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Image Recognition

Image Recognition Software

Last updated: February 2026

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Free(4)

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Mac(7)

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Canto

4.5

(680)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

Cloud-based digital asset management platform

Canto is the industry-leading digital asset management (DAM) platform that helps organizations centralize, manage, and distribute their digital content. Canto's powerful search and collaboration features enable teams to quickly find, share, and work with their assets, streamlining workflows and accelerating time to market. With countless integrations, Canto seamlessly connects to the tools your team already uses.

Read more about Canto

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Brandwatch

4.2

(235)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

Social media and reputation management platform

Brandwatch is a comprehensive social intelligence suite that combines advanced analytics and artificial intelligence to help businesses understand consumer behavior across digital platforms. The platform offers deep consumer intelligence capabilities that enable organizations to monitor brand perception, track market trends, and analyze consumer sentiment across more than one hundred million online sources.

Read more about Brandwatch

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Repsly

4.4

(134)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

The Future of Retail Execution Starts Here.

Repsly’s AI-powered ShelfScan turns shelf photos into fast, accurate insights. Save time on audits with 98% product recognition, track on-shelf availability, planogram compliance, and reduce execution gaps to boost sales—all through easy image capture in the app.

Read more about Repsly

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YOOBIC

4.3

(68)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

The digital workplace for your frontline teams

The leading AI-powered retail operations platform helping global brands drive operational excellence and performance.

Read more about YOOBIC

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V7 Darwin

4.3

(9)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

Power Your AI Workflows with V7 Labs

V7 Labs is the AI data engine that helps you label data 10x faster. It offers an API to power your AI products and enables seamless workflows between AI and human annotation. Achieve 99% AI accuracy, fix data errors, and supercharge your labeling tasks with V7 Labs.

Read more about V7 Darwin

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SuperAnnotate

5.0

(2)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

Supercharge Your AI with SuperAnnotate

SuperAnnotate's image annotation tool is designed to accelerate annotation processes. Supporting various image formats, it caters to all industries and use cases. From object detection to pose estimation, segmentation, and classification, SuperAnnotate empowers users to annotate images efficiently and accurately.

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ShelfWatch

4.3

(3)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

FMCG/CPG company solution to optimize in-store execution

ParallelDots ShelfWatch is a leading image recognition AI solution company for FMCG/CPG companies and retailers, helping them optimize their in-store execution and maximize their sales. It has a proven model to deliver higher ROI. It analyzes retail audit data and gives an overview of your in-store.

Read more about ShelfWatch

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Amazon Rekognition

4.5

(2)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

ML-powered image and video analysis

Amazon Rekognition is a video and image analysis solution that utilizes pre-trained and customizable computer vision capabilities to extract data from videos and images.

Read more about Amazon Rekognition

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Label Studio Enterprise

4.0

(2)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

Data-centric AI with HumanSignal

HumanSignal offers a comprehensive data labeling platform trusted by over 250,000 data scientists and annotators. With advanced automation and human supervision, it enables businesses to fine-tune AI models, curate high-impact data, accelerate labeling tasks, and improve data quality and model performance. Unlock the full potential of data-centric AI with HumanSignal.

Read more about Label Studio Enterprise

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Kili

5.0

(1)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

Training data platform for enterprise AI

Kili is a training data platform designed to help businesses in banking, manufacturing, and healthcare industries streamline the entire training process for artificial intelligence (AI) and machine learning models, from connecting with raw data sources to preparing models, processing information, and training. The platform enables organizations to handle multiple machine learning projects and process videos, images, text, and other types of data.

Read more about Kili

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Miros

(0)

Cloud-based visual search solution for retailers.

Miros offers a cloud-based visual search solution that helps eCommerce businesses streamline product discovery via artificial intelligence (AI) technology. It offers a tagless discovery function that utilizes advanced visual and semantic search algorithms to understand product photos and unstructured metadata, eliminating the requirement for extensive tagging.

Read more about Miros

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Google Vision AI

(0)

Unlock the Power of Visual Data with Google Vision AI

Google Cloud Vision is an innovative solution that enables computers to comprehend and analyze visual data like never before. With powerful AI algorithms and APIs, it offers a wide range of capabilities such as image recognition, document understanding, and object detection. Businesses can automate processes, improve decision-making, and gain actionable insights from images, documents, and videos.

Read more about Google Vision AI

Users also considered

Labelbox

(0)

Data factory for Generative AI

Labelbox is the data factory for AI labs and AI-powered enterprises advancing generative AI. Labelbox provides high-quality, differentiated data combining on-demand expert labeling services with our industry-leading data labeling platform.

Read more about Labelbox

Users also considered

Carmen Cloud

(0)

Cloud-based license plate recognition for any business need

Carmen Cloud delivers real-time license plate recognition via a cloud-based API. It supports several countries, integrates with parking, security, and traffic systems, and ensures data privacy with state-of-the-art encryption.

Read more about Carmen Cloud

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Imagga

(0)

Image recognition API platform for businesses

Imagga is a cloud-based and on-premise image recognition API platform, which assists businesses across industries such as media, retail, & IT with building image recognition applications. Key features include object localization, custom filters, color extraction, and digital asset management.

Read more about Imagga

Users also considered

Store360

(0)

AI-enabled image recognition & retail execution software

Store360 is a retail execution software that uses AI image recognition technology to analyze shelf photos taken by field representatives. The mobile application identifies products at the SKU level, flags compliance issues such as missed products and pricing errors, and provides feedback for in-store corrections.

Read more about Store360

Users also considered

Popular image recognition comparisons

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Digital Asset Management

Brand Management

Artificial Intelligence

Machine Learning

Retail Execution

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