Best Computer Vision Software for Startups of 2025

Compare the Top Computer Vision Software for Startups as of November 2025

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What is Computer Vision Software for Startups?

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 for Startups currently available using the table below. This list is updated regularly.

1

Azure Computer Vision

Microsoft

Boost content discoverability, automate text extraction, analyze video in real time, and create products that more people can use by embedding vision capabilities in your apps. Use visual data processing to label content with objects and concepts, extract text, generate image descriptions, moderate content, and understand people’s movement in physical spaces. No machine learning expertise is required.

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2

Microsoft Copilot

Microsoft

Meet your everyday AI companion for work and life. Work smarter, be more productive, boost creativity, and stay connected to the people and things in your life with Copilot—an AI companion that works everywhere you do and intelligently adapts to your needs. Copilot empowers you with smarter ways to be more productive, creative, and connected to the people and things that matter to you. Find just what you’re looking for. Get relevant answers to your questions. And shop online knowing you’ve gotten the best deal. Get answers to your questions, inspiration for your projects, and solutions for your to-do list. Transform your ideas effortlessly. Creating beautiful images and polished drafts is easy and fun. Whatever you’re into—browsing the web, searching for answers, exploring your creative potential, or coming up with more useful content, Copilot can help you uncover new possibilities.

2 Ratings

Starting Price: Free

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3

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.

5 Ratings

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4

Roboflow

Roboflow

Roboflow has everything you need to build and deploy computer vision models. Connect Roboflow at any step in your pipeline with APIs and SDKs, or use the end-to-end interface to automate the entire process from image to inference. Whether you’re in need of data labeling, model training, or model deployment, Roboflow gives you building blocks to bring custom computer vision solutions to your business.

1 Rating

Starting Price: $250/month

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5

Lightly

Lightly

Lightly selects the subset of your data with the biggest impact on model accuracy, allowing you to improve your model iteratively by using the best data for retraining. Get the most out of your data by reducing data redundancy, and bias, and focusing on edge cases. Lightly's algorithms can process lots of data within less than 24 hours. Connect Lightly to your existing cloud buckets and process new data automatically. Use our API to automate the whole data selection process. Use state-of-the-art active learning algorithms. Lightly combines active- and self-supervised learning algorithms for data selection. Use a combination of model predictions, embeddings, and metadata to reach your desired data distribution. Improve your model by better understanding your data distribution, bias, and edge cases. Manage data curation runs and keep track of new data for labeling and model training. Easy installation via a Docker image and cloud storage integration, no data leaves your infrastructure.

1 Rating

Starting Price: $280 per month

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6

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

1 Rating

Starting Price: $25/Hour

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7

viAct.ai

viAct.ai

viAct’s Smart Site Safety System (SSSS or 4S) is a simple & easy-to-use safety monitoring system using AI. viAct’s SSSS leverages the power of video analytics for workplace safety to improve safety performance in various jobsites. This safety monitoring system using AI collects real-time data from jobsites, transfers & stores it in viAct’s centralized management platform-viHUB. This enables stakeholders to have better grasp of real-time happenings in jobsite. Further, in case of an event of safety non-compliance, instant & real-time alerts are triggered by the dangerous situation alert system – enabling concerned stakeholders to take insightful action before it is too late. viAct’s smart site safety system can benefit the following industries: • Construction • Oil & Gas • Mining • Manufacturing • Transportation viAct’s Smart Site Safety System has been successfully serving various workplaces across various regions like Hong Kong, Singapore, Saudi Arabia, & Dubai.

1 Rating

Starting Price: $100 per month

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8

Samsara

Samsara

Prevent HOS Violations, Drivers Log Hours in Mobile App. Real-time visibility into drivers nearing or in violation gives you peace of mind that you're complying with the ELD mandate. Access a single system for Hours of Service logging, GPS tracking, dispatch, and maintenance with a complete platform that's FMCSA certified. A built-in WiFi hotspot keeps devices connected, even when there's no cell reception. Prevent compliance errors and speed up repairs with paperless DVIRs and a real-time maintenance dashboard. Simplify compliance and operations with a platform that combines GPS tracking, Hours of Service, paperless DVIRs, temperature monitoring, and more. Plug and play installation with zero-configuration allows you to get set up in 15 minutes. Samsara's hardware works with any vehicle, including cars, light and heavy trucks, buses, and more.

1 Rating

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9

IntelliSee

IntelliSee

IntelliSee is a real-time artificial intelligence (AI) risk mitigation platform working 24/7/365 to detect and mitigate threats before an incident occurs. IntelliSee turns your existing passive surveillance cameras into proactive risk-mitigation tools so you can protect your people, reputation, and financial well-being. Most surveillance today is unmonitored and used only for post-incident documentation. Even when cameras are monitored, overtaxed security staff are performing an error-prone and tedious task on an unmanageable number of screens. IntelliSee offers a reliable, proactive solution by overlaying and continuously scanning your live surveillance feeds for potential threats. When a threat is detected, IntelliSee instantly alerts designated contacts and systems to the nature and location of the threat so you can act.

