Best On-Premises Computer Vision Software
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Compare the Top On-Premises Computer Vision Software as of July 2025
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What is On-Premises 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 On-Premises Computer Vision software currently available using the table below. This list is updated regularly.
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1
Ango Hub
iMerit
Ango Hub is the quality-centric, versatile all-in-one data annotation platform for AI teams. Available both on the cloud and on-premise, Ango Hub allows AI teams and their data annotation workforce to annotate their data quickly and efficiently, without compromising on quality. Ango Hub is the first and only data annotation platform focused on quality. It has features enhancing the quality of your team's annotations such as centralized labeling instructions, a real-time issue system, review workflows, sample label libraries, consensus up to 30 annotators on the same asset, and more. Ango Hub is also versatile. It supports all of the data types your team might need: image, audio, text, video, and native PDF. It has close to twenty different labeling tools you can use to annotate your data, among them some which are unique to Ango Hub such as rotated bounding boxes, unlimited conditional nested questions, label relations, and table-based labeling for more complex labeling tasks. -
2
Kognition
Kognition
Kognition delivers AI-powered security technology that ensures an always-on, always-aware force multiplier at a fraction of the cost of traditional security programs. Working within existing systems, we enable organizations to proactively monitor for threats (such as weapon presentation and crowd forming) and alert your security team to the presence of both restricted individuals and VIPs. Kognition reduces IT costs and the need for additional security staff while improving incident response times and driving comprehensive security reporting and visibility for K-12+, commercial real estate, regulated industries, and more. -
3
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.Starting Price: $280 per month -
4
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.Starting Price: $100 per month -
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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. -
6
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.comStarting Price: $0 -
7
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 -
8
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 -
9
Visual Layer
Visual Layer
Visual Layer is a platform for working with large volumes of image and video data. It supports visual search, filtering, tagging, and dataset structuring across raw files, metadata, and labels. No code is required, and both technical and non-technical teams use it in production. Common applications include curating datasets for machine learning, auditing visual content for compliance, reviewing surveillance material, and preparing media for downstream platforms. The platform detects duplicates, mislabeled items, outliers, and low-quality files to improve data quality before model training or operational decision-making. It is model-agnostic, supports both cloud and on-premise deployment, and is built by the creators of Fastdup, the widely used open-source tool for visual deduplication.Starting Price: $200/month -
10
Chooch
Chooch
Chooch is an industry-leading, full lifecycle AI-powered computer vision platform that detects visuals, objects, and actions in video images and responds with pre-programmed actions using customizable alerts. It services the entire machine learning AI workflow from data augmentation tools, model training and hosting, edge device deployment, real-time inferencing, and smart analytics. This provides organizations with the ability to apply computer vision in the broadest variety of use cases from a single platform. Chooch AI Vision can be deployed quickly with ReadyNow models for the most common use cases like fall detection and workplace safety, face recognition, demographics, weapon detection, and more. Using existing cameras and edge infrastructure, models can be deployed to video streams detecting patterns and anomalies and witness real-time insights in seconds.Starting Price: Free -
11
Qwen2-VL
Alibaba
Qwen2-VL is the latest version of the vision language models based on Qwen2 in the Qwen model familities. Compared with Qwen-VL, Qwen2-VL has the capabilities of: SoTA understanding of images of various resolution & ratio: Qwen2-VL achieves state-of-the-art performance on visual understanding benchmarks, including MathVista, DocVQA, RealWorldQA, MTVQA, etc. Understanding videos of 20 min+: Qwen2-VL can understand videos over 20 minutes for high-quality video-based question answering, dialog, content creation, etc. Agent that can operate your mobiles, robots, etc.: with the abilities of complex reasoning and decision making, Qwen2-VL can be integrated with devices like mobile phones, robots, etc., for automatic operation based on visual environment and text instructions. Multilingual Support: to serve global users, besides English and Chinese, Qwen2-VL now supports the understanding of texts in different languages inside imagesStarting Price: Free -
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Qwen2.5-VL
Alibaba
Qwen2.5-VL is the latest vision-language model from the Qwen series, representing a significant advancement over its predecessor, Qwen2-VL. This model excels in visual understanding, capable of recognizing a wide array of objects, including text, charts, icons, graphics, and layouts within images. It functions as a visual agent, capable of reasoning and dynamically directing tools, enabling applications such as computer and phone usage. Qwen2.5-VL can comprehend videos exceeding one hour in length and can pinpoint relevant segments within them. Additionally, it accurately localizes objects in images by generating bounding boxes or points and provides stable JSON outputs for coordinates and attributes. The model also supports structured outputs for data like scanned invoices, forms, and tables, benefiting sectors such as finance and commerce. Available in base and instruct versions across 3B, 7B, and 72B sizes, Qwen2.5-VL is accessible through platforms like Hugging Face and ModelScope.Starting Price: Free -
