---
description: Discover and compare Image Recognition Applications & Tools for Mac. Capterra is a free interactive tool that lets you quickly narrow down your software selection, contact multiple vendors, and compare platforms for your business.
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title: Image Recognition for Mac - Price comparison & Reviews - Capterra Singapore 2026
---

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# Image Recognition

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> Image Recognition employs artificial intelligence to assist users with understanding, analyzing, and interpreting the content and context of images. This type of software allows users to identify and categorize objects, scenes, text, and other visual elements within images.

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## Products

1. [Canto](https://www.capterra.com.sg/software/32191/canto) — 4.5/5 (686 reviews) — Canto is a digital asset management software that helps organizations centralize, organize, and share digital assets.
2. [Brandwatch](https://www.capterra.com.sg/software/157048/brandwatch) — 4.2/5 (255 reviews) — Social media software that enables businesses to engage customers through analytics, AI insights, and collaborative content.
3. [Repsly](https://www.capterra.com.sg/software/171805/repsly) — 4.4/5 (134 reviews) — Capture shelf photos, get instant AI insights, and ensure retail compliance with Repsly’s AI Image Recognition ShelfScan technology.
4. [YOOBIC](https://www.capterra.com.sg/software/155223/yoobic) — 4.3/5 (68 reviews) — The leading AI-powered retail operations platform helping global brands drive operational excellence and performance.
5. [Claude](https://www.capterra.com.sg/software/1051542/claude) — 4.4/5 (61 reviews) — Anthropic's flagship product is Claude, an advanced AI assistant designed to handle tasks of any scale.
6. [MIPAR](https://www.capterra.com.sg/software/181408/mipar) — 4.5/5 (46 reviews) — Versatile image analysis solution with easy to use tools that allow any user the ability to create advanced segmentation algorithms
7. [Bizom](https://www.capterra.com.sg/software/146321/bizom) — 4.6/5 (11 reviews) — A unified platform that brings every route-to-market function together, where intelligence flows across sales, distribution, and retail
8. [FieldAssist](https://www.capterra.com.sg/software/157892/fieldassist) — 4.3/5 (3 reviews) — FieldAssist helps FMCG \& CPG brands streamline sales, optimize RTM, and enhance on-field execution with smart automation.
9. [SuperAnnotate](https://www.capterra.com.sg/software/206267/superannotate) — 5.0/5 (2 reviews) — Cloud-based AI data platform for labeling, curating, and managing training data across image, video, audio, LiDAR, text, and LLM.
10. [RAIC](https://www.capterra.com.sg/software/1058864/raic) — 4.0/5 (1 reviews) — Cloud-based AI-powered tool that helps users gain insights from raw unstructured data, images, videos and more from a unified platform.
11. [Luxand.cloud](https://www.capterra.com.sg/software/1060659/luxand-cloud) — 5.0/5 (1 reviews) — Cloud-based facial recognition API that lets users recognize human faces, identify tagged people in images, and more.
12. [Imagga](https://www.capterra.com.sg/software/167237/auto-tagging-api) (0 reviews) — Image Recognition API featuring auto-tagging \& categorization, face recognition, visual search, content moderation \& custom training.
13. [VizSeek](https://www.capterra.com.sg/software/181025/vizseek) (0 reviews) — Visual search for industry, engineering, manufacturing and aftermarket; no Capterra reviews available due to client confidentiality.
14. [pixolution](https://www.capterra.com.sg/software/181023/pixolution) (0 reviews) — Self-hosted AI image search \& custom AI solutions.
15. [Luxand FaceSDK](https://www.capterra.com.sg/software/210320/luxand-facesdk) (0 reviews) — Face recognition tool for developers that detects facial features, creates 3D models, avatars and augmented reality facial filters.
16. [Partium](https://www.capterra.com.sg/software/213285/partium) (0 reviews) — With Partium, users can find spare parts in catalogs, portals \& webshops faster, easier, and more conveniently.
17. [FaceMRI](https://www.capterra.com.sg/software/1037395/facemri) (0 reviews) — Face Recognition Search platform on Mac and PC. Create attendance (age, race, gender) reports from videos. Smart Crowd Analytics.
18. [VisualSearch Pro](https://www.capterra.com.sg/software/1061221/visualsearch-pro) (0 reviews) — VisualSearch Pro by Canto is an advanced AI-powered search tool for digital asset management.
19. [Store360](https://www.capterra.com.sg/software/1077658/Store360) (0 reviews) — Store360 retail software tracks planogram compliance, pricing, and promotions in real time to enhance shelf performance.
20. [Eyematch.ai](https://www.capterra.com.sg/software/1086309/Eyematch-ai) (0 reviews) — Cloud-based and AI-enabled facial recognition software that enables users to search for and find their photos across the internet.
21. [Flynh AI](https://www.capterra.com.sg/software/1086774/Flynh-AI) (0 reviews) — Flynh Ai is AI software that automates IT support, sales, and collaboration to reduce costs and solve issues around the clock.
22. [Scematics](https://www.capterra.com.sg/software/1088320/Scematics) (0 reviews) — Scematics is a self-serve annotation platform for efficiently labeling, reviewing, and managing image and video data.
23. [Cloudface AI](https://www.capterra.com.sg/software/1091445/Cloudface-AI) (0 reviews) — Cloudface Ai organizes photos by recognizing faces in Google Drive images or form Local Upload while ensuring user privacy.
24. [NeoSatoshi](https://www.capterra.com.sg/software/1098337/NeoSatoshi) (0 reviews) — NeoSatoshi is an AI card detection software that helps Pokémon card sellers convert photos into marketplace-ready listings.
25. [Face Shape Analysis](https://www.capterra.com.sg/software/1100542/Face-Shape-Analysis) (0 reviews) — Face Shape Analysis is AI software that identifies face shapes and provides styling tips for hairstyles, glasses, and makeup.

