Best Image Recognition Software
Image recognition software, or computer vision, allows applications to understand images or videos. This software takes images as input, and a computer vision algorithm provides an output, such as a label or bounding box.
Some other aspects of image recognition include image restoration, object recognition, and scene reconstruction. These capabilities are typically embedded inside intelligent applications.
Image recognition software can be used by data scientists to train image recognition models, as well as by developers looking to add image recognition features to other software. The type of user would determine the format in which this software is accessed, whether that be via a machine learning library or framework, an API or SDK, or an end-to-end platform.
This type of software should be distinguished from related forms of software. For example, although data science and machine learning platforms frequently provide tools for training computer vision models, they are broadly focused and not solely geared toward image recognition.
In addition, while image recognition is technically a form of machine learning (ML), the machine learning category is focused on tools, such as software, APIs, SDKs, and frameworks, that provide other ML capabilities like recommendation engines and pattern recognition. Further, software that is specifically designed for the recognition of text can be found in the optical character recognition (OCR) category.
Although many image recognition solutions are multipurpose and allow for the recognition of various types of images and objects, some have particular focuses.
These focuses include logo detection, facial recognition, object detection, and explicit content detection. In addition, some of these products can only handle image files, while others can handle videos as well.
Finally, while most of these tools work in the cloud (i.e., one must send the image to the cloud to be processed), some provide the ability for image processing on the edge or on the device.
To qualify for inclusion in the Image Recognition category, a product must:
Best Image Recognition Software At A Glance
G2 takes pride in showing unbiased reviews on user satisfaction in our ratings and reports. We do not allow paid placements in any of our ratings, rankings, or reports. Learn about our scoring methodologies.
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
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
- Software Engineer
- Information Technology and Services
- Computer Software
- 51% Small-Business
- 25% Enterprise
32,750,646 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Derive insights from your images in the cloud or at the edge with AutoML Vision or use pre-trained Vision API models to detect emotion, understand text, and more.
- 67% Small-Business
- 27% Enterprise
32,750,646 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
SmartClick is a full-service software provider delivering Artificial Intelligence and Machine Learning solutions for Enterprises.
- 67% Small-Business
- 20% Enterprise
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
NIST FRVT Top Ranked Face Recognition, iBeta 2 Certified Liveness Detection Engine on Mobile. MiniAiLive is a provider of Touchless Biometrics Authentication, ID verification solutions. We offer stron
- 92% Small-Business
- 8% Mid-Market
21 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Amazon Rekognition makes it easy to add image and video analysis to your applications. It can identify the objects, people, text, scenes, and activities, or any inappropriate content from an image or
- Information Technology and Services
- 39% Small-Business
- 32% Enterprise
2,229,471 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Advanced Facial Search and Recognition API. Luxand.Cloud stands at the forefront of facial recognition technology, crafting a future where security seamlessly intertwines with innovation. With preci
- 90% Mid-Market
- 10% Small-Business
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Gesture Recognition Toolkit (GRT) is a cross-platform, open-source, C++ machine learning library designed for real-time gesture recognition.
- 60% Small-Business
- 20% Mid-Market
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Build AI applications responsibly with Azure AI Content Safety Azure AI Content Safety is a safety system for monitoring content generated by both foundation models and humans. Detect and block potent
- 45% Enterprise
- 45% Small-Business
14,002,464 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
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 o
- Computer Software
- Information Technology and Services
- 59% Small-Business
- 27% Mid-Market
10,913 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Roboflow has everything you need to build and deploy computer vision applications. Over 1,000,000 users from businesses of every size — from startups to public companies — use the company's end-to-
- Computer Software
- 83% Small-Business
- 8% Enterprise
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
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
- Retail
- Apparel & Fashion
- 41% Enterprise
- 38% Mid-Market
712 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Dataloop is a cutting-edge AI Development Platform that's transforming the way organizations build AI applications. Our platform is meticulously crafted to cater to developers at the heart of the AI d
- Computer Software
- Information Technology and Services
- 39% Mid-Market
- 32% Small-Business
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Nyckel makes it easy to auto-label images and text using AI. We say ‘easy’ because trying to do classification through complex “we-do-it-all” AI/ML tools is hard. Especially if you’re not a machine le
- 36% Small-Business
- 36% Enterprise
80 Twitter followers
- Overview
- User Satisfaction
- Seller Details
Microsoft Computer Vision API is a cloud-based API tool that provides developers with access to advanced algorithms for processing images and returning informatio, by uploading an image or specifying
- Hospital & Health Care
- 47% Small-Business
- 30% Mid-Market
14,002,464 Twitter followers
- Overview
- User Satisfaction
- Seller Details
Azure Custom Vision Service is a tool for building custom image classifiers, and for making them better over time. This service enables you to identify your own objects and things in images.