1 Rating

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10

GPT-4V (Vision)

OpenAI

GPT-4 with vision (GPT-4V) enables users to instruct GPT-4 to analyze image inputs provided by the user, and is the latest capability we are making broadly available. Incorporating additional modalities (such as image inputs) into large language models (LLMs) is viewed by some as a key frontier in artificial intelligence research and development. Multimodal LLMs offer the possibility of expanding the impact of language-only systems with novel interfaces and capabilities, enabling them to solve new tasks and provide novel experiences for their users. In this system card, we analyze the safety properties of GPT-4V. Our work on safety for GPT-4V builds on the work done for GPT-4 and here we dive deeper into the evaluations, preparation, and mitigation work done specifically for image inputs.

1 Rating

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11

3DiVi Omni Platform

3DiVi

The 3DiVi Omni Platform is an integrable face recognition system designed to analyze images and video streams, offering capabilities such as face detection, tracking, and identification. It supports features like face identification by control lists, recognition of masked or partially covered faces, and provides integration through an API and an admin web interface. The platform is optimized for high performance, capable of processing large-scale databases efficiently, and is suitable for various applications, including access control and video analytics. Deployment options are versatile, supporting both on-premise and cloud environments, with compatibility across multiple operating systems. Additionally, the Omni Platform offers services such as market analysis, implementation support, and flexible licensing models to assist clients throughout all stages of deployment.

1 Rating

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12

Clarifai

Clarifai

Clarifai is a leading AI platform for modeling image, video, text and audio data at scale. Our platform combines computer vision, natural language processing and audio recognition as building blocks for developing better, faster and stronger AI. We help our customers create innovative solutions for visual search, content moderation, aerial surveillance, visual inspection, intelligent document analysis, and more. The platform comes with the broadest repository of pre-trained, out-of-the-box AI models built with millions of inputs and context. Our models give you a head start; extending your own custom AI models. Clarifai Community builds upon this and offers 1000s of pre-trained models and workflows from Clarifai and other leading AI builders. Users can build and share models with other community members. Founded in 2013 by Matt Zeiler, Ph.D., Clarifai has been recognized by leading analysts, IDC, Forrester and Gartner, as a leading computer vision AI platform. Visit clarifai.com

Starting Price: $0

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13

Alegion

Alegion

Alegion is the data labeling solution for enterprise-grade Machine Learning. We lead the industry in streaming, high-resolution, high-density video annotation, delivering accurately-annotated, model-ready data to train and validate ML models. Alegion provides both the platform and workforce to operate with quality at scale, processing structured and unstructured data including video, image, audio, and text. Our ML powered platform speeds up task completion by as much as 70%, including classless object tracking and single click smart polygon generation. Segmentation options include Keypoint, Bounding Box, Polyline, & Polygon segmentation, for image and video. Semantic Segmentation tools deliver seamless entity boundaries with pixel perfect accuracy. NLP and NER capabilities support text and audio classification and sentiment analysis. The platform is highly configurable to support hybrid use cases. Available via SaaS (Alegion Control), Managed Platform, and Managed Labeling Services.

Starting Price: $5000

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14

Nyckel

Nyckel

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 learning expert. That’s why Nyckel built a platform that makes image and text classification easy for everyone. In just a few minutes, you can train an AI model to identify attributes of any image or text. Whether you’re sorting through images, moderating text, or needing real-time content labeling, Nyckel lets you build a custom classifier in just 5 minutes. And with our Classification API, you can auto-label at scale. Nyckel’s goal is to make AI-powered classification a practical tool for anyone. Learn more at Nyckel.com.

Starting Price: Free

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15

Eden AI

Eden AI

Eden AI simplifies the use and deployment of AI technologies by providing a unique API connected to the best AI engines. Your time is precious: we take care of providing you with the AI engine best suited to your project and your data. No need to wait for weeks to change your AI engine. You can do it for free in a few seconds. We make sure to get you the cheapest provider while ensuring equal performance.

Starting Price: $29/month/user

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16

Deep Block

Omnis Labs

Deep Block is the world's fastest AI-powered remote sensing imagery analysis solution. Train your own AI models to detect instantly any objects in large satellite, aerial, and drone images. Deep Block's no-code data labeling interface lets you achieve your MLOps projects in days, with no prior expertise. Instead of hiring your own in-house AI engineering team, anybody can start training their own AI. If you have a mouse and a keyboard, you can use our web-based platform, check our project library for inspiration, and choose between 9 out-of-the-box AI training modules (image segmentation, object detection, facial detection, facial comparison…) to get you started. The power of Deep Block is not limited to training your own AI. Once, your AI model is ready, Deep Block's high-performance AI models can deliver very accurate results when detecting objects (0.9 mAP) and with minimum false positives (0.9 recall).