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## Related Categories

- [Field Sales Software](https://www.capterra.com.sg/directory/33395/field-sales/software)
- [Artificial Intelligence (AI) Software](https://www.capterra.com.sg/directory/30938/artificial-intelligence/software)
- [Sales Force Automation Software](https://www.capterra.com.sg/directory/12/sales-force-automation/software)
- [Inventory Control Software](https://www.capterra.com.sg/directory/30106/inventory-control/software)
- [Facial Recognition](https://www.capterra.com.sg/directory/34500/facial-recognition-software/software)

## Links

- [View on Capterra](https://www.capterra.com.sg/directory/31600/image-recognition/software)
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Imagga Image Recognition API features auto-tagging, auto-categorization, face recognition, visual search, content moderation, auto-cropping, color extraction, custom training and ready-to-use models. Available in the Cloud and on On-Premise. It is currently deployed in leading digital asset management solutions and personal cloud platforms and consumer facing apps.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/9fa1f776-b73e-4acc-87ba-e63c83601d37.png","url":"https://www.capterra.com.sg/software/167237/auto-tagging-api","@type":"ListItem"},{"name":"VizSeek","position":13,"description":"VizSeek is visual search for industry: design, engineering, duplicate part search, purchasing, MRO and aftermarket sales. VizSeek finds engineering drawings with a photo, pdf or even a hand-sketch. So, VizSeek locates a photo, pdf, 2D or 3D drawing, even Office documents using shape (or shape + text) as input. The time savings for large companies can be in the tens of thousands of work-hours a year. You can even use VizSeek to compare engineering drawings and instantly know how they differ.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/2bb661f8-ad30-4d2f-bae0-a488b0e0b9c9.png","url":"https://www.capterra.com.sg/software/181025/vizseek","@type":"ListItem"},{"name":"pixolution","position":14,"description":"Incorporate pixolution Flow seamlessly into your processes, applications, or websites. Effortlessly search through your images visually or by color, and identify duplicate content in your image collection.\n\nIf you're looking to automate processes with AI, we can tailor a custom AI solution for you.\n\nOur expertise lies in turning data into actions, thereby boosting workflow efficiency and productivity. Specializing in Visual AI and generative AI, as well as process automation and the extraction of information from unstructured data, we construct scalable systems designed to drive mission-critical workflows.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/4d1b29fa-f8af-4a4c-bd00-23c4615037af.png","url":"https://www.capterra.com.sg/software/181023/pixolution","@type":"ListItem"},{"name":"Luxand FaceSDK","position":15,"description":"Face recognition tool for developers that detects facial features, creates 3D models, avatars and augmented reality facial filters.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/677d222b-ee38-479d-bbfd-5af1f92f0932.png","url":"https://www.capterra.com.sg/software/210320/luxand-facesdk","@type":"ListItem"},{"name":"Partium","position":16,"description":"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.\n\nOur 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.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/3baf8c48-dfb1-4e4d-89fa-4dcd898a7f1b.jpeg","url":"https://www.capterra.com.sg/software/213285/partium","@type":"ListItem"},{"name":"FaceMRI","position":17,"description":"FaceMRI is most advanced Face Recognition Search Engine for Mac and PC.\nFaceMRI has a suite of Face Recognition software that can categorize Faces into Gender ( male, female, nonbinary), Age bracket, Age years and Race.\n\nCreate attendance charts and analytics.\n\nFaces can be extracted via\n+ importing images\n+ importing videos\n+ web search ( FB, LinkedIn, Instagram)\n+ import folders\n+ webcam and IP cameras\n+ IOT and security Cameras.