Alternatives to Affectiva

Compare Affectiva alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Affectiva in 2026. Compare features, ratings, user reviews, pricing, and more from Affectiva competitors and alternatives in order to make an informed decision for your business.

  • 1
    Google Cloud Vision AI
    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. Google Cloud offers two computer vision products that use machine learning to help you understand your images with industry-leading prediction accuracy. Automate the training of your own custom machine learning models. Simply upload images and train custom image models with AutoML Vision’s easy-to-use graphical interface; optimize your models for accuracy, latency, and size; and export them to your application in the cloud, or to an array of devices at the edge. Google Cloud’s Vision API offers powerful pre-trained machine learning models through REST and RPC APIs. Assign labels to images and quickly classify them into millions of predefined categories. Detect objects and faces, read printed and handwritten text, and build valuable metadata into your image catalog.
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    Amazon Rekognition
    Amazon Rekognition makes it easy to add image and video analysis to your applications using proven, highly scalable, deep learning technology that requires no machine learning expertise to use. With Amazon Rekognition, you can identify objects, people, text, scenes, and activities in images and videos, as well as detect any inappropriate content. Amazon Rekognition also provides highly accurate facial analysis and facial search capabilities that you can use to detect, analyze, and compare faces for a wide variety of user verification, people counting, and public safety use cases. With Amazon Rekognition Custom Labels, you can identify the objects and scenes in images that are specific to your business needs. For example, you can build a model to classify specific machine parts on your assembly line or to detect unhealthy plants. Amazon Rekognition Custom Labels takes care of the heavy lifting of model development for you, so no machine learning experience is required.
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    alwaysAI

    alwaysAI

    alwaysAI

    alwaysAI provides developers with a simple and flexible way to build, train, and deploy computer vision applications to a wide variety of IoT devices. Select from a catalog of deep learning models or upload your own. Use our flexible and customizable APIs to quickly enable core computer vision services. Quickly prototype, test and iterate with a variety of camera-enabled ARM-32, ARM-64 and x86 devices. Identify objects in an image by name or classification. Identify and count objects appearing in a real-time video feed. Follow the same object across a series of frames. Find faces or full bodies in a scene to count or track. Locate and define borders around separate objects. Separate key objects in an image from background visuals. Determine human body poses, fall detection, emotions. Use our model training toolkit to train an object detection model to identify virtually any object. Create a model tailored to your specific use-case.
  • 4
    EmoVu

    EmoVu

    Eyeris

    Using advanced artificial intelligence and machine learning EmoVu understands humans' emotions. EmoVu portal allows accurate measurement of video content's emotional engagement and effectiveness on target audiences. We invite both short and long-form video content owners to distribute ready-to-test creative to thousands of emotive viewers through our easy-to-use platform. Gauge messaging resonance and emotional connection to your creative, either for particular scenes or for the overall video before content debuts. Maximize emotional engagement and save wasted budgets on poor content. Use immediately after distribution to track early signs of engagement, social effect, content virality potential, and individual media outlet performances. Maximize content buzz and allocate smart budgets for campaign retargeting. Emotional campaigns are twice as likely to generate large profit gains than rational ones.
  • 5
    Element Human

    Element Human

    Element Human

    Replace clunky ad testing with real world engagement. Attention and Emotions at the speed and scale of a click. We provide the science, the tools, and the platform to quickly set up, measure and respond to human behaviours at scale, cost-effectively. We believe that the more we understand the subconscious and conscious drivers of human behaviour, the better our predictions, decisions, and interactions will be. We are a group of science, technology and design experts obsessed with enabling everyday devices to observe and measure how people live their lives. Our consent-based platform enables everyday devices to safely capture and respond to the ​emotional, memory and thought​ drivers of ​human​ ​behaviour​ as people interact with ​digital experiences​. Through 7 years and 2.5 billion data points collected across 89 countries and 40 businesses, we developed a proprietary solution that monitors and understands how our digital experiences shape human behaviours.
    Starting Price: $2,014.10 per user
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    Vokaturi

    Vokaturi

    Vokaturi

    The Vokaturi software reflects the state of the art in emotion recognition from the human voice. Its algorithms have been designed, and are continually improved, by Paul Boersma, professor of Phonetic Sciences at the University of Amsterdam, who is the main author of the world’s leading speech analysis software Praat. Vokaturi can measure directly from your voice whether you are happy, sad, afraid, angry, or have a neutral state of mind. Currently the open-source version of the software chooses between these five emotions with high accuracy, even if it hears the speaker for the first time. The "plus" version of the software reaches the performance level of a dedicated human listener. As a developer you can easily include the Vokaturi software as a library in your own applications. You can choose between a free open-source license and a paid license.
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    Imentiv AI