- 50% Mid-Market
- 33% Small-Business
14,002,464 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
NoahFace provides highly configurable software solutions that transform iPads and smartphones into the most flexible, scalable, and dependable clocking platform on earth. Fast, reliable, and accurate,
- 50% Mid-Market
- 45% Small-Business
- Overview
- User Satisfaction
- Seller Details
scikit-image is a collection of algorithms for image processing.
- 38% Enterprise
- 31% Mid-Market
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Azure Face API uses state-of-the-art cloud-based face algorithms to detect and recognize human faces in images.Its capabilities include features like face detection, face verification, and face groupi
- Computer Software
- 67% Small-Business
- 17% Enterprise
14,002,464 Twitter followers
- Overview
- User Satisfaction
- Seller Details
Microsoft Video API is a cloud-based API that provides advanced algorithms for tracking faces, detecting motion, stabilizing and creating thumbnails from video, it allows user to build more personaliz
- 57% Small-Business
- 21% Enterprise
14,002,464 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
The engine that powers your Face AI ambitions via Facial Landmark Tracking, Face Analysis, Eye Gaze Estimation, Data Labeling & Annotation Tools, Consented Human Face Data, Synthetic Data Generati
- 54% Small-Business
- 38% Mid-Market
805 Twitter followers
- Overview
- User Satisfaction
- Seller Details
Vue.ai — Your AI Orchestration Platform 1. The efficient movement of clean, multi-modal, AI-enriched datasets that grow and change with time, are connected to multiple applications with no divergence
- Apparel & Fashion
- Retail
- 41% Mid-Market
- 29% Enterprise
13,290 Twitter followers
- Overview
- User Satisfaction
- Seller Details
OpenCV is a tool that has has C++, C, Python and Java interfaces and supports Windows, Linux, Mac OS, iOS and Android for computational efficiency and with a strong focus on real-time applications, wr
- Computer Software
- Information Technology and Services
- 36% Small-Business
- 31% Enterprise
11,769 Twitter followers
- Overview
- User Satisfaction
- Seller Details
NVIDIA Deep Learning GPU Training System (DIGITS) deep learning for data science and research to quickly design deep neural network (DNN) for image classification and object detection tasks using real
- Computer Software
- 52% Small-Business
- 35% Mid-Market
2,363,899 Twitter followers
- Overview
- User Satisfaction
- Seller Details
SimpleCV is an open source framework for building computer vision applications, user can get access to several high-powered computer vision libraries such as OpenCV without having to learn about bit d
- Computer Software
- 50% Mid-Market
- 40% Small-Business
1,144 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Capsolver‘s automatic captcha solver offers the most affordable and quick captcha-solving solution. You may rapidly combine it with your program using its simple integration option to achieve the best
- 93% Small-Business
- 7% Mid-Market
1,341 Twitter followers
- Overview
- User Satisfaction
- Seller Details
And this is where Google's deep dream ideas originate. With simple words you give to an AI program a couple of images and let it know what those images contain ( what objects - dogs, cats, mountains,
- 54% Small-Business
- 23% Enterprise
32,750,646 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
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 ma
- Food & Beverages
- Consumer Goods
- 35% Enterprise
- 35% Mid-Market
2,030 Twitter followers
- Overview
- User Satisfaction
- Seller Details
DeepPy is a MIT licensed deep learning framework that tries to add a touch of zen to deep learning as it allows for Pythonic programming based on NumPy's ndarray,has a small and easily extensible code
- Computer Software
- 67% Small-Business
- 17% Enterprise
675 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Let your users search the Internet by face! Integrate FaceCheck facial search seamlessly with your app, website or software platform. FaceCheck's REST API is hassle-free and easy to use.