Starting Price: $10 per month

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17

Rosepetal AI

Rosepetal AI

Rosepetal AI is an innovative technology company specializing in advanced artificial vision and deep-learning solutions designed specifically for industrial quality control. Our platform integrates dataset handling, automated labelling and training of adaptive neural networks, enabling real-time defect detection without requiring advanced technical expertise. This intuitive, no-code SaaS solution democratizes access to sophisticated AI, significantly enhancing efficiency, reducing waste, and driving operational excellence across multiple industries such as automotive, food processing, pharmaceuticals, plastics, and electronics. The unique strength of Rosepetal AI lies in its dynamic adaptability and scalability. Our system allows industrial companies to quickly deploy robust AI models directly onto their production lines, continuously adjusting to new product variations and emerging defects. This capability ensures consistent quality, minimizes downtime.

Starting Price: €250

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18

V7 Darwin

V7

V7 Darwin is a powerful AI-driven platform for labeling and training data that streamlines the process of annotating images, videos, and other data types. By using AI-assisted tools, V7 Darwin enables faster, more accurate labeling for a variety of use cases such as machine learning model training, object detection, and medical imaging. The platform supports multiple types of annotations, including keypoints, bounding boxes, and segmentation masks. It integrates with various workflows through APIs, SDKs, and custom integrations, making it an ideal solution for businesses seeking high-quality data for their AI projects.

Starting Price: $150

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19

Alteia

Alteia

Alteia is a leading AI software platform that enables digital transformation through visual data analysis. It is supporting any industry-critical business needs, such as predictive maintenance, safety analysis, productivity management, and yield estimation, thanks to prebuilt, configurable, and high-value AI applications. Alteia combines computer vision and AI technologies that allow it to securely provide various industries with a unified database for all their visual data, and build high-value applications on top of it.

Starting Price: $1500

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20

Vertex AI Vision

Google

Easily build, deploy, and manage computer vision applications with a fully managed, end-to-end application development environment that reduces the time to build computer vision applications from days to minutes at one-tenth the cost of current offerings. Quickly and conveniently ingest real-time video and image streams at a global scale. Easily build computer vision applications using a drag-and-drop interface. Store and search petabytes of data with built-in AI capabilities. Vertex AI Vision includes all the tools needed to manage the life cycle of computer vision applications, across ingestion, analysis, storage, and deployment. Easily connect application output to a data destination, like BigQuery for analytics, or live streaming to drive real-time business actions. Ingest thousands of video streams from across the globe. With a monthly pricing model, enjoy up to one-tenth lower costs than previous offerings.

Starting Price: $0.0085 per GB

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21

FieldDay

FieldDay

Unlock the world of AI and Machine Learning right on your phone with FieldDay. We’ve taken the complexity out of creating machine learning models and turned it into an engaging, hands-on experience that’s as simple as using your camera. FieldDay allows you to create custom AI apps and embed them in your favourite tools, using just your phone. Feed FieldDay examples to learn from, and generate a custom model ready to be embedded in your app/project. A range of projects and apps driven by custom FieldDay machine learning models. Our range of integrations and export options simplifies the process of embedding a machine-learning model into the platform you prefer. With FieldDay, you can collect data directly from your phone’s camera. Our bespoke interface is designed for easy and intuitive annotation during collection, so you can build a custom dataset in no time. FieldDay lets you preview and correct your models in real-time.

Starting Price: $19.99 per month

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22

Voxel51

Voxel51

FiftyOne by Voxel51 - the most powerful visual AI and computer vision data platform. Without the right data, even the smartest AI models fail. FiftyOne gives machine learning engineers the power to deeply understand and evaluate their visual datasets—across images, videos, 3D point clouds, geospatial, and medical data. With over 2.8 million open source installs and customers like Walmart, GM, Bosch, Medtronic, and the University of Michigan Health, FiftyOne is an indispensable tool for building computer vision systems that work in the real world, not just in the lab. FiftyOne streamlines visual data curation and model analysis with workflows to simplify the labor-intensive processes of visualizing and analyzing insights during data curation and model refinement—addressing a major challenge in large-scale data pipelines with billions of samples. Proven impact with FiftyOne: ⬆️30% increase in model accuracy ⏱️5+ months of development time saved 📈30% boost in productivity

Starting Price: $0

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23

Azure AI Custom Vision

Microsoft

Create a custom computer vision model in minutes. Customize and embed state-of-the-art computer vision image analysis for specific domains with AI Custom Vision, part of Azure AI Services. Build frictionless customer experiences, optimize manufacturing processes, accelerate digital marketing campaigns, and more. No machine learning expertise is required. Set your model to perceive a particular object for your use case. Easily build your image identifier model using the simple interface. Start training your computer vision model by simply uploading and labeling a few images. The model tests itself on these and continually improves precision through a feedback loop as you add images. To speed development, use customizable, built-in models for retail, manufacturing, and food. See how Minsur, one of the world's largest tin mines, uses AI Custom Vision for sustainable mining. Rely on enterprise-grade security and privacy for your data and any trained models.