13
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: $195 -
14
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. -
15
Partium
Partium
Partium is a multi-modal AI-supported Enterprise Part Search. It makes it easy for your users in Maintenance and After sales & Service environments to find parts in spare parts portals, web shops, and maintenance systems. It allows technicians to search by image, text, filter, bill of materials, and tags. Hotline agents can confirm part search results and connect with the users. Partium also offers insights in your users' search behavior. Partium handles millions of spare part searches every month. Caterpillar, Parker, Liebherr, Deutsche Bahn, New Holland, The Home Depot, ENGEL, Wien Energie, and many other companies use Partium to provide not just a great search for their internal employees and customers, but a search that converts at higher rates because of relevancy, accuracy, and ease-of-use. -
16
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. -
17
Mobius Labs
Mobius Labs
We make it easy to add superhuman computer vision to your applications, devices and processes to give you unassailable competitive advantage. No code, customizable & on-premise AI solutions. -
18
Standard Vision OS^
Standard AI
Enabling autonomous checkout for brick & mortar retailers with our modern AI-powered computer vision platform. Just grab and go! Customers can walk in, grab what they need, and leave without waiting in line or stopping to scan and pay. Standard’s computer vision and AI-powered solution is the only one that can be quickly and easily installed in retailers’ existing stores. Standard’s technology is a giant leap forward for retailers who want autonomous checkout, but don’t want to build new stores to get it. Standard doesn't use any facial recognition or other biometrics. All of our deployments are on-premise to ensure maximum performance and security for retailers and their customers. Standard’s solution is camera-first, with no turnstiles or gates. That means simple and quick installs with no disruption to customers or the business. Standard believes good retail is predicated on happy customers having a great experience. -
19
AWS Panorama
Amazon
Add computer vision (CV) to your existing fleet of cameras with AWS Panorama devices, which integrate seamlessly with your local area network. Make predictions locally with high accuracy and low latency from a single management interface, where you can analyze video feeds in milliseconds. Process video feeds at the edge, so you can control where your data is stored and operate with limited internet bandwidth. 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. Easily track throughput, optimize freight operations, and recognize objects such as parts or products, or text in labels or barcodes. Monitor traffic lanes for issues such as stopped vehicles, and send real-time alerts to staff to keep traffic flowing. Quickly detect manufacturing anomalies so you can take corrective action and decrease costs. -
20
AI Verse
AI Verse
When real-life data capture is challenging, we generate diverse, fully labeled image datasets. Our procedural technology ensures the highest quality, unbiased, labeled synthetic datasets that will improve your computer vision model’s accuracy. AI Verse empowers users with full control over scene parameters, ensuring you can fine-tune the environments for unlimited image generation, giving you an edge in the competitive landscape of computer vision development. -
21
Surveily
Surveily
Surveily is an AI-powered EHS (Environment, Health, and Safety) video analytics platform designed to transform existing camera infrastructure into a proactive safety monitoring system. It delivers real-time insights and alerts, preventing incidents before they occur. It integrates seamlessly with over 95% of digital camera systems, enabling rapid deployment without the need for hardware replacement. Surveily's AI suite detects multiple types of safety hazards in real time, including PPE compliance violations, unsafe behaviors, and hazardous situations. It offers comprehensive EHS analytics, alerts, insights, and compliance tools, allowing organizations to monitor safety performance and ensure regulatory compliance. Surveily supports centralized multi-site management, providing a unified dashboard to track safety metrics and receive tailored alerts for instant action on unsafe conditions. -
22
Cloudastructure
Cloudastructure
Enables a live unified view of multiple sites from any device and history up to 10x faster than on-premises systems. The first cloud-native video surveillance platform with AI and computer vision analytics for better and more cost-effective enterprise security. Eliminates security risks, no video or data is stored or accessed on the network. Significantly reduce IT server management and maintenance costs versus on-premises or hybrid systems. Simplifies site management and provides centralized administration. Scales to an unlimited number of locations and cameras. Cloud video surveillance systems are easy to manage, use and install. The user-friendly interface makes set-up a breeze. No special technical skills are required. Advanced vehicle and people detection, counting, classification, license plate recognition, wrong-way detection, etc. Search by social distance violation, know how many people are in space and their physical distance.
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