    Imentiv AI

    Imentiv AI

    Are you looking to create truly emotionally engaging content? Look no further than Imentiv AI's advanced Emotion AI tool. Our machine learning models analyze the emotions of actors in your videos, providing deep insights into the emotional impact of your content. By understanding the emotions conveyed by your actors and story, you can anticipate how your audience will perceive your content. With Imentiv AI's video emotion analysis solution, you can create content that truly resonates with your viewers, capturing their hearts and minds. Analyze emotions accurately in the video and understand heuristics and biases in your video with the expertise of our trained psychologists. Enhance audience engagement and maximize ROI by analyzing ads, videos, and content with AI. Save time and effort by using AI for emotional impact analysis instead of running lengthy and expensive audience surveys.
    Starting Price: $19 per month
  • 8
    NVISO

    NVISO

    NVISO

    NVISO is a global leader in human behaviour artificial intelligence (AI) software serving manufacturers of user-centric products and services worldwide. Globally deployed and validated human behaviour AI technology with high accuracy for key applications in making autonomous vehicles (e.g. Tesla EVs) safe with interior monitoring, patient monitoring for remote tele-medicine in healthcare/ robotics, and intelligent devices for smart homes. Enabling financial advisors to provide best interest advice with scientifically validated tools which detect and help manage client behaviours. Enhancing the safety, security, and comfort of connected and autonomous vehicles with advanced driver and occupant detection, authentication, and monitoring. Empowering medical professionals with intelligent patient monitoring to drive better patient outcomes while improving efficiency in aged-care homes and hospitals.
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    Behavioral Signals

    Behavioral Signals

    Behavioral Signals

    We are at the forefront of human communication in a groundbreaking era. Driven by cutting-edge AI technology, we go beyond words, diving deep into the intricacies of human expression. Understanding emotions, assessing behaviors, and predicting intent, we unlock the essence of every interaction. Our transformative impact spans various industries, from strengthening security and defense operations to redefining contact centers and empowering financial institutions with invaluable insights. With our innovative approach, we reshape the way connections are made and understood, ushering in a new era of communication. Our core technology is provided via our Behavioral Signals API, which is responsible to predict low-level and behavioral voice characteristics from audio signals. Applications: - Customer Service - Security, Intelligence, and Law Enforcement - Cognitive Health & Mental Health - Digital Companions/Chatbots - Healthcare - Entertainment
  • 10
    Kairos

    Kairos

    Kairos

    Integrate Face Recognition via our cloud API, or host Kairos on your own servers for ultimate control of data, security, and privacy, start creating safer, more accessible customer experiences today. The leading face recognition AI company with an ethical approach to identity, that reflects our globally diverse communities. Through computer vision and deep learning, we recognize faces in videos, photos, and the real-world, our innovative API platform simplifies how developers and businesses integrate human identity into their software. Kairos provides state-of-the-art, ethical face recognition to developers and businesses worldwide. Kairos enables developers and businesses to easily build face recognition into their software products, integrate with our API today. Find human faces in photos and images. Detects age groups, child, young-adult, adult, or senior, and detects gender of each face found, female or male.
    Starting Price: $19 per month
  • 11
    Affect Lab

    Affect Lab

    Affect Lab

    Tech-driven consumer insights platform for Insights teams. Map insights across media, digital and shopper touchpoints, deliver customer experiences that resonate emotionally, optimize customer journey for increased conversions, gain emotion, attention, engagement and noticeability insights. Usability testing and analytics platform for UX teams. Measure attention, engagement and emotion across user journeys, test prototypes, mockups, websites, apps and chatbots, identify key elements within the UI that customers notice, deliver emotionally optimized UX and drive conversions. Emotion Insights to create the best customer experiences. Facial Coding APIs to measure emotional response at scale, single face emotion recognition, in-the-wild multi face emotion recognition, recorded video emotion analysis. Test stimuli of various modes and channels like videos, print ads, planograms, package designs, websites, apps, chatbots, etc.
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    Eyeris

    Eyeris

    Eyeris

    Driven by excellence, inspired by you. At Eyeris, our technology was inspired by the late-night worker, the caring parent, the aspiring entrepreneur. Keeping every driver in mind, our innovative technology promises to push towards a safer and better road ahead. ​In-Cabin cameras are the most common sensor used for driver and occupant monitoring. Eyeris AI Software interprets the entire interior scene through these cameras. Allows the ability to collect data from different sensor types to interpret the scene with redundant data for high data accuracy. Innovation in hardware is improving to accommodate and run sophisicated AI software in the most efficient and fastest manner. Our vision-based neural networks provide the richest source of information. Using the latest image sensors, our pre-trained vision AI models understand the entire in-cabin space under the widest range of lighting spectrum.
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    Good Vibrations Company (GVC)

