# Best Image Recognition Software with Retail Capabilities ## How Many Image Recognition Software Products Does G2 Track? **Total Products under this Category:** 455 ### Category Stats (Aug 2026) - **Average Rating:** 4.42/5 (↓0.03 vs Jul 2026) The average rating of products in this category, based on all submitted ratings - **Top Trending Product:** Google Cloud AutoML Vision (+3.93%) - Among all products in this category, Google Cloud AutoML Vision recorded the largest rating increase compared to last month _Last updated: August 11, 2026_ ## How Does G2 Rank Image Recognition Software Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 1,900+ Authentic Reviews - 455+ Products - Unbiased Rankings G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category. ## G2 Grid® for Image Recognition Software ![G2 Grid® for Image Recognition Software plotting products by satisfaction and market presence](https://www.g2.com/categories/image-recognition/grids.png?focus%5B%5D=21470&focus%5B%5D=125020&focus%5B%5D=113975&focus%5B%5D=1579500&focus%5B%5D=125069&focus%5B%5D=21434&focus%5B%5D=22879&focus%5B%5D=52215) Highlighted products: Google Cloud Vision API, Roboflow, Google Cloud AutoML Vision, Claude, Video AI, Microsoft Computer Vision API, Amazon Rekognition, and Azure Custom Vision Service. Underlying data: [Grid® JSON](https://www.g2.com/categories/image-recognition/grids.json?focus%5B%5D=google-cloud-vision-api&focus%5B%5D=roboflow&focus%5B%5D=google-cloud-automl-vision&focus%5B%5D=claude-2025-12-11&focus%5B%5D=video-ai&focus%5B%5D=microsoft-computer-vision-api&focus%5B%5D=amazon-rekognition&focus%5B%5D=azure-custom-vision-service) **Sponsored** ### Google Cloud Vision API Detect and classify multiple objects, images, and more using Google Cloud's pre-trained Vision API or custom trained Vision AutoML. Google Cloud's Vision AI helps developers easily leverage the power of machine learning to understand images with industry-leading prediction accuracy. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=690&secure%5Bchosen_at%5D=2026-08-15T06%3A13%3A43Z&secure%5Bdisplayable_resource_id%5D=690&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=690&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=21470&secure%5Bresource_id%5D=690&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fimage-recognition%2Ff%2Fretail&secure%5Btoken%5D=d9e5e15693f5ec64ff48ac0c83e1986eae93cb27be1e48bf2272d1d8d9b3ed52&secure%5Burl%5D=https%3A%2F%2Fcloud.google.com%2Fvision%3Futm_source%3DG2%26utm_medium%3Ddisplay%26utm_campaign%3DCloud-SS-DR-GCP-1713658-GCP-DR-NA-US-en-G2-Display-Banner-All-%2525epid%21-%2525ecid%21-visionapi%26utm_content%3D%257Bdevice%257D-%257Badgroupid%257D-%257Bnetwork%257D-%257Btargetid%257D-%257Bloc_physical_ms%257D-%257Bcampaignid%257D&secure%5Burl_type%5D=custom_url) ### [Syte](https://www.g2.com/products/syte/reviews) Syte is the world’s first product discovery platform. Powered by visual AI, we’re spearheading the evolution of eCommerce by enabling brands and retailers to seamlessly connect shoppers with products they love. Our solutions, including camera search, personalization engines, and smart in-store tools, empower shoppers to discover and purchase products in the same way they live their lives -- instant, intuitive, visual. Leading brands and retailers partner with Syte to provide on-demand, hyper-personalized experiences that drive conversion, increase average order value, and spark lifelong loyalty. for more information visit www.syte.ai **Average Rating:** 4.6/5.0 **Total Reviews:** 76 #### How Do G2 Users Rate Syte? - **Object Detection:** 9.0/10 (Category avg: 8.8/10) - **Ease of Use:** 9.0/10 (Category avg: 8.9/10) - **Custom Image Detection:** 9.2/10 (Category avg: 8.5/10) - **Bounding Boxes:** 8.6/10 (Category avg: 8.4/10) #### Who Is the Company Behind Syte? - **Seller:** [Syte](https://www.g2.com/sellers/syte) - **Year Founded:** 2015 - **HQ Location:** Tel Aviv - **Twitter:** @SyteAI 686 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=078534812819f7221819d6544bfc6d772beffc78ee2a3dccccbb6d41cf976aca&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsyte-ai%2F&secure%5Burl_type%5D=linkedin_company_website) 63 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Retail, Apparel & Fashion - **Company Size:** 41% Large, 38% Medium #### What Are Recent G2 Reviews of Syte? **["Great company & solution!"](https://www.g2.com/survey_responses/syte-review-9800819)** **Rating:** 4.5/5.0 stars _— Anneka P._ [Read full