Starting Price: $2 per 1,000 transactions

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24

Prophesee Metavision

Prophesee

Metavision is an advanced event-based vision software toolkit developed by Prophesee, designed to facilitate the evaluation, design, and commercialization of event-based vision products. The SDK offers a comprehensive suite of tools, including 64 algorithms, 105 code samples, and 17 tutorials, enabling developers to efficiently build and deploy event-based applications. The open source architecture of Metavision SDK ensures full interoperability between software and hardware devices, fostering a rapidly growing event-based vision community. The platform covers a wide range of computer vision fields, such as machine learning, computer vision, camera calibration, and high-performance applications. Developers have access to extensive documentation, including over 300 pages of content, programming guides, and reference data, providing a solid foundation for product development. Metavision SDK5 PRO includes advanced add-ons like high-speed counting, spatter monitoring, and more.

Starting Price: Free

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25

Rapid Monitor

Rapid Global

Rapid Global’s AI Safety Software is a computer vision platform designed to enhance workplace safety by detecting unsafe acts and hazardous conditions in real time. Compatible with most IP cameras, it seamlessly integrates with existing surveillance systems, ensuring easy deployment and secure, on-site data processing. Users can customize monitoring parameters by selecting specific objects, areas, and timeframes, and set tailored alarm notifications to identify unsafe behaviors as they occur. It detects missing personal protective equipment, tracks forklift-pedestrian near misses, and monitors unauthorized activity within designated zones, such as individuals standing on conveyor belts or moving outside assigned walkways. These capabilities enable organizations to proactively prevent incidents and improve safety outcomes.

Starting Price: Free

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26

EarthCam

EarthCam

EarthCam offers a comprehensive suite of construction camera solutions designed to monitor, document, and promote projects through high-quality visual content. It provides advanced AI video analytics, enabling real-time insights into jobsite readiness, activity, and stress metrics, akin to a smartwatch biometrics report for your project. EarthCam's innovative webcams facilitate live streaming, 4K time-lapse, and 360° VR tours, enhancing visual collaboration and security with 24/7 recordings. EarthCam identifies over 30 job site materials, integrating seamlessly with Procore for schedule overlays and safety advisories. EarthCam's time-lapse services include image stabilization, enhancement, and customized music, delivering polished videos in multiple formats for marketing and archival purposes.

Starting Price: Free

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27

Scandit

Scandit

Scandit is the leader in smart data capture giving superpowers to workers, customers and businesses by providing actionable insights and automating end-to-end processes. Our Smart Data Capture platform enables smart devices, such as smartphones, drones, digital eyewear and robots to interact with physical items by capturing data from barcodes, text, IDs and objects with unmatched speed, accuracy and intelligence. Scandit accurately scans up to 3x faster than dedicated scanners in challenging light or at angles, on damaged labels, across multiple codes on any smart device. We enable innovation that delivers significant cost savings, increases employee retention and customer loyalty. Scandit partners with customers at every step with trials, solution design, integration and customer success support included. Visit scandit.com to learn why many market leaders trust us.

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28

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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29

Supervisely

Supervisely

The leading platform for entire computer vision lifecycle. Iterate from image annotation to accurate neural networks 10x faster. With our best-in-class data labeling tools transform your images / videos / 3d point cloud into high-quality training data. Train your models, track experiments, visualize and continuously improve model predictions, build custom solution within the single environment. Our self-hosted solution guaranties data privacy, powerful customization capabilities, and easy integration into your technology stack. A turnkey solution for Computer Vision: multi-format data annotation & management, quality control at scale and neural networks training in end-to-end platform. Inspired by professional video editing software, created by data scientists for data scientists — the most powerful video labeling tool for machine learning and more.

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30

Hive Data

Hive

Create training datasets for computer vision models with our fully managed solution. We believe that data labeling is the most important factor in building effective deep learning models. We are committed to being the field's leading data labeling platform and helping companies take full advantage of AI's capabilities. Organize your media with discrete categories. Identify items of interest with one or many bounding boxes. Like bounding boxes, but with additional precision. Annotate objects with accurate width, depth, and height. Classify each pixel of an image. Mark individual points in an image. Annotate straight lines in an image. Measure, yaw, pitch, and roll of an item of interest. Annotate timestamps in video and audio content. Annotate freeform lines in an image.

Starting Price: $25 per 1,000 annotations

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