    Good Vibrations Company (GVC)

    Good Vibrations Company

    In many GVC applications the first step of the process is emotion recognition: the user speaks for a few seconds, and the GVC Emotion Recognition algorithm measures hundreds of acoustic properties of the user’s voice and distills from these cues an assessment of the user’s emotional state. We can feed the results from our emotion recognition algorithm into algorithms that choose an appropriate feedback to the user. As GVC we are primarily interested in kinds of feedback that improve the user’s performance and quality of life. Measuring the signals provided by the user’s voice, heart, lungs or other organs. The GVC Concept has been implemented in several demo apps. These employ a suite of proprietary algorithms that analyse many facets of the user’s speech, such as the GVC Emotion Recognition and GVC Voice Disorder Detection algorithms.
  • 14
    Hume AI

    Hume AI

    Hume AI

    Our platform is developed in tandem with scientific innovations that reveal how people experience and express over 30 distinct emotions. Expressive understanding and communication is critical to the future of voice assistants, health tech, social networks, and much more. Applications of AI should be supported by collaborative, rigorous, and inclusive science. AI should be prevented from treating human emotion as a means to an end. The benefits of AI should be shared by people from diverse backgrounds. People affected by AI should have enough data to make decisions about its use. AI should be deployed only with the informed consent of the people whom it affects.
    Starting Price: $3/month
  • 15
    Tobii Pro Sticky
    Sticky by Tobii Pro is a self-service online platform that combines online survey questions with webcam eye tracking and emotion recognition, making advanced quantitative research simple. With this time and cost-efficient method of integrating eye tracking into your research, you can test large panels of consumers as they view targeted shelves, packs, ads, or webpages from their own computers. For a fraction of the cost of traditional in-person research, the online platform Sticky by Tobii Pro enables large-scale quantitative eye tracking research and emotion recognition as a self-service. Using the participant’s webcam, market researchers gain valuable visual and emotional data on the impact and performance of existing or new designs and placements, for example, in packaging and advertising research. The platform is integrated with online survey engines and panel companies with global reach, enabling a distributed data collection setup and with a quick turnaround time.
  • 16
    CoolTool

    CoolTool

    CoolTool

    Discover and validate what consumers see, think, and feel beyond their conscious control on desktop and mobile. Online webcam eye tracking for identifying where consumers’ attention goes. Online emotion measurement for capturing consumers’ emotional statements during the interaction with digital products. Online implicit tests for uncovering true attitudes and thoughts hidden in the subconscious. Online solutions for remote usability research. We’ve designed the new product UXReality that completely replaces usability labs with a virtual solution. It allows you to do UX research both on desktop and mobile remotely. You get high-quality session recordings and can literally see through the users’ eyes. The solution includes AI-powered webcam eye tracking, emotion measurement, and surveys.
  • 17
    FindFace

    FindFace

    NtechLab

    NtechLab platform processes video and recognizes human faces, bodies and actions, as well as cars and plate numbers. AI-powered technology enables record breaking accuracy and high speed of recognition. The multi-object and analytical capabilities of FindFace Multi unlock new scenarios for responding challenges of public sector and business. FindFace Multi quickly and accurately recognizes faces, human bodies, cars, and license plate numbers in a live video stream or in a video archive. Searching for faces, bodies, and vehicles in a database or in an archive is available both by a photo sample and by specific features, for example, by age, clothes color, or vehicle model. NtechLab developers are constantly improving recognition algorithms, increasing their performance and accuracy. With FindFace Multi it takes less than a second to detect a face in a video stream, recognize it, and search for a match in a database with billions of images.
  • 18
    IBM Watson Tone Analyzer
    The IBM Watson® Tone Analyzer uses linguistic analysis to detect emotional and language tones in written text. Watson Tone Analyzer can analyze tone at both the document and sentence levels. You can use the service to understand how your written communications are perceived and then to improve the tone of your communications. Businesses can use the service to learn the tone of their customers' communications and to respond to each customer appropriately, or to understand and improve their customer conversations. In this tutorial, you will learn how to use IBM Cloud Functions and cognitive and data services to build a serverless back end for a mobile application. Analyze emotions and tones in what people write online, like tweets or reviews. Predict whether they are happy, sad, confident, and more. Enable your chatbot to detect customer tones so you can build dialog strategies to adjust the conversation accordingly.
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    EyeRecognize