- 78% Small-Business
- 11% Enterprise
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Vizit is a groundbreaking predictive image analytics platform that uses artificial intelligence to measure, manage, and optimize the effectiveness of brand imagery. Ideal for ecommerce, research, and
- 78% Enterprise
- 22% Small-Business
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Luxand FaceSDK is a cutting-edge, cross-platform software development kit designed to deliver high-performance face recognition, identification, and facial feature detection. Perfect for software deve
- 80% Small-Business
- 20% Mid-Market
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
CCV is a open source/cross-platform solution for blob tracking with computer vision. that can interface with various web cameras and video devices as well as connect to various TUIO/OSC/XML enabled ap
- 86% Small-Business
- 14% Mid-Market
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Encord is the multimodal data management platform for AI. With Encord, AI teams can easily manage, curate, and label images, videos, audio, documents, text, and DICOM files on one unified platform whi
- Computer Software
- Hospital & Health Care
- 51% Small-Business
- 41% Mid-Market
622 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Kili Technology is a comprehensive labeling tool where you can label your training data fast, find and fix issues in your dataset, and simplify your labeling operations. Kili Technology dramatically a
- Information Technology and Services
- Computer Software
- 39% Mid-Market
- 37% Small-Business
442 Twitter followers
- Overview
- User Satisfaction
- Seller Details
Face++ provides APIs and SDKs for facial recognition.
- 50% Enterprise
- 33% Mid-Market
834 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Multi-sensor labeling platform for robotics and autonomous driving. Segments.ai is a fast and accurate data labeling platform for multi-sensor data annotation. You can obtain segmentation labels, vec
- Research
- 95% Small-Business
- 5% Mid-Market
477 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Video AI enables powerful content discovery and engaging video experiences.
- 38% Small-Business
- 8% Mid-Market
32,750,646 Twitter followers
- Overview
- User Satisfaction
- Seller Details
Pixyle’s image recognition software detects fashion items in images. We make visual content shoppable. It's accurate, powerful and integrates seamlessly with any tech stack. We help fashion retailers
- Apparel & Fashion
- 69% Small-Business
- 15% Enterprise
65 Twitter followers
- Overview
- User Satisfaction
- Seller Details
Allows you to implement image recognition technology within your web or mobile applications.
- 60% Mid-Market
- 40% Small-Business
- Overview
- User Satisfaction
- Seller Details
At Zippin, we help retailers reimagine their shopper experience by removing the friction of in-store shopping. We eliminate the checkout to give shoppers their time back and help retailers run their s
- 80% Small-Business
- 13% Mid-Market
552 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Alibaba Cloud Image Search is an intelligent image search service that helps users find similar or identical images. Based on machine learning and deep learning, the product enables end-users to take
- 75% Small-Business
- 25% Mid-Market
- Overview
- User Satisfaction
- Seller Details
Anyline makes data capture simple, giving you the power to read, interpret and process visual information on mobile devices, websites and embedded cameras. With a large focus on the automotive and aut
- 50% Small-Business
- 25% Enterprise
1,128 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
LTU Engine offers cutting-edge pixel based image functionalities to search and make sense of visuals.
- 75% Small-Business
- 25% Mid-Market
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
WiZR is disrupting the video surveillance and analytics market utilizing industry-leading AI and IoT integration in a highly innovative and scalable platform.
- 100% Small-Business
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Chooch makes cameras intelligent. The Chooch AI Vision platform combines the power of Generative AI and Computer Vision technology to help businesses gain real-time actionable insights from their vide
- 67% Small-Business
- 33% Mid-Market
1,760 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Claude is AI for all of us. Whether you're brainstorming alone or building with a team of thousands, Claude is here to help.
