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Object Storage Solutions
Object storage solutions are systems designed to store large amounts of unstructured data, such as multimedia files, backups, logs, and archives, in a highly scalable and accessible manner. These platforms break data into individual objects, each containing the data itself, metadata, and a unique identifier, which makes retrieval and management more efficient. Object storage is typically used for cloud storage environments, where flexibility, scalability, and redundancy are key. It allows organizations to store vast amounts of data with high durability, often offering features like automated data tiering, access controls, and encryption. Object storage solutions are ideal for businesses that need cost-effective, scalable, and secure storage for large datasets or growing volumes of unstructured data.
AI Object Removers
AI object removers are software tools that identify and remove objects from digital images. They use machine learning techniques to accurately detect a specific object or set of objects, such as people, cars, buildings, trees, and plants. Once identified, the algorithm will then delete the object from the image without altering any other information. This technology can be used for various applications including removing unwanted persons and objects from photos or videos.
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.
OKR Software
OKR software is a tool used to help track and manage organizational objectives and key results. It provides the ability to create, assign, collaborate on, review, and report on objectives and key results across an organization. OKR software can be used to keep the organization's goals aligned with its overall strategy while providing transparency around progress being made. OKR implementation has been shown to foster team engagement, collaboration, goal alignment, performance management capabilities, and accountability across organizations of all sizes.
Data Lake Solutions
Data lake solutions are platforms designed to store and manage large volumes of structured, semi-structured, and unstructured data in its raw form. Unlike traditional databases, data lakes allow businesses to store data in its native format without the need for preprocessing or schema definition upfront. These solutions provide scalability, flexibility, and high-performance capabilities for handling vast amounts of diverse data, including logs, multimedia, social media posts, sensor data, and more. Data lake solutions typically offer tools for data ingestion, storage, management, analytics, and governance, making them essential for big data analytics, machine learning, and real-time data processing. By consolidating data from various sources, data lakes help organizations gain deeper insights and drive data-driven decision-making.
Software-Defined Storage (SDS)
Software-Defined Storage (SDS) is a storage architecture that separates the software control layer from the physical storage hardware, allowing organizations to manage storage resources — like capacity, performance, replication, and provisioning — through a unified software layer rather than being locked into specific hardware arrays. These solutions pool storage across commodity servers or diverse storage devices and abstract them into flexible, dynamic storage services. SDS enables policy-based automation, easier scalability, hardware vendor independence, and rapid provisioning. It supports block, file, and object storage interfaces and is well suited for hybrid cloud, edge, and modern data-driven environments. Ultimately, SDS empowers IT teams to treat storage as a programmable resource, reduce costs, increase agility, and adapt quickly to changing data demands.
Artificial Intelligence Software
Artificial Intelligence (AI) software is computer technology designed to simulate human intelligence. It can be used to perform tasks that require cognitive abilities, such as problem-solving, data analysis, visual perception and language translation. AI applications range from voice recognition and virtual assistants to autonomous vehicles and medical diagnostics.
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    alwaysAI

    alwaysAI

    alwaysAI

    ...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.
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    Kibsi

    Kibsi

    Kibsi

    ...Of course, adding your own objects is easy and automated, too.
    Starting Price: $99 per month
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    Eyewey

    Eyewey

    Eyewey

    ...Our mobile app which is available on both Android and IOS utilizes the power of computer vision to help people with complete blindness in their day-to-day lives. It is capable of alerting hazardous objects or signs, detecting common objects, recognizing text as well as currencies and understanding basic scenarios through deep learning.
    Starting Price: $6.67 per month
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    Apera AI

    Apera AI

    Apera AI

    ...The AI learns to understand your parts completely, so the robot can take the fastest, safest, most reliable path in and out of movements to handle the parts. Vue understands how to avoid collisions within the operating area, even with the object in hand. Since the AI also understands how the object has been picked up, it can precisely and accurately place it, or assemble it with another object.
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    Fractal Analytics
    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.
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    OpenCV

    OpenCV

    OpenCV

    ...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.
    Starting Price: Free
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    Azure Computer Vision
    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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    FlyPix AI

    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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    Sightbit