    EyeRecognize

    EyeRecognize

    Our image and video recognition APIs are proven, highly scalable, and leverage deep learning technology that you can implement within your own applications without prior knowledge of machine learning expertise. EyeRecognize’s suite of image and video recognition API services allow you to identify objects, people, text, scenes, and activities in images and videos, as well as detect any faces and NSFW content. Face Detection and Analysis, detect all face in images and video and get attributes such as face location, gender, age, eyes, and even emotion. Text Detection, extract text from images such as license plates, street signs, advertising, and brand names. Identify NSFW "Not Safe for Work" and other potentially inappropriate content across both image and video. The team behind EyeRecognize has been collectively developing artificial intelligence powered applications for over 40 years and first pioneered the use of machine learning to automate content moderation for social media.
  • 20
    AdMobilize

    AdMobilize

    AdMobilize

    Analyze people, crowds, vehicles, and other objects in real time with your cameras. Measure people, crowds, and vehicles anonymously in real time with your cameras. Gather smart metrics from your IP/security cameras in one step. Our technology works with several types of cameras and operating systems used around the world. On the go, at your desk or wherever you may go, your AdDashboard is with you all the time. View metrics that are important to your business and share them with customers. The strictest privacy and reliability methodologies have earned our reputation as the industry’s most trusted measurement company. We understand your need to intuitively access, utilize, and integrate our real-time data; so we made it effortless. Our computer vision infrastructure caters to all of our client’s needs, always ensuring the highest performance regardless of implementation.
  • 21
    NoldusHub
    NoldusHub is the brand-new all-in-one research platform for human behavior studies. This software suite will streamline multimodal research from start to finish, providing high-quality data, and insights into human behavior. In order to understand a person’s motivation and emotional state, multimodal research is the way forward! But combining multiple types of measurements can be quite challenging, especially when you use several acquisition tools that have to be calibrated and started. That is exactly why we have developed NoldusHub®. From setting up to connecting all devices, to recording and visualizing results in a clear way, NoldusHub makes multimodal research easy! The entire process is organized and streamlined into one platform, from start to end, saving you valuable time, effort and frustration.
  • 22
    Luxand

    Luxand

    Luxand

    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 developers worldwide, Luxand FaceSDK integrates seamlessly with web, desktop, and mobile applications, enabling face-based user authentication, as well as automatic face detection and recognition, elevating the user experience to new heights.
  • 23
    Azure Face API
    Embed facial recognition into your apps for a seamless and highly secured user experience. No machine learning expertise is required. Features include: face detection that perceives faces and attributes in an image; person identification that matches an individual in your private repository of up to 1 million people; perceived emotion recognition that detects a range of facial expressions like happiness, contempt, neutrality, and fear; and recognition and grouping of similar faces in images. Recognize faces according to diverse attributes. Add facial recognition to your apps, all through a single API call. Run Face in the cloud or on the edge in containers. Rely on enterprise-grade security and privacy applied to both your data and any trained models. Detect, identify, and analyze faces in images and videos. Build on top of this technology to support various scenarios. Detect one or more human faces along with attributes.
    Starting Price: $0.01 per month
  • 24
    FaceReader
    To gain accurate and reliable data about facial expressions, FaceReader is the most robust automated system that will help you out. Clear insights into the effect of different stimuli on emotions. Very easy-to-use, save valuable time and resources. Easy integration with eye tracking data and physiology data. Many researchers have turned towards using automated facial expression analysis software to better provide an objective assessment of emotions. FaceReader software is fast, flexible, objective, accurate, and easy to use. It immediately analyzes your data (live, video, or still images), saving valuable time. The option to record audio as well as video makes it possible to hear what people have been saying, for example, during human-computer interactions, or while watching stimuli. FaceReader is the most robust automated system for the recognition of a number of specific properties in facial images, including the six basic or universal expressions.
  • 25
    Emozo

    Emozo

    Emozo Labs

    Emozo’s DIY SaaS Research & Feedback Collection platform uses behavioral and emotional insights to help you drive the right decisions for all digital content. Emozo’s platform helps you go beyond traditional customer data analytics and delve into customers’ hearts and minds to understand the effectiveness and impact of all digital content. You can use Emozo to test the effectiveness of ads, applications, streaming media content, and the likes, on any channel – web, mobile, social media, TV, etc. Emozo’s novel method of combining unconscious (attention and emotion) and stated (survey) responses helps you understand the effectiveness of all digital content very quickly. Emozo leverages AI to enable qualitative research at scale and with speed on customers' devices. Emozo supports iterative design-development processes and offers fully secure data protection for you and your customers.
    Starting Price: $750 per month
  • 26
    MorphCast
    MorphCast Emotion AI Interactive Video Platform is the most flexible, easy to use and fast solution to let creatives design highly engaging interactive videos in minutes. In addition to the most updated interaction options, the video content can be triggered by the viewer’s facial expressions while watching it, thanks to our Facial Emotion AI integrated in the platform. MorphCast is a dynamic tool created for professionals. You can download it for free from Microsoft and Mac App Store. You will only pay for the minutes of views of your videos, and the first 2.000 minutes per month are always free. MorphCast also offers you an analytics dashboard to evaluate the performance of your interactive videos. You can measure how your contents perform and adjust your audience experience according to their interaction and emotional reaction.
  • 27
    PolygrAI