- Marketing and Advertising
- Computer Software
- 71% Small-Business
- 20% Mid-Market
574,848 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
CVEDIA develops robust and resilient computer vision algorithms using synthetic data. Our synthetic algorithms are developed in 2-4 weeks for scenarios where data collection isn't viable. CVEDIA is th
- 100% Mid-Market
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Image Processing is a tool that deals with array2d objects that contain various kinds of pixels or user defined generic image objects.
- 100% Small-Business
- Overview
- User Satisfaction
- Seller Details
Automate Analytics With Deep Learning For Faster, More Accurate Results The ENVI® Deep Learning module (formerly MEGA) removes the barriers to performing deep learning with geospatial data and is cur
- 67% Small-Business
- 33% Mid-Market
7,784 Twitter followers
- Overview
- User Satisfaction
- Seller Details
Nilearn is a Python module for fast and easy statistical learning on NeuroImaging data that leverages the scikit-learn Python toolbox for multivariate statistics with applications such as predictive m
- 67% Enterprise
- 33% Small-Business
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
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 o
- 75% Mid-Market
- 25% Small-Business
2,126 Twitter followers
- Overview
- User Satisfaction
- Seller Details
SentiSight.ai is a web-based platform that can be used for image labeling and for developing AI-based image recognition applications. It has two major goals: the first is to make the image annotation
- 67% Small-Business
274 Twitter followers
- Overview
- User Satisfaction
- Seller Details
TextIn offers 6 powerful AI tools designed to tackle your everyday needs. · General Content Recognition: Extract text from documents, images, even PDFs · ID & Certificate Recognition: Simplify ve
- Higher Education
- Information Technology and Services
- 48% Small-Business
- 33% Mid-Market
228 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Vize.ai AI is custom image recognition and classification API, designed to allow developers and businesses to analyze image data.
- 67% Small-Business
- 33% Mid-Market
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
AForge.MachineLearning is a namespace that contains interfaces and classes for different algorithms of machine learning.
- 50% Enterprise
- 50% Mid-Market
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Ascender AI LLC was founded in 2019 by a visionary research scientist and two well established AI entrepreneurs. Braddock Gaskill, the CEO, has over 25 years of experience in AI and machine learning.
- 100% Mid-Market
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Azure AI Video Indexer is a cloud and edge video analytics service that uses AI to extract actionable insights from stored videos. Enhance ad insertion, digital asset management, and media libraries b
- 100% Small-Business
14,002,464 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
CraftAR by Catchoom is an image recognition and augmented reality platform for mobile and web applications.
- 50% Small-Business
- 50% Mid-Market
2,126 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
DagsHub is a platform that allows you to easily create high-quality datasets for better model performance A single AI platform to curate vision, audio, and document data - automate labeling workflo
- Computer Software
- 50% Small-Business
- 43% Mid-Market
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Eblearn is an object-oriented C++ library that implements various machine learning models, including energy-based learning, gradient-based learning for machine composed of multiple heterogeneous modul
- 100% Mid-Market
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
The Face Recognition SDK is designed to be efficient, using low memory and delivering high performance. This solution stands for face recognition, facial recognition, face liveness check, spoofing pr
- 100% Small-Business
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Kibsi is a radically new way to develop, deploy, and manage vision-enabled solutions at scale. Our cloud-native, low-code platform democratizes computer vision, allowing you to focus on your business
- 50% Mid-Market
- 50% Enterprise
36 Twitter followers
- Overview
- User Satisfaction
- Seller Details
MobileEngine makes it easy for you to add image recognition to your app. You provide a reference database of images (e.g. artwork, consumer packaged goods, book covers, catalog pages, etc.) and when y
- 50% Small-Business
- 50% Mid-Market
7,776 Twitter followers
- Overview
- User Satisfaction
- Seller Details
muse.ai is a video search platform that enables anyone to quickly find particular moments in large amounts videos. It is also a complete video storage and streaming platform that allows users to embed
- 87% Small-Business
1,020 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Plainsight is the leader in proven vision AI. Providing the unique combination of AI strategy, a vision AI platform, and deep learning expertise, Plainsight develops, implements, and oversees transfor
- 80% Small-Business
- 20% Mid-Market
1,521 Twitter followers
- Overview
- User Satisfaction
- Seller Details
The VizSeek visual search engine lets you find products, parts, and drawings in your database using a photo or even a hand-sketch.
