and defense sectors, ensuring that we stay ahead of the curve in innovation. By working together, we aspire to continuously redefine the possibilities within object detection and classification, ultimately enhancing operational effectiveness and safety across various industries. This collaborative effort reinforces our mission to lead the charge in advancing cutting-edge solutions for the future.

By swiftly addressing redundancies, image recognition technology can significantly enhance the efficiency of FMCG and CPG manufacturers. This innovation enables field representatives to allocate more time to sales activities rather than being bogged down by monotonous paperwork and analysis. Furthermore, it aids in establishing visual consistency across various retail locations. As a result, manufacturers gain agility in monitoring performance and brand distribution, allowing them to respond to customer demands in a timely fashion. Additionally, it plays a crucial role in effectively assessing product freshness. Insights derived from this technology can guide brands in improving product placement and enhancing visual displays to make them more attractive and impactful. Essentially, image recognition facilitates the collection of vital data that can optimize shelf merchandising layouts. Ultimately, this all contributes to achieving flawless retail execution. Sterison’s advanced retail execution solution, retailVision, not only incorporates robust image recognition capabilities for effective planogram implementation but also enhances the overall efficiency of sales, merchandising, and marketing teams. Engineered for maximum sales and operational efficiency, it employs intelligent automation tailored to refine every aspect of your business processes. With this technology at your disposal, the potential for growth and improved customer satisfaction is substantial.

Folio3, a prominent player in the machine learning industry, is equipped with a dedicated team of Data Scientists and Consultants who have effectively handled extensive projects in fields such as machine learning, natural language processing, computer vision, and predictive analytics. The integration of Artificial Intelligence and Machine Learning algorithms enables businesses to implement highly customized solutions that incorporate advanced machine learning functionalities. Recent strides in computer vision technology have greatly improved the evaluation of visual data, leading to the development of innovative image-based features and transforming how various industries interact with visual materials. Moreover, Folio3's predictive analytics solutions provide quick and impactful results, allowing businesses to identify opportunities and recognize anomalies within their operational processes and strategies. This holistic approach guarantees that clients not only stay competitive but also adaptable in a rapidly changing market landscape, ultimately fostering sustained growth and innovation.

Revolutionize your product imagery into systematically organized data that boosts your catalog management, analytics, and product visibility by utilizing state-of-the-art visual AI designed specifically for the fashion sector. Pixyle delivers robust visual AI solutions for the fashion industry that are both highly accurate and seamlessly compatible with your current technology setup. Our cutting-edge AI technology swiftly examines and evaluates your full range of product images, delivering instant insights that can transform your business practices. We empower fashion retailers with vital tools focused on the most advanced visual artificial intelligence, equipping them to thrive in the competitive digital landscape. Our deep learning-driven AI excels in identifying fashion product attributes and generates detailed tags, automatically enriching your product listings with valuable insights to enhance their discoverability. Furthermore, our comprehensive fashion attribute analytics enable you to precisely track and analyze trends, empowering you to make strategic business choices that foster growth and success. By implementing this holistic strategy, you not only streamline your operations but also enhance your brand's ability to adapt and excel in an ever-changing market landscape. As a result, your business can achieve greater visibility and connect more effectively with your target audience.

V7 Darwin is an advanced platform for data labeling and training that aims to streamline and expedite the generation of high-quality datasets for machine learning applications. By utilizing AI-enhanced labeling alongside tools for annotating various media types, including images and videos, V7 enables teams to produce precise and uniform data annotations efficiently. The platform is equipped to handle intricate tasks such as segmentation and keypoint labeling, which helps organizations optimize their data preparation workflows and enhance the performance of their models. In addition, V7 Darwin promotes real-time collaboration and allows for customizable workflows, making it an excellent choice for both enterprises and research teams. This versatility ensures that users can adapt the platform to meet their specific project needs.

The PicScout Platform is recognized as a premier registry for images that have been identified by their rightful owners. With close to 300 million images acknowledged, gathered from more than 200 prominent content providers and 20,000 photographers, this registry is on a fast track of growth. It acts as a valuable resource for both creators and users of content. By increasing the visibility and accessibility of their images, content owners can connect with a wider audience, while users enjoy the convenience of efficiently searching for and identifying images suitable for licensing. To delve into this extensive registry, you can take advantage of the free Search By Image tool available below. Furthermore, PicScout offers a Visual API designed to improve your understanding and analysis of image content. Leveraging advanced deep learning research, this innovative image recognition technology provides a range of functionalities, including the ability to visually find identical or similar images. In addition, our REST API is crafted to be user-friendly, adaptable, and cost-efficient, making it a perfect fit for diverse requirements. This powerful combination of tools not only simplifies the image search process but also enhances the overall user experience, empowering individuals to explore the rich world of visual content with greater assurance and efficiency.

Utilizing state-of-the-art deep learning advancements, our offering encompasses a diverse array of functions such as both multi-camera and single-camera portrait blurring, re-lighting capabilities, super-resolution, enhancement of image quality, and smart album management specifically designed for smart devices. The universal port connections ensure seamless integration, providing users with a smooth and intuitive experience. We take pride in delivering rapid and expert technical assistance to our clients. Our comprehensive suite of product features, paired with leading technology, guarantees exceptional results in professional image processing. Drawing from our extensive knowledge in AI and deep learning, our team specializes in crafting big data-driven image analysis algorithms while remaining committed to pioneering product innovation. Our proprietary technologies enable businesses and service providers to effectively meet their objectives. As a trailblazer in the AI software landscape, SenseTime is dedicated to creating a future where artificial intelligence enriches daily life through ongoing innovation. We strive to connect the physical and digital worlds, creating an environment where smart solutions revolutionize our interactions with technology. This commitment to innovation propels us forward as we continue to enhance user experiences across various platforms and applications.

Our leading-edge platform designed for the entire computer vision workflow enables a transformation from image annotation to accurate neural networks at speeds that can reach ten times faster than traditional methods. With our outstanding data labeling capabilities, you can turn your images, videos, and 3D point clouds into high-quality training datasets. This not only allows you to train your models effectively but also to monitor experiments, visualize outcomes, and continuously refine model predictions, all while developing tailored solutions in a cohesive environment. The self-hosted option we provide guarantees data security, offers extensive customization options, and ensures smooth integration with your current technology infrastructure. This all-encompassing solution for computer vision covers multi-format data annotation and management, extensive quality control, and neural network training within a single platform. Designed by data scientists for their colleagues, our advanced video labeling tool is inspired by professional video editing applications and is specifically crafted for machine learning uses and beyond. Additionally, with our platform, you can optimize your workflow and markedly enhance the productivity of your computer vision initiatives, ultimately leading to more innovative solutions in your projects.

The VGG Image Search Engine (VISE) serves as an open-source tool that allows users to conduct visual searches across vast collections of images by using specific image regions as search queries. Developed and maintained by the Visual Geometry Group (VGG) at the University of Oxford's Department of Engineering Science, this software is released under a license that supports unrestricted use in both academic and commercial settings. To promote a vibrant open-source community surrounding VISE, we welcome contributions and encourage active involvement in its ongoing enhancement. Contributors can participate by reporting bugs, improving documentation, adding new features, or making refinements through merge requests. The Visual Geometry Group is dedicated to the ongoing development, upkeep, and support of VISE at least until November 2025, ensuring its relevance and utility. Additionally, users are invited to submit their inquiries or report any issues they face with the VISE software through our GitLab issues portal, facilitating a collaborative effort to strengthen the platform further and enhance user experience. This collective engagement not only enriches the project but also cultivates a sense of community among users and developers alike.