    PolygrAI

    PolygrAI

    PolygrAI is an innovative platform that provides real-time insights into emotional states and potential deception. Performing polygraph examination has never been easier with our desktop application, just click start, choose your video feed source, and see the insights. Our interface allows you to see through words and gain insights into the subconscious. The most important and comprehensive metric, simplified for your convenience. Helping you understand the overall sentiment throughout the entire examination. Categorized with priority, having primary, secondary, and tertiary emotions detected. When choosing a subject person, all others shown in the video feed will be ignored. Our desktop application is packed with other features designed to help you perform better and easier assessments. You can choose the default screen capturing which allows you to use with any other application, or connect a USB camera.
    Starting Price: $28/month
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    TAWNY

    TAWNY

    TAWNY

    We combine people flow, emotion, and attention data to analyze human behavior in groups and on the individual level. Our technology allows you to decode complex human affective states and behavior in real time using simple camera hardware. We offer off-the-shelf as well as custom solutions for a wide range of industries, developed and tested with established partners and clients. Our algorithms process any type of video data, including recorded video material or real-time input from high-resolution industrial camera systems or simple webcams.
  • 29
    Sightcorp

    Sightcorp

    Sightcorp

    Get real-time shopper insights. Measure customer satisfaction. Get to know who your converted customers are. Our Face Analysis Technology is empowering brick-and-mortar businesses with real-time, anonymous shoppers’ insights to help you optimize customer experiences and day-to-day retail operations. Check out our recommended products. Create smarter in-store experiences that maximize engagement and customer satisfaction. We all want to boost customer engagement because an engaged customer is a return customer. Our software provides you real-time insights into your shoppers’ demographic profile, interest, and behavior. Get to know who your converted customers are, optimize everything, from shelf-level displays to store layout based on customers’ behavior. Are you reaching your target audience? Our software can help you get answers to these questions.
  • 30
    Watson Natural Language Understanding
    Watson Natural Language Understanding is a cloud native product that uses deep learning to extract metadata from text such as entities, keywords, categories, sentiment, emotion, relations, and syntax. Get underneath the topics mentioned in your data by using text analysis to extract keywords, concepts, categories and more. Analyze your unstructured data in more than thirteen languages. Out-of-the-box machine learning models for text mining provide a high degree of accuracy across your content. Deploy Watson Natural Language Understanding behind your firewall or on any cloud. Train Watson to understand the language of your business and extract customized insights with Watson Knowledge Studio. Maintain ownership of your data with the assurance that your data is safe and secure. IBM will not collect or store your data. By using our advanced natural language processing (NLP) service, we give developers the tools to process and extract valuable insights from unstructured data.
    Starting Price: $0.003 per NLU item
  • 31
    Betaface

    Betaface

    Betaface

    We offer ready components, such as face recognition SDKs, as well as custom software development services and hosted web services with a focus on image and video analysis, faces and objects recognition. Our technology is used by video and images archives, web advertising and entertainment projects, media content producers, video surveillance and security software solutions, end user and b2b software developers and others. Betaface facial recognition suite embraces whole range of complex operations from fundamental face detection through face recognition (identification, verification or 1:1, 1:N matching) to biometric measurements, face analysis, face and facial features tracking on video, age, gender, ethnicity and emotion recognition, skin, hair and clothes color detection, hairstyle shape analysis and facial features shape description. Our technology is used by video and images archives, web advertising and entertainment projects.
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    Komprehend

    Komprehend

    Komprehend

    Komprehend AI APIs are the most comprehensive set of document classification and NLP APIs for software developers. Our NLP models are trained on more than a billion documents and provide state-of-the-art accuracy on most common NLP use cases such as sentiment analysis and emotion detection. Try our free demo now and see the effectiveness of our Text Analysis API. Maintains high accuracy in the real world, and brings out useful insights from open-ended textual data. Works on a variety of data, ranging from finance to healthcare. Supports private cloud deployments via Docker containers or on-premise deployment ensuring no data leakage. Protects your data and follows the GDPR compliance guidelines to the last word. Understand the social sentiment of your brand, product, or service while monitoring online conversations. Sentiment analysis is contextual mining of text which identifies and extracts subjective information in the source material.
    Starting Price: $79 per month
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    AI Foundation