- 50% Mid-Market
- 50% Small-Business
49 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
VLFeat is an open source library that implements popular computer vision algorithms specializing in image understanding and local features extraction and matching, it include Fisher Vector, VLAD, SIFT
- 100% Mid-Market
- Overview
- User Satisfaction
- Seller Details
brighter AI provides anonymization solutions based on state-of-the-art deep learning technology to protect every identity in public. We develop game-changing image and video anonymization software to
- Information Technology and Services
- 50% Small-Business
- 27% Mid-Market
646 Twitter followers
- Overview
- User Satisfaction
- Seller Details
Cloudsight is an image recognition API providing true understanding for your digital media.
- 100% Mid-Market
225 Twitter followers
- Overview
- User Satisfaction
- Seller Details
CompreFace is a free face recognition service from Exadel that can be easily integrated into any system using simple REST API. CompreFace starts quickly with one docker command and could be used by an
- 100% Small-Business
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Enables teams, organizations and governments to search through and analyze large image and video datasets with Visual AI.
- 100% Small-Business
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
EasyPicky has developed an instant image recognition technology by video that accelerates, facilitates and enhances store planogram checks from any embedded system without internet connection. Stop Sn
- 100% Small-Business
- Overview
- User Satisfaction
- Seller Details
This model provides top-k category predictions out of 1000 classes on ImageNet. This network provides state of the art accuracy on ImageNet validation (top-1: 82.242 - top-5: 96.114) at the same time
- 100% Small-Business
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Face detection and comparison API offers precise facial landmark identification and reliable face comparison, ready for quick deployment. It provides an effective way to integrate facial recognition i
- 100% Small-Business
32 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
FaceX provides a face detection and face recognition web service that can be integrated to your apps with just a few lines of code.
- 100% Small-Business
- Overview
- User Satisfaction
- Seller Details
GoSpotCheck by FORM is an industry-leading field execution app that guides, tracks, and improves performance in real time. Our easy-to-use mobile solution unleashes the power of field teams to drive m
- Consumer Goods
- Retail
- 46% Mid-Market
- 35% Enterprise
282 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Hitachi Video Analytics (HVA) helps organizations gain the full value from their video data to create smarter environments that can rapidly adapt to the changing demands of customers.
- 100% Mid-Market
28,760 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
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: A
- 100% Small-Business
105 Twitter followers
- Overview
- User Satisfaction
- Seller Details
Empower Your Business with Cutting-Edge AI Technology Hypervise revolutionizes your industrial processes with state-of-the-art AI Visual Inspection Software for Manufacturing. By leveraging Compute
- 100% Enterprise
- Overview
- User Satisfaction
- Seller Details
This solution automatically identifies and trains the best performing deep learning model for image classification.
- 100% Small-Business
1,126 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Imagga is an image recognition platform-as-a-service that provides image tagging APIs for developers and businesses to build scalable, image and video intensive apps.
- 100% Small-Business
1,342 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Scanned documents sometimes can have pages with wrong alignment. This can create challenges while processing of documents viz. OCR, ICR, Text extraction, image-based ML/AI modelling, etc. This solutio
- 100% Enterprise
1,126 Twitter followers
- Overview
- User Satisfaction
- Seller Details
OpenFace is a Python and Torch implementation of face recognition with deep neural networks and is based on the CVPR 2015
- 100% Mid-Market
- Overview
- User Satisfaction
- Seller Details
At Osaro, we're creating AI software that combines state-of-the-art perception with powerful adaptive decision-making abilities to help computer and robotic systems act efficiently and intelligently.