review](https://www.g2.com/survey_responses/syte-review-9800819) **["Spot on Performance and seamless onboarding"](https://www.g2.com/survey_responses/syte-review-9506743)** **Rating:** 4.5/5.0 stars _— Sushanth Kumar ._ [Read full review](https://www.g2.com/survey_responses/syte-review-9506743) #### What Are G2 Users Discussing About Syte? - [What is the main function of system software?](https://www.g2.com/discussions/what-is-the-main-function-of-system-software) - [What are two features of system software?](https://www.g2.com/discussions/what-are-two-features-of-system-software) - [What are system features?](https://www.g2.com/discussions/what-are-system-features) - [What are the features of system software?](https://www.g2.com/discussions/what-are-the-features-of-system-software) ### [Clarifai](https://www.g2.com/products/clarifai/reviews) Clarifai is a leader in AI orchestration and development, helping organizations, teams, and developers build, deploy, orchestrate, and operationalize AI at scale. Clarifai’s cutting-edge AI workflow orchestration platform leverages today's modern AI technologies like Large Language Models (LLMs), Large Vision Models (LVMs), and Retrieval Augmented Generation (RAG), data labeling, inference, and more, and is available in cloud, on-premises, or hybrid environments. Founded in 2013, Clarifai has been used to build more than 1.5 million AI models with more than 400,000 users in 170 countries. Learn more at www.clarifai.com. **Average Rating:** 4.3/5.0 **Total Reviews:** 71 #### How Do G2 Users Rate Clarifai? - **Object Detection:** 9.1/10 (Category avg: 8.8/10) - **Ease of Use:** 8.3/10 (Category avg: 8.9/10) - **Custom Image Detection:** 9.1/10 (Category avg: 8.5/10) - **Bounding Boxes:** 8.6/10 (Category avg: 8.4/10) #### Who Is the Company Behind Clarifai? - **Seller:** [Clarifai](https://www.g2.com/sellers/clarifai) - **Year Founded:** 2013 - **HQ Location:** Wilmington, Delaware - **Twitter:** @clarifai 10,922 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8e96cd967f3d17ebfc636080f07d5b87c9155366576feb1d18188684d774aa32&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F10064814%2F&secure%5Burl_type%5D=linkedin_company_website) 49 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 61% Small, 28% Medium #### What Do G2 Reviewers Say About Clarifai? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **ease of use and powerful features** of Clarifai, enhancing their AI image and text projects. - Users value the **diverse model variety** in Clarifai, enabling tailored solutions for various application scenarios efficiently. - Users highlight the **accuracy and efficiency of Clarifai's AI technology** , making it a great choice for diverse projects. - Users find Clarifai's **intuitive UI** easy to navigate, enhancing their experience with powerful pre-trained models. - Users commend Clarifai for its **easy AI integration** , enabling fast and accurate tagging for various application scenarios. ##### Cons - Users find the **cost prohibitively expensive** for small projects, hindering accessibility for individual developers and non-profits. - Users find the **complexity** of Clarifai challenging, especially regarding documentation and advanced feature understanding. - Users find the **learning curve steep** for new users, making initial navigation and understanding challenging. - Users express concern over the **lack of resources** , particularly for small developers, impacting accessibility and usability. - Users find the **poor documentation** of Clarifai frustrating, often requiring external help for guidance and clarity. #### What Are Recent G2 Reviews of Clarifai? **["Powerful AI Platform for Computer Vision and Multimodal Workflows"](https://www.g2.com/survey_responses/clarifai-review-13188111)** **Rating:** 4.0/5.0 stars _— Jeni J._ [Read full review](https://www.g2.com/survey_responses/clarifai-review-13188111) **["Clarifai Makes Building and Deploying AI for Image, Video, and Text Easy"](https://www.g2.com/survey_responses/clarifai-review-13221971)** **Rating:** 4.5/5.0 stars _— LOKESH G._ [Read full review](https://www.g2.com/survey_responses/clarifai-review-13221971) ### [ParallelDots ShelfWatch](https://www.g2.com/products/paralleldots-shelfwatch/reviews) ParallelDots is a leading image recognition AI solution company. It provides the product ShelfWatch for FMCG/CPG companies and retailers globally, helping them optimize their in-store execution and maximize their sales ShelfWatch has a proven model to deliver