    AI Foundation

    The AI Foundation

    Faces, bodies, eyes, ears, voices, emotions, cognitive & emotional intelligence that can be deployed in apps, web, live and in media. Your AI-native Human has a face and emotions. It can speak, hear, and build connections through conversation. Your AI-native Human can think, reason, evolve, and learn from you— unlocking deeper, more meaningful interactions. Our platform allows your audience to connect with AI-native Humans in any format, anywhere, at any time. We are a dual commercial and non-profit organization with a single vision: To bring the potential of AI to everyone in the world, so we can all participate fully in the future. Build AI interfaces and creative applications that unlock ways for people to do more, not avatars that replace human endeavors. Bridge industry research silos and develop holistic tools that ensure AI does not harm people or society.
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    Chance AI

    Chance AI

    Chance AI

    Chance AI is an AI-powered visual search engine that enables users to interact with images to access information, news, and stories. Recognizing objects within images, allows users to delve into the layers of emotion and context behind each visual. This innovative tool aims to make art and imagery more accessible and meaningful, fostering genuine connections in an increasingly disconnected world. Founded by a team passionate about art and technology, Chance AI seeks to restore the richness of visual storytelling, providing insights that go beyond mere images. Users can explore and understand the narratives hidden within every picture, from the mysteries of distant planets to the history behind a painting in a museum. The platform is designed for creative and curious minds, offering a unique way to connect with the emotions and stories that art can inspire. By utilizing advanced visual intelligence, Chance AI transforms the way people interact with visual content.
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    Cogito

    Cogito

    Cogito Tech LLC

    Cogito Tech is a leading AI data solutions provider specializing in data labeling and annotation services. We deliver high-quality data for applications across computer vision, natural language processing (NLP), and content services. Our expertise extends to fine-tuning large language models (LLMs) through techniques like Reinforcement Learning from Human Feedback (RLHF), enabling rapid deployment and customization to meet business objectives. The company is headquartered in the United States and was featured in The Financial Times’ FT ranking: The Americas’ Fastest-Growing Companies 2025 and Everest Group’s report Data Annotation and Labeling (DAL) Solutions for AI/ML PEAK Matrix® Assessment 2024 Services offered by Cogito: • Image Annotation Service • AI-assisted Data Labeling Service • Medical Image Annotation • NLP & Audio Annotation Service • ADAS Annotation Services • Healthcare Training Data for AI • Audio & Video Transcription Services
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    Cognitive Apps

    Cognitive Apps

    Cognitive Apps

    Cognitive Apps offers an AI-powered API that integrates mental health analytics into existing products and services. By analyzing users' voice or text inputs, the API detects emotions, moods, and mental health states, providing insights such as general mood analysis, emotion detection, and mental health state tracking. The platform boasts an 87% accuracy level in its analytics, requiring only a 5-second voice sample for rapid emotion analysis. Applicable across various industries, Cognitive Apps' technology enhances app functionality, personalizes user experiences, and improves UX through real-time emotion detection. The API processes data from voice samples, text inputs, and physical health data, delivering comprehensive mental health insights to enrich customer data and create personalized experiences.
    Starting Price: $0.10 per API call
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    Folio3

    Folio3

    Folio3 Software

    Folio3 machine learning company has a team of dedicated Data Scientists and Consultants that have delivered end-to-end projects related to machine learning, natural language processing, computer vision and predictive analysis. Artificial Intelligence and Machine Learning algorithms have enabled companies to utilize highly-customized solutions equipped with advanced Machine Learning capabilities. Computer vision technology has scaled up visual data analysis, introduced new image- based functionalities and transformed the way companies from various verticals utilize visual content. Predictive analytics solutions offered by Folio3 produce effective and fast results, enabling you to identify opportunities and anomalies in your business processes and strategy.
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    Emotibot