- 100% Small-Business
733 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Pilot AI is a drop-in neural network solution for computer vision applications. The platform handles data ingestion, data labeling, model training, and on-camera applications ranging from object detec
- 100% Mid-Market
- Overview
- User Satisfaction
- Seller Details
PixLab is a Machine learning SaaS platform which offer computer vision and media processing APIs for developers/designers looking to implement intelligent code for their apps. PixLab is built with the
- 100% Small-Business
- Overview
- User Satisfaction
- Seller Details
SpeedSize neuroscience-powered AI analyzes your images and videos to eliminate the data the human brain cannot perceive, then recreates it in identical quality - but smaller in size - and delivers the
- 100% Small-Business
- Overview
- User Satisfaction
- Seller Details
SQUIRREL is a SaaS platform empowered with Artificial Intelligence, Computer Vision, and Data Analytics that provides your enterprise with the ability to Sense, Analyze and Control many aspects of the
- 100% Enterprise
- Overview
- User Satisfaction
- Seller Details
3VR is a video technology and data company that solves the challenges associated with video searchability, allowing customers to rapidly gather real-time intelligence from the unstructured video data
- Overview
- User Satisfaction
- Seller Details
Accord.NET Framework is a .NET machine learning framework combined with audio and image processing libraries completely written in C#, it is a framework for building production-grade computer vision,
- 100% Small-Business
- Overview
- User Satisfaction
- Seller Details
Actuate is a New York-based AI company specializing in computer vision software for remote video guarding. Through advanced AI and machine learning algorithms, Actuate delivers superior security solut
- Overview
- User Satisfaction
- Seller Details
Alcohol Label Recognition API is designed to analyze images and accurately identify details about a wide array of beverages, including beer, wine, vodka, whiskey, bourbon, brandy, cognac, rum, tequila
32 Twitter followers
- Overview
- User Satisfaction
- Seller Details
Alteia enables visual intelligence solutions for real-time business decisions. It is a comprehensive software platform for rapidly developing, deploying, and operating AI applications with visual data
- Overview
- User Satisfaction
- Seller Details
alwaysAI offers an end-end platform for computer vision application development and deployment on the edge
- Overview
- User Satisfaction
- Seller Details
AWS Panorama is a collection of machine learning (ML) devices and a software development kit (SDK) that brings CV to on-premises internet protocol (IP) cameras.
2,229,471 Twitter followers
- Overview
- User Satisfaction
- Seller Details
A powerful security software that helps you monitor your home, office or any other places using artificial intelligence. The software can detect people automatically in a camera feed and send you
- Overview
- User Satisfaction
- Seller Details
BitRefine Heads is a new breakthrough in machine vision and video surveillance applications. By utilizing distributed visual data analysis approach together with complex artificial neural network stru
- Overview
- User Satisfaction
- Seller Details
Blitline is the most affordable SaaS solution for software and media companies that have a content management system (CMS) or digital asset management (DAM) system and need secure multi-format file pr
122 Twitter followers
- Overview
- User Satisfaction
- Seller Details
Merantix Labs is an external machine learning department founded by Nicole Büttner. We bring impactful solutions to our clients to help them improve and assure the quality of their products & serv
- Overview
- User Satisfaction
- Seller Details
Claid AI enhances photo quality with AI-powered automation, perfect for user-generated content.
Learn More About Image Recognition Software
What is About Image Recognition Software?
Image recognition software, also known as computer vision software, gives users the ability to input images and receive data back in the form of a label. This process, done through machine learning (ML), enables end users to gain an understanding of images which they might not be able to do with their naked eye. Since videos are fundamentally composed of a series of images, image recognition software can also be used to analyze video feeds.
The possible uses for this technology are broad and varied. For example, health care professionals can use it to assess if a tumor is malignant or benign. In addition, automotive companies can use image recognition software to further the development of self-driving cars, as image recognition allows the car to “see" by providing labels for what the camera on the car captures. Another popular use case is image search, where users can take a picture of an object and receive search results as a result. Retailers can use this as an alternative to text search. Finally, facial recognition software utilizes image recognition: The algorithm takes a face as an input and produces information as an output.
