Best Computer Vision Software of 2025

Compare the Top Computer Vision Software as of December 2025

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What is Computer Vision Software?

Computer vision software allows machines to interpret and analyze visual data from images or videos, enabling applications like object detection, image recognition, and video analysis. It utilizes advanced algorithms and deep learning techniques to understand and classify visual information, often mimicking human vision processes. These tools are essential in fields like autonomous vehicles, facial recognition, medical imaging, and augmented reality, where accurate interpretation of visual input is crucial. Computer vision software often includes features for image preprocessing, feature extraction, and model training to improve the accuracy of visual analysis. Overall, it enables machines to "see" and make informed decisions based on visual data, revolutionizing industries with automation and intelligence. Compare and read user reviews of the best Computer Vision software currently available using the table below. This list is updated regularly.

1

Amazon Rekognition

Amazon

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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2

FlyPix AI

FlyPix AI

FlyPix AI is an object detection platform designed for analyzing satellite and drone imagery . It allows users to effortlessly detect, segment and localize objects and areas within geospatial data. Users can use FlyPix AI advanced functionalities to track changes and detect anomalies. Plus, it's user-friendly and intuitive interface empowers users without coding expertise to create customized use cases and extract valuable information from earth observation data.

Starting Price: €890

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3

Density

Density

The standard platform for counting people. Safely reopen your building with Density's anonymous, real-time occupancy system. Density is anonymous by design. Unlike other systems, Density is anonymous at source. We can't fingerprint or track you if we wanted to.

Starting Price: $895

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4

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.

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5

Numina

Numina

Numina measures all kinds of curb-level activity. Anonymously and in aggregate, Numina delivers the volume counts, paths, and traffic behaviors of travelers and objects in streets. To understand granular traffic safety, environmental conditions, and operational metrics in streets. To build a data utility that turns streets into a developer platform. Numina was designed to protect privacy as a foundational principle. Our sensors use onboard computing to pre-process and then erase imagery, resulting in datasets that are anonymous and secure. Numina is the only computer vision sensor solution purpose-built for streets and designed from Day 1 to provide Intelligence without Surveillance. Everyone wants more livable places, but few agree on how to get there. There are many ideas about how to improve our neighborhoods. We seek to help cities get to the right answer, faster and more equitably, with a data-driven approach.

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6

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.

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7

Fractal Analytics

Fractal

Reveal valuable insights by accurately recognizing objects in images and videos. From surveilling people in real-time at events to detecting if products are in the right place in shopping aisles, AI can drive value in many ways. Create in-depth analyses by placing image objects into relevant segments. AI-based algorithms can help insurers analyze home and auto damage to create more accurate claims for customers. Get immediate insights to take action when it matters most. AI algorithms enable real-time processing for a variety of valuable uses, such as face recognition. Understand customer behavior by identifying their actions from video, both in-store and in real-time. AI helps reveal how customers interact with products and brands to drive better experiences. AI-based analytics on satellite images can be used to detect traffic in real-time, analyze parking lots, and segment buildings.

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8

Trakwell.ai

Trakwell.ai

If you want to improve your profits, you need to measure what matters. With truly transparent performance analytics, the potential for improvements unfolds at every opportunity. The key is to ensure data analytics is a part of your daily operations, and specific to your industry. Turn every opportunity into a customer with seamless follow-up, real-time reporting, and much more. Trakwell allows your team to focus on what matters most and gives managers full visibility of what is going on in your store. If you operate a brick-and-mortar business, your team’s performance is critical to your success. As AI and human methods converge, now you can understand what’s happening every step of your customer journey, especially the moment they walk through your door. Computer vision captures each person as they enter your location and instantly connects to the dashboard so you can connect them with a salesperson, analyze traffic patterns, and make more money.

Starting Price: $140/month/location

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9

Arcas

BigBear.ai

BigBear.ai’s integration of computer vision, predictive analytics, and event alerting technology revolutionizes data analysis at the edge. Leveraging AI and machine learning, our advanced systems sift through vast datasets to uncover insights beyond human reach, effectively eliminating blind spots and augmenting situational awareness. Arcas synthesizes millions of data points to enhance situational awareness and powers predictive forecasts with artificial intelligence and machine learning. It intelligently processes video streams and generates real-time alerts upon detecting anomalies. Through our adaptable analytics framework, Arcas not only monitors past events but also projects future trends, empowering leaders to make informed decisions with confidence. Seamlessly integrate disparate data sources such as sensors and edge devices, unifying them into a universally accessible format.

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10

Intel SceneScape

Intel

Intel® SceneScape is an advanced software platform designed to create 4D digital twins of physical spaces by processing data from multiple sensors. This innovative platform extends tracking capabilities beyond traditional vision-based AI by enabling real-time monitoring, asset tracking, and predictive decision-making. With its low-code interface and compatibility with various sensors, SceneScape makes it easy to deploy powerful AI solutions across industries like defense, transportation, healthcare, and retail. It provides near real-time tracking and analytics, improving operational efficiency and situational awareness.

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11

FortressIQ

Automation Anywhere

FortressIQ enables enterprises to decode work, transform experiences, and enhance workflows with the industry’s most advanced process intelligence platform. Using innovative computer vision and artificial intelligence, FortressIQ delivers unprecedented process insights, extremely fast, and with detail and accuracy unattainable with traditional methods. The platform autonomously acquires process data at scale even as processes extend across systems, empowering enterprises to understand, monitor, and improve operations, employee and customer experiences, and every business process. FortressIQ was founded in 2017, and is backed by Lightspeed Venture Partners, Boldstart Ventures, Comcast Ventures, Eniac Ventures, M12 and Tiger Global. Pinpoint inefficiencies and process variations continuously and automatically to reveal optimal process paths and reduce time to automation.

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12

EAIGLE

EAIGLE

EAIGLE is an AI company that provides innovative solutions for forward-thinking leaders and problem-solvers. Trusted by all industries, we leverage advanced AI and computer vision technology to build state-of-the-art automated employee management, wellness screening, crowd monitoring, and capacity management solutions. Using existing security cameras and integrating with your POS systems, our AI provides you with analytical data and insights on the number of people that have entered your facilities and compares it to the actual number of sales. Our customers love this solution because it helps them understand their busiest locations, days, and hours and receive data on sales conversion rates.

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