    Emotibot

    Emotibot

    Use AI to subvert traditional business cognition, precise industry insights, high efficiency and low operation and maintenance, and promote the digital transformation of enterprises. Possess the ability to mine knowledge, construct knowledge graphs and Ontology based on unsupervised learning. By mining and analyzing large-scale data, and applying accumulated industry knowledge and NLP capabilities, the traditional human-based knowledge engineering process can be automated, which greatly improves the efficiency of map construction and reduces the threshold of map construction. The fully self-developed ASR/TTS model, combined with self-collected training data and SOTA speech recognition algorithm, and the industry's best industry NLU capability language model, optimizes model performance for different business scenarios. With a complete training platform, it can support completely customized training for vertical fields.
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    PaliGemma 2
    PaliGemma 2, the next evolution in tunable vision-language models, builds upon the performant Gemma 2 models, adding the power of vision and making it easier than ever to fine-tune for exceptional performance. With PaliGemma 2, these models can see, understand, and interact with visual input, opening up a world of new possibilities. It offers scalable performance with multiple model sizes (3B, 10B, 28B parameters) and resolutions (224px, 448px, 896px). PaliGemma 2 generates detailed, contextually relevant captions for images, going beyond simple object identification to describe actions, emotions, and the overall narrative of the scene. Our research demonstrates leading performance in chemical formula recognition, music score recognition, spatial reasoning, and chest X-ray report generation, as detailed in the technical report. Upgrading to PaliGemma 2 is a breeze for existing PaliGemma users.
  • 40
    Tasq.ai

    Tasq.ai

    Tasq.ai

    Tasq.ai delivers a powerful, no-code platform for building hybrid AI workflows that combine state-of-the-art machine learning with global, decentralized human guidance, ensuring unmatched scalability, control, and precision. It enables teams to configure AI pipelines visually, breaking tasks into micro-workflows that layer automated inference and quality-assured human review. This decoupled orchestration supports diverse use cases across text, computer vision, audio, video, and structured data, with rapid deployment, adaptive sampling, and consensus-based validation built in. Key capabilities include global deployment of highly screened contributors (“Tasqers”) for unbiased, high-accuracy annotations; granular task routing and judgment aggregation to meet confidence thresholds; and seamless integration into ML ops pipelines via drag-and-drop customization.
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    iMotions

    iMotions

    iMotions

    The world’s leading human behavior research tool. The iMotions software is your research solution for any kind of lab research. Whether you are working within behavioral science, doing observations, studying human factors, conducting usability testing or working in a simulation environment, iMotions is your answer. Complete stimuli presentation (images, videos, websites, games, mobile/apps and VR). Integrates and synchronizes all types of sensors (eye tracking, Facial Expression Analysis, electrodermal activity aka GSR, EEG, ECG, EMG). Includes API to import/export transfer data from other sources. Built-in survey tool to add questionnaires to the data set. Live and post markers for annotations and behavioral coding. Complete study editing and analysis using embedded R-scripting to visualize data. Scene and respondent recordings and replay. Build study design by point and click.
    Starting Price: $2,900 per year
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    Affect-Tag RX
    Emotional Measurement for Objective Insights. Amplify Consumer and User Research with Cognitive data. Make objective and relevant decisions based on emotions. The Affect-tag RX solution delivers insightful and reliable emotional indicators through a secure web service and personal dashboard. The indicators are calculated from physiological data collected from the Affect-tag RX mobile application and its dedicated smartband. A light data acquisition tool that is easy to integrate into any Research fieldwork. Participants are fully engaged into their experience without any intrusive biases. Physiological data get processed within minutes using our propriatary algorithms.
    Starting Price: $1500 per month
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    Atypica

    Atypica

    Atypica

    Atypica is an AI research agent that automates the end-to-end consumer insights workflow by generating realistic, behavior-driven personas, conducting AI-led interviews, and performing deep analytics to uncover the emotional and cognitive factors behind human decision-making. It can instantly create diverse AI personas informed by demographic and social-media data, supporting 300,000 synthetic agents, and augment them with 10,000 “real person” agents built from in-depth consumer interviews. Each agent maintains consistent personality traits, cognitive biases, and decision-making frameworks, delivering authentic responses with 85% human-like accuracy. Researchers define questions and, in under 30 minutes, initiate AI-conducted interviews that yield rich transcripts (often 5,000 words per agent), then leverage built-in behavior analysis to identify emotional triggers, biases, and cultural influences.
    Starting Price: $20 per month
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    Graymatics

    Graymatics

    Graymatics

    Graymatics provides a cognitive multimedia analytics platform capable of transforming images and videos into meaningful granular data. We primarily offer CCTV based video analytics solutions to enable our clients draw critical insights from existing infrastructure all in detailed dashboards. Graymatics is a leading cognitive media processing company founded in Silicon Valley in 2011. Currently headquartered in Singapore, we are a revolutionary cloud platform that enables automatic analysis and recognition of products within surveillance, telecom, media, advertising, retail and eCommerce. Being one of the few companies in its’ field to offer such in-depth analysis, we offer a unique set of products to clients who might have been used to more traditional technology. Industry expert in video analytics across industries i.e. schools, workplaces and law enforcement. Highly optimized models with minimal hardware requirements in terms of RAM & GPU.
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    Ambient.ai