Key Benefits of Image Recognition Software
- Empower users to gain understanding of images through labeling
- Give end users an opportunity to make meaning out of image data
- Create smarter applications with computer vision capabilities
Why Use Image Recognition Software?
Business applications with image recognition functionality provide end users with the tools they need to succeed. For example, if a retail company wants to build a smarter search function or a medical institution seeks to supercharge their disease detecting abilities, image recognition algorithms or software can come to the rescue.
Engaged users — Incorporating image recognition into applications results in higher productivity for end users, since they can make meaning of the images within the application they use.
Better applications — Users spend more time using applications when they are enhanced with image recognition capabilities, leading to enhanced productivity and better deployment of the applications.
Cut costs — Building out a robust image recognition function can be a costly endeavor and could take a significant amount of time. While this software might require additional development work in the long run, it helps businesses save money and develop insights.
Who Uses Image Recognition Software?
Images are just pixels. As a result, with the advancement of AI techniques like deep learning, we are able to grasp the meaning behind these pixels through advanced computer vision techniques. Thanks to the aforementioned technology, image analysis and image-based insights are open to many. However, there are still specific positions that utilize this software more than others.
Software developers — Developers that want to create the next generation of products and services can use image recognition software to build computer vision capabilities into their applications, including object recognition, facial recognition, image search, and more .
Marketers — Image recognition solutions can provide insights into images for marketers looking to understand the impact and reach of their brand. For example, a marketing professional can use the technology to detect and track their logo across social media platforms.
Health care professionals — As the health care industry becomes more digital and image recognition techniques gain traction in the industry, it will be easier for doctors to quickly identify and diagnose maladies to support quick, accurate clinical decision-making.
Retailers— Image search is the new text search. As a result, smart retailers are building applications with search powered by image recognition to give end users a more powerful search experience.
Kinds of Image Recognition Software
By using image recognition software, users can better understand images—unlocking the meaning contained within them. As a result, they can make important business decisions, create better applications, and improve functionality of existing tools.
Image restoration — Uses machine learning to improve the quality of images through techniques such as improving focus and reducing blur.
Object recognition — Allows for the recognition of objects or object classes for either pre-specified or learned objects.
Scene reconstruction — Given images of a scene, or a video, scene reconstruction computes a 3D model of a scene.
Motion analysis — Processes video, or image sequences, to track objects or individuals.
Image Recognition Software Features
Image recognition software tends to have a wide range of features, including image labeling, text detection, and more. These features help end users understand their images better and unlock insights. The following features are found in many image recognition software offerings.
Image labeling — Image recognition software allows users to identify objects in an image and can help provide labels for these detected objects. More robust solutions allow users to create custom labels, letting them tailor the labels to their particular industry or use case. By training the machine learning model on data, the software can accurately detect objects based on these inputted labels.
Text detection — Many image recognition tools recognize text and can translate it into a machine readable format.
Facial recognition — Takes an image of a face and provides the identity of the individual as an output.
Inappropriate content detection — Allows images and videos to be moderated by identifying potentially inappropriate or unsafe content.
Other features of image recognition software include: APIs & SDKs, Machine Learning Libraries & Frameworks, On Device & Edge, Operations, Platform, Retail, and Security.
Potential Issues with Image Recognition Software
Plan for adoption — At the start, image recognition tools may not seem valuable to all employees—end users might struggle to adopt the solutions. Therefore, it’s important for companies to have a plan in place to encourage and promote user adoption.
Time to market — As with any software implementation, it’s important to think about how long it will take to implement. It’s important to consider related software that a company might need, such as data integration software.
Data security — Don’t make data security an afterthought. Companies must consider security options to ensure the correct users see the correct data. They must also have security options that allow administrators to assign verified users different levels of access to the platform.
Image manipulation — The rise of advanced computer vision algorithms has seen an increased risk of advanced image manipulation such as deepfakes. Using techniques such as Generative Adversarial Networks, bad actors can create lifelike videos and images, that are almost indistinguishable from the real thing.