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/3a6fb552-46cc-456b-b0c8-5ab35f3a91a2.png","url":"https://www.capterra.com.sg/software/1037395/facemri","@type":"ListItem"},{"name":"VisualSearch Pro","position":18,"description":"VisualSearch Pro by Canto is an advanced AI-powered search tool for digital asset management. Leveraging natural language processing, this innovative solution eliminates the need for metadata when searching for image or video assets within your DAM or MAM. With VisualSearch Pro, users can effortlessly find the visuals they need, even if they have never been tagged or captioned. This boosts asset discoverability, enhances content workflows, and increases asset reuse, ultimately improving the ROI and value of your media assets. Revolutionize your DAM or MAM with VisualSearch Pro and experience the power of AI-driven visual search.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/dea96383-dc66-43ec-83d9-954da9cf9647.jpeg","url":"https://www.capterra.com.sg/software/1061221/visualsearch-pro","@type":"ListItem"},{"name":"Store360","position":19,"description":"Execution Tracking is retail software that monitors store-level product data in real-time. The system tracks perfect store initiatives, planogram compliance, price audits, and promotion execution across retail locations. Execution Tracking measures on-shelf availability, share of shelf, product positioning, and out-of-stock situations while calculating missed sales opportunities by combining shelf data with point-of-sale information. The software validates product assortment and placement in retail environments. Execution Tracking captures product prices, recognizes various types of promotions, and extracts text information from menus using optical character recognition technology. The system processes this retail data to create space-to-sales metrics and analyzes distribution of core and innovation items. Execution Tracking allows businesses to monitor planogram compliance and track price tags, multi-price values, price locations, special characters, colors, and fonts.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/0c0264cc-9fcb-4d1a-a56f-afc8dfcd4ba1.png","url":"https://www.capterra.com.sg/software/1077658/Store360","@type":"ListItem"},{"name":"Eyematch.ai","position":20,"description":"Eyematch.ai is a cloud-based and AI-enabled facial recognition software designed to locate photos online. It scans databases to find matches for uploaded face images, analyzing features, shapes, and patterns to detect faces under various conditions. Optimized for AI-powered searches, Eyematch.ai assists with identifying where a face appears online after a photo is uploaded. It supports image copyright and privacy protection, ensuring photos are never stored or shared. The software compares facial features from uploaded photos to those available online. Algorithms analyze shapes and patterns to detect faces and display relevant results. The search process begins immediately after image upload.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/51ef145b-ab5f-406c-916d-da40e4fbbbc7.jpg","url":"https://www.capterra.com.sg/software/1086309/Eyematch-ai","@type":"ListItem"},{"name":"Flynh AI","position":21,"description":"Flynh AI is an operations platform that automates IT support, customer relationship management, and team collaboration through artificial intelligence. The software handles incident resolution, lead management, and customer support tasks. The AI chat feature delivers instant responses to IT issues around the clock. Automated task handling addresses password resets and software troubleshooting. The platform includes multi-team support, admin controls, and audit logs. SOC 2 certification addresses compliance and security requirements. The interface facilitates system integration and adoption, with agents becoming productive within days. The software automates routine tasks, allowing teams to concentrate on strategic work while supporting scalability.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/1ea7c890-ba68-482f-b2bd-cba3c3204fbf.jpg","url":"https://www.capterra.com.sg/software/1086774/Flynh-AI","@type":"ListItem"},{"name":"Scematics","position":22,"description":"Scematics is a self-serve annotation and review platform designed to help teams efficiently work with visual data. It enables high-precision annotation for images and videos, supporting use cases across AI, computer vision, and inspection workflows.