    Ambient.ai

    Ambient.ai

    With Ambient.ai, computer vision intelligence is transforming security tools, operations & outcomes, moving physical security teams from reactive to proactive operations. From autonomous vehicles to robot chefs, computer vision is changing the way that humans & machines collaborate in the real world. By automating repeatable tasks, computer vision enables outsized gains in human productivity. We are a team of machine perception & security experts applying leading-edge computer vision research to the needs of physical security organizations. The privacy vs. security trade-off is a false dichotomy. You can respect individual privacy and increase group security. That’s why we don’t & won’t embrace facial recognition.
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    OpenCV

    OpenCV

    OpenCV

    OpenCV (Open Source Computer Vision Library) is an open-source computer vision and machine learning software library. OpenCV was built to provide a common infrastructure for computer vision applications and to accelerate the use of machine perception in commercial products. Being a BSD-licensed product, OpenCV makes it easy for businesses to utilize and modify the code. The library has more than 2500 optimized algorithms, which includes a comprehensive set of both classic and state-of-the-art computer vision and machine learning algorithms. These algorithms can be used to detect and recognize faces, identify objects, classify human actions in videos, track camera movements, track moving objects, extract 3D models of objects, produce 3D point clouds from stereo cameras, and stitch images together to produce a high-resolution image of an entire scene, find similar images from an image database, remove red eyes from images taken using flash, follow eye movements, recognize scenery, etc.
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    Linker Vision

    Linker Vision

    Linker Vision

    Linker VisionAI Platform is a comprehensive, end-to-end solution for vision AI, encompassing simulation, training, and deployment to empower smart cities and enterprises. It comprises three core components, Mirra, for synthetic data generation using NVIDIA Omniverse and NVIDIA Cosmos; DataVerse, facilitating data curation, annotation, and model training with NVIDIA NeMo and NVIDIA TAO; and Observ, enabling large-scale Vision Language Model (VLM) deployment with NVIDIA NIM. This integrated approach allows for the seamless transition from data simulation to real-world application, ensuring that AI models are robust and adaptable. Linker VisionAI Platform supports a range of applications, including traffic and transportation management, worker safety, disaster response, and more, by leveraging urban camera networks and AI to drive responsive decisions.
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    Kinetix

    Kinetix

    Kinetix

    Integrate emotes to drive engagement and boost revenues for your game or virtual world. Players use emotes to socialize and express themselves in 3D gaming content. Animations that express emotion have been used in MMO games for more than two decades, but user demand for emotes has skyrocketed after their viral success in Fortnite Battle Royale. A recent report from the non-profit research organization Blockchain Research Lab found that 74% of players of games and virtual worlds such as PUBG and Roblox use emotes in games, while 22% do so every time they play. Through a plug-and-play approach which allows developers to activate the features they need, developers can select which emotes they want to offer players, integrate the fully customizable Kinetix emote wheel, hotkeys, and contextual emotes, and even enable gamers to create their own in-game emotes via a web app which uses the Kinetix Studio’s generative AI technology to convert videos to 3D animations.
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    3motionAI

    3motionAI

    3motionAI

    Delivering powerful insights into human activity. 3motionAI binds the power of computer vision, artificial intelligence, and machine learning to enable organizations to capture, assess and make recommendations based on performance insights. Record human activity using any video source, including mobile phones. Upload videos instantly to the 3motionAI platform for activity-specific analysis. Videos are processed by the artificial intelligence NeuroNet engine, flagging risk and performance limitations. Compare data to pre-configured population norms or customize API with your specific criteria. Leverage actionable insights. Create custom recommendations, drills, safety measures, and solutions embedded into output. Shareable formats include video, PDF, and standard reports. Spotlight injury risk and enhance human performance with AI-driven human dynamics. Delivering the power of AI-based analysis with simplified integration and low-cost implementation.
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    NeuralVision

    NeuralVision

    Cyth Systems, Inc.

    NeuralVision is a machine vision platform at the forefront of deep learning and artificial intelligence-like abilities applied to the industrial inspection space. For the first time companies are able to have total control of the performance of their machine vision systems and not be dependent on external vision experts to make changes or incorporate new product lines. Traditional machine vision is highly dependent on having a controlled environment, rigid positional tolerances, and ultimately the skill of the vision programmer. It is up to engineers to come up with every algorithm required to inspect a part from measurements to color to correct locations and everything in between. NeuralVision from Cyth Systems was designed to allow a person with no machine vision experience to inspect and classify products. Machine vision systems traditionally work by having an experienced programmer choose one of many analysis algorithms to apply to an image.