higher ROI than other retail Image Recognition solutions owing to its superior technology that is fast to set up, is accurate and affordable to scale. ShelfWatch helps brands keep track of their store KPIs and measure their perfect store programme. Its easy to operate. Sales reps' capture the image of the SKUs on shelves with their mobiles and upload it to the ParallelDots cloud servers. The AI then provides them with real-time analysis of the store KPIs. This helps speed up the entire audit process by quickly generating actionable insights. **Average Rating:** 4.6/5.0 **Total Reviews:** 15 #### How Do G2 Users Rate ParallelDots ShelfWatch? - **Object Detection:** 7.8/10 (Category avg: 8.8/10) - **Ease of Use:** 8.5/10 (Category avg: 8.9/10) - **Custom Image Detection:** 7.8/10 (Category avg: 8.5/10) - **Bounding Boxes:** 7.2/10 (Category avg: 8.4/10) #### Who Is the Company Behind ParallelDots ShelfWatch? - **Seller:** [Parallel Dots](https://www.g2.com/sellers/parallel-dots) - **Year Founded:** 2014 - **HQ Location:** Seattle, US - **Twitter:** @ParallelDots 2,011 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=515f81b1c06e222fb8085e3a28cad1c157cf6dc84bdd1cbf8f91a531cf6bb2bc&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3572541%2F&secure%5Burl_type%5D=linkedin_company_website) 427 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Food & Beverages, Consumer Goods - **Company Size:** 35% Large, 35% Medium #### What Do G2 Reviewers Say About ParallelDots ShelfWatch? _AI-generated summary from verified user reviews_ ##### Pros - Users appreciate the **automation capabilities** of ParallelDots ShelfWatch, enhancing compliance and streamlining KPI tracking during audits. - Users appreciate the **timely and professional communication** provided by ParallelDots ShelfWatch for their requests. - Users value the **cost efficiency** of ParallelDots ShelfWatch, as it enhances productivity with integrated features. - Users appreciate the **customization options** of ParallelDots ShelfWatch, enjoying seamless integration with other systems and faster updates. - Users value the **easy integration with internal data management systems** , enhancing overall workflow efficiency. ##### Cons - Users have faced **inaccurate recognition** , leading to multiple errors in detecting their products during use. - Users experience occasional **lagging issues** with the interface, which can disrupt their overall experience. - Users experience **slow performance** with ParallelDots ShelfWatch, as data refresh may take longer than expected. #### What Are Recent G2 Reviews of ParallelDots ShelfWatch? **["Transforming Retail Execution with AI"](https://www.g2.com/survey_responses/paralleldots-shelfwatch-review-10834522)** **Rating:** 5.0/5.0 stars _— Magnus K._ [Read full review](https://www.g2.com/survey_responses/paralleldots-shelfwatch-review-10834522) **["SW is the spark of a revolutionary way of working"](https://www.g2.com/survey_responses/paralleldots-shelfwatch-review-10847710)** **Rating:** 5.0/5.0 stars _— Cosmin V._ [Read full review](https://www.g2.com/survey_responses/paralleldots-shelfwatch-review-10847710) #### What Are G2 Users Discussing About ParallelDots ShelfWatch? - [What is ParallelDots ShelfWatch used for?](https://www.g2.com/discussions/what-is-paralleldots-shelfwatch-used-for) ### [Vize.ai - Custom Image Classification](https://www.g2.com/products/vize-ai-custom-image-classification/reviews) Vize.ai AI is custom image recognition and classification API, designed to allow developers and businesses to analyze image data. **Average Rating:** 4.8/5.0 **Total Reviews:** 3 #### How Do G2 Users Rate Vize.ai - Custom Image Classification? - **Object Detection:** 8.3/10 (Category avg: 8.8/10) - **Ease of Use:** 9.4/10 (Category avg: 8.9/10) - **Custom Image Detection:** 8.3/10 (Category avg: 8.5/10) - **Bounding Boxes:** 8.3/10 (Category avg: 8.4/10) #### Who Is the Company Behind Vize.ai - Custom Image Classification? - **Seller:** [Vize](https://www.g2.com/sellers/vize) - **HQ Location:** N/A - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website) 1 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 67% Small, 33% Medium #### What Do G2 Reviewers Say About Vize.ai - Custom Image Classification? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **powerful image classification capability** of Vize.ai, enjoying seamless uploads and labeling for training. - Users appreciate the **annotation efficiency** of Vize.ai, enabling quick image uploads and streamlined model training. - Users appreciate the **ease of use** of Vize.ai, enabling effortless image upload and labeling for model training. #### What Are Recent G2 Reviews of Vize.ai - Custom Image Classification? **["Deep Image Classification made Easy"](https://www.g2.com/survey_responses/vize-ai-custom-image-classification-review-921024)** **Rating:** 5.0/5.0 stars _— Mittal S._ [Read full review](https://www.g2.com/survey_responses/vize-ai-custom-image-classification-review-921024) **["I loved the vize.ai"](https://www.g2.com/survey_responses/vize-ai-custom-image-classification-review-11215957)** **Rating:** 5.0/5.0 stars _— Pratik K._ [Read full review](https://www.g2.com/survey_responses/vize-ai-custom-image-classification-review-11215957) ### [Partium](https://www.g2.com/products/partium/reviews) Partium’s story began in 2020 with the idea of creating a lightning-fast, instant, and reliable search experience for everyone looking for spare parts. We reduced the need for technicians and users of parts catalogs and web shops to spend endless time searching for the right part. Instead, we help users to find the right spare part in seconds. Today, Partium handles millions of spare part searches every month and helps countless technicians find the right part to get the job done. The power of the Partium search is being used in spare part web shops, part catalogs, and spare part portals across the world. Our customers introduce Partium into their digital Aftersales environments to provide the best-in-class part-search experience to their users and give them a fast and convenient process to search, confirm and order spare parts from them. Caterpillar, Parker, Liebherr, Deutsche Bahn, New Holland, The Home Depot, ENGEL, and many other companies use Partium to provide not just a great search for their customers but a search that converts at higher rates because of relevancy, accuracy, and ease-of-use. We help their customers to find the right parts faster – and help them to enhance their online experience, increase conversion rates and generate profitable growth for their online aftersales business. With offices in the US, Canada, and Europe, we are a global company committed to changing the way Aftersales is done. **Average Rating:** 3.3/5.0 **Total Reviews:** 2 #### How Do G2 Users Rate Partium? - **Object Detection:** 10.0/10 (Category avg: 8.8/10) - **Ease of Use:** 6.7/10 (Category avg: 8.9/10) - **Custom Image Detection:** 10.0/10 (Category avg: 8.5/10) - **Bounding Boxes:** 8.3/10 (Category avg: 8.4/10) #### Who Is the Company Behind Partium? - **Seller:** [Partium](https://www.g2.com/sellers/partium) - **Year Founded:** 2020 - **HQ Location:** Philadelphia, US - **Twitter:** @partiumio 2,094 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a31a576c2f79e39ee3fba1e6ca075bb67412c7795e32b0881f5e6211feba115a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fpartium-io%2F&secure%5Burl_type%5D=linkedin_company_website) 48 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 100% Medium, 33% Small #### What Do G2 Reviewers Say About Partium? _AI-generated summary from verified user reviews_ ##### Pros - Users benefit from the **efficient AI-enabled search** in Partium, simplifying the process of ordering spare parts. - Users appreciate the **enhanced efficiency** in ordering spare parts with Partium's AI-enabled search functionality. - Users value the **intuitive search interface** of Partium, enhancing efficiency in ordering spare parts effortlessly. ##### Cons - Users experience **limited search features** that lead to inconsistent results and difficulties in finding specific information. #### What Are Recent G2 Reviews of Partium? **["Value for money"](https://www.g2.com/survey_responses/partium-review-10494051)** **Rating:** 4.0/5.0 stars _— Hemant S._ [Read full review](https://www.g2.com/survey_responses/partium-review-10494051) ### [VizSeek Visual Search](https://www.g2.com/products/vizseek-visual-search/reviews) The VizSeek visual search engine lets you find products, parts, and drawings in your database using a photo or even a hand-sketch. **Average Rating:** 4.5/5.0 **Total Reviews:** 2 #### Who Is the Company Behind VizSeek Visual Search? - **Seller:** [Imaginestics](https://www.g2.com/sellers/imaginestics) - **HQ Location:** N/A - **Twitter:** @VizSeek 50 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website) 1 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 50% Small, 50% Medium #### What Are Recent G2 Reviews of