\n\nThe platform offers intuitive tools for labeling, and managing annotations, along with smooth zoom and pan for handling high-density frames. \n\nScematics also includes flexible workflows, customizable labels, and structured project management to organize and scale annotation tasks. Its tagging and filtering capabilities make it easy to find and manage assets quickly.\n\nWhether for training machine learning models or conducting detailed inspections, Scematics provides a reliable and efficient solution for modern data annotation needs.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/a6dcf683-7169-4083-9d95-9d9ccd467522.jpg","url":"https://www.capterra.com.sg/software/1088320/Scematics","@type":"ListItem"},{"name":"Cloudface AI","position":23,"description":"Cloudface Ai is face recognition and photo organization software designed for Google Drive and Local Upload. The software uses facial recognition technology to identify faces in photos regardless of quality, lighting, or angle, enabling users to locate specific individuals within large photo collections. Processing occurs locally on the user's device, which means images remain in Google Drive and do not transfer to external servers. Rather than storing photos, the software generates encrypted face embeddings that are saved in Google Drive to maintain privacy and security. Cloudface Ai processes thousands of photos within minutes through optimized algorithms and offers a web interface that functions across multiple devices. The software integrates with Google Drive, supports offline mode, and complies with GDPR regulations. These capabilities provide users with control over their data while managing photo collections through AI-powered facial recognition technology.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/6c4a869b-0862-4d65-a596-a9e24ea57e3a.jpg","url":"https://www.capterra.com.sg/software/1091445/Cloudface-AI","@type":"ListItem"},{"name":"NeoSatoshi","position":24,"description":"NeoSatoshi is inventory management software for Pokémon card sellers that converts card photos into structured listing data. Using AI, it identifies cards and extracts details such as name, set, number, and finish type. Users upload single or multi-card images, and the system processes each card through automated detection. Results are displayed in a table for review, with options to select alternative matches. The software supports exports to TCGPowerTools, Cardmarket, eBay, and Shopify, enabling marketplace-ready files or direct listings. NeoSatoshi fully supports English and German cards, with partial support for Italian, Spanish, and French. It recognizes standard cards, Reverse-Holo finishes, and special variants. A sales analytics dashboard tracks revenue, orders, and platform performance.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/a4ce6c78-872d-437e-b2ae-0c84c2aceea2.png","url":"https://www.capterra.com.sg/software/1098337/NeoSatoshi","@type":"ListItem"},{"name":"Face Shape Analysis","position":25,"description":"Face Shape Analysis is AI software that identifies facial geometry and classifies faces into seven shapes: oval, round, square, heart, diamond, triangle, and oblong. The software uses deep learning and facial landmark detection to analyze features like forehead width, cheekbone prominence, jawline angles, and length-to-width ratios. Images are processed locally in the browser without storing or transmitting data. The software generates reports with face shape classification, confidence scores, measurements, and recommendations for hairstyles, eyewear, makeup, and accessories. Reports include hairstyle suggestions to balance proportions, eyewear styles for facial harmony, and celebrity matches for styling inspiration. Results are delivered instantly without requiring an account. Each analysis includes a shareable link. The software is compatible with mobile and desktop browsers and supports photo uploads and selfies.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/f46fb0c4-0080-480f-8e7f-c4e120f9cb52.jpeg","url":"https://www.capterra.com.sg/software/1100542/Face-Shape-Analysis","@type":"ListItem"}],"numberOfItems":25}
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