VizSeek Visual Search? **["The Best Visual Search Ever"](https://www.g2.com/survey_responses/vizseek-visual-search-review-7470177)** **Rating:** 4.5/5.0 stars _— Aditya P._ [Read full review](https://www.g2.com/survey_responses/vizseek-visual-search-review-7470177) **["Excellent website for search a database using an image or hand sketch"](https://www.g2.com/survey_responses/vizseek-visual-search-review-7479675)** **Rating:** 4.5/5.0 stars _— Verified User in Airlines/Aviation_ [Read full review](https://www.g2.com/survey_responses/vizseek-visual-search-review-7479675) ### [CloudSight API](https://www.g2.com/products/cloudsight-api/reviews) Cloudsight is an image recognition API providing true understanding for your digital media. **Average Rating:** 5.0/5.0 **Total Reviews:** 1 #### How Do G2 Users Rate CloudSight API? - **Ease of Use:** 10.0/10 (Category avg: 8.9/10) #### Who Is the Company Behind CloudSight API? - **Seller:** [CloudSight](https://www.g2.com/sellers/cloudsight) - **Year Founded:** 2012 - **HQ Location:** Los Angeles, US - **Twitter:** @CloudSightAPI 221 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a0eb253f1f53694b8cdb3260402b78a60aa6e824b7793a1d64677e649a6d97b3&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcloudsight-inc&secure%5Burl_type%5D=linkedin_company_website) 11 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 100% Medium #### What Are Recent G2 Reviews of CloudSight API? **["Review for Cloudsight API"](https://www.g2.com/survey_responses/cloudsight-api-review-8427878)** **Rating:** 5.0/5.0 stars _— Prajjwal S._ [Read full review](https://www.g2.com/survey_responses/cloudsight-api-review-8427878) ### [Hive Logo Model](https://www.g2.com/products/hive-logo-model/reviews) Hive's logo model automatically detects logos in images and videos to monitor and monetize your visual content. It measures three things: 1. Logos: Pre-trained on 5,000+ brands 2. Brand prominence: Algorithmic measure of a logo's size, clarity, centrality, and exclusivity calibrated with human response data 3. Placement: The logo's physical location in content **Average Rating:** 4.5/5.0 **Total Reviews:** 1 #### How Do G2 Users Rate Hive Logo Model? - **Object Detection:** 8.3/10 (Category avg: 8.8/10) - **Ease of Use:** 10.0/10 (Category avg: 8.9/10) - **Custom Image Detection:** 8.3/10 (Category avg: 8.5/10) - **Bounding Boxes:** 8.3/10 (Category avg: 8.4/10) #### Who Is the Company Behind Hive Logo Model? - **Seller:** [Hive.ai](https://www.g2.com/sellers/hive-ai) - **Year Founded:** 2013 - **HQ Location:** San Francisco, California - **Twitter:** @hive\_ai 4,857 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d349d6bc08a4d993325b5fd20cb288f2209e2cbddd6a8d7f9ed89c073a60d332&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fhiveai&secure%5Burl_type%5D=linkedin_company_website) 516 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 100% Small #### What Are Recent G2 Reviews of Hive Logo Model? **["Best and Endless Customizations"](https://www.g2.com/survey_responses/hive-logo-model-review-9622081)** **Rating:** 4.5/5.0 stars _— Mohd Obed k._ [Read full review](https://www.g2.com/survey_responses/hive-logo-model-review-9622081) ### [pixolution flow](https://www.g2.com/products/pixolution-flow/reviews) Pixolution Flow is an AI powered visual search engine, with custom training for specific image collections. #### Who Is the Company Behind pixolution flow? - **Seller:** [pixolution flow](https://www.g2.com/sellers/pixolution-flow) - **Year Founded:** 2009 - **HQ Location:** Berlin, DE - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b184fb68f0b7e1edda5a63c1e85feeaa0f40bf967238d6af2e47aba5f61c80d1&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fpixolution&secure%5Burl_type%5D=linkedin_company_website) 4 employees on LinkedIn® ### [Sterison Image Recognition](https://www.g2.com/products/sterison-image-recognition/reviews) AI Image Recognition The right solution for your success in retail execution! Our IR solution helps you better and quicker assess in-store execution to get a clear picture of the POS situation. Turn your shelf pictures into insights, and insights into action with Sterison’s AI Image Recognition Software. High Efficiency Inspection time per store is reduced from 8 min to 5 sec (efficiency increased by 99%) Real Data The system automatically calculates the quantity of goods and the proportion of display without manual counting errors No Backend Personnel Once the photo is uploaded, the system automatically checks whether the display is qualified. No manual review is needed. #### Who Is the Company Behind Sterison Image Recognition? - **Seller:** [Sterison Technology Private Limited](https://www.g2.com/sellers/sterison-technology-private-limited) - **Year Founded:** 2019 - **HQ Location:** Kanyakumari, IN - **Twitter:** @sterisonL 21 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=171329328984d350d874a7c456fd6dbce27efd2026449dac47e8d88cbb22dd14&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsterison-technology-private-limited%2F&secure%5Burl_type%5D=linkedin_company_website) 19 employees on LinkedIn® ### [Visionbot](https://www.g2.com/products/visionbot/reviews) Visionbot offers businesses get the most out of their visual content helping derive powerful insights and driving decision making. #### Who Is the Company Behind Visionbot? - **Seller:** [Visionbot](https://www.g2.com/sellers/visionbot) - **Year Founded:** 2018 - **HQ Location:** Bangalore, IN - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=5de54128ee3c1e50c811f5dcbd078af66cde8187dc7ecce9d94f6ab7b83beaa6&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fvision-bot&secure%5Burl_type%5D=linkedin_company_website) 6 employees on LinkedIn® ### [VIUME AI SaaS](https://www.g2.com/products/viume-ai-saas/reviews) Viume is an AI driven software for ecommerce platforms that brings the best selection of products and customers together through individualized recommendations. Leveraging on image recognition and self-adaptive algorithms, Viume accelerates business to be truly customer centric and predictive. #### Who Is the Company Behind VIUME AI SaaS? - **Seller:** [Viume](https://www.g2.com/sellers/viume) - **Year Founded:** 2017 - **HQ Location:** Barcelona, ES - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8e8619bd4d04d5e195b47a2f6bf73500ce3819789f412b4d2126c732a6e80524&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F27139023&secure%5Burl_type%5D=linkedin_company_website) 2 employees on LinkedIn® ### [Ximilar.com](https://www.g2.com/products/ximilar-com/reviews) Ximilar provides advanced solutions in the area of image processing and computer vision. We use techniques of AI and machine learning to deliver services like automated image categorization or tagging, object detection, face detection & recognition, reading texts from images, visual or similarity search, etc. We have several ready-to-use services and we are strong in semi-custom solutions for various industries. We have expertise, technologies, tools, processes and a team to deliver high-quality results in a short time. Our customers are mainly from the segments of e-commerce, manufacturing or bio-medicine and I would like to find out what we could do for you e.g. in automated quality control. #### Who Is the Company Behind Ximilar.com? - **Seller:** [Ximilar.com](https://www.g2.com/sellers/ximilar-com) - **Year Founded:** 2016 - **HQ Location:** Brno, CZ - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=27a6e611cc39555e1173e93c2a74afbe6e3a97d3b76ce41830d5eefe393781ba&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F18061674&secure%5Burl_type%5D=linkedin_company_website) 11 employees on LinkedIn® ### [Yoshiki Radar](https://www.g2.com/products/yoshiki-radar/reviews) Radar is perfect for anyone who is interested in knowing where their logos are on the web and how they are being used #### Who Is the Company Behind Yoshiki Radar? - **Seller:** [Yoshiki](https://www.g2.com/sellers/yoshiki) - **HQ Location:** N/A - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website) 1 employees on LinkedIn® Spotlight Categories [Customer Service Automation Software](https://www.g2.com/categories/customer-service-automation) [Integration Platform as a Service (iPaaS) Solutions](https://www.g2.com/categories/ipaas) [Zero Trust Networking Software](https://www.g2.com/categories/zero-trust-networking) [Online Community Management Software](https://www.g2.com/categories/online-community-management) [Employee Intranet Software](https://www.g2.com/categories/employee-intranet) Similar Categories - [Artificial Neural Network](/categories/artificial-neural-network) - [Voice Recognition](/categories/voice-recognition) Below are the top-rated Image Recognition Software with Retail capabilities, as verified by G2’s Research team. Real users have identified Retail as an important function of Image Recognition Software. Compare different products that offer this feature so you can decide which is best for your business needs. Show More