    Sightbit

    Sightbit

    SightBit provides an AI-powered solution for enhancing safety and security around open water. The company’s proprietary deep-learning AI models and computer vision technology enable capabilities including object detection and classification, drowning detection, hazard detection and prediction, object penetration detection and pollution detection. SightBit’s technology addresses climate challenges by detecting, monitoring, and providing alerts regarding events such as tsunamis and rip currents, while simultaneously providing management capabilities. ...
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    Segments.ai

    Segments.ai

    Segments.ai

    Segments.ai is an advanced data labeling platform that allows users to label data from multiple sensors simultaneously, improving the speed and accuracy of labeling for robotics and autonomous vehicle (AV) applications. It supports 2D and 3D labeling, including point cloud annotation, and enables users to label moving and stationary objects with ease. The platform leverages smart automation tools like batch mode and ML-powered object tracking, streamlining workflows and reducing manual labor. By fusing 2D image data with 3D point cloud data, Segments.ai offers a more efficient and consistent labeling process, ideal for high-volume, multi-sensor projects.
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    Deep Block

    Deep Block

    Omnis Labs

    ...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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    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. ...
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    EVLib

    EVLib

    Irida Labs

    EV Lib is a complete embedded vision software library based on deep learning and AI with functionalities for people, vehicle and object detection, identification tracking and 3D pose estimation.
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    Cognex VisionPro

    Cognex VisionPro

    Cognex Corporation

    ...It is designed to setup and deploy vision applications—no matter the camera or frame grabber. With VisionPro, users can perform a wide range of functions, from geometric object location and inspection to identification, measurement, and alignment, as well as specialized functions specific to semiconductor and electronics applications.
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    Qwen2.5-VL

    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. ...
    Starting Price: Free
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    Amazon Rekognition
    ...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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    Recogni

    Recogni

    Recogni

    ...Our novel Vision Cognition Module (VCM), based on a custom ASIC, is capable of running deep-learning networks with amazing efficiency. This purpose-built solution can enable a car to detect small objects at long distances while consuming minimal battery power. A combination of real world & synthetic data is essential for state-of-the-art perception. One of the benefits of utilizing synthetic data is our ability to augment & enhance real world data. Enabled with a combination of Peta-Op class performance, industry-lowest latency & jitter, & industry-highest power efficiency.
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    Dragoneye

    Dragoneye

    Dragoneye

    ...Map them to your custom data labels for easy integration with your existing systems. Detect new custom attributes such as SKU or item condition, even if you don’t have a lot of data. Our model's deep understanding of object categories means that we can deliver fantastic real-world accuracy with just a few images. All changes happen on server which means instant deployment. Paired with smart or deep links in app, you can refine features and add functionality on the fly.
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    IMPACT Software Suite
    ...IMPACT Software Suite also provides a Software Development Kit (SDK) that guarantees full integration of machine vision monitoring capabilities into HMI software applications. Vision Program Manager (VPM) provides hundreds of image processing and analysis functions. Use VPM to enhance images, locate features, measure objects, check for presence or absence, and read text and bar codes. Control Panel Manager (CPM) simplifies development of operator interfaces with the ability to make on-the-fly adjustments to critical machine controls. CPM creates operator interface panels to view and adjust critical machine controls. IMPACT Software Development Kit (SDK) consists of
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    Numina

    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. ...
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    Physna

    Physna

    Physna

    Our industry-leading geometric deep learning technology bridges the gap between physical objects and digital code. We are changing the future of engineering, industrial design and procurement, and putting the power in the hands of innovators and creators, one 3D model at a time. Using proprietary algorithms and advanced geometric deep learning technology, Physna codifies 3D models into detailed data that is understandable by software applications.
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    Plainsight

    Plainsight

    Plainsight

    ...Collect accurate training datasets to provide a high-quality training foundation for models. Accelerate labeling with smart polygon selection, predictive labeling, & automated object recognition. Easily train models with a breakthrough process designed to reduce time to vision AI solutions. Quickly deploy & scale applications at the edge, in the cloud, or on-premises to meet business needs.
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    AWS Panorama
    ...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.
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    Amazon Lookout for Vision
    ...Spot damage to a product’s surface quality, color, and shape during the fabrication and assembly process. Determine what’s missing based on the absence, presence, or placement of objects, like a missing capacitor in a printed circuit board. Detect defects with repeating patterns, such as repeated scratches in the same spot on a silicon wafer. Amazon Lookout for Vision is an ML service that uses computer vision to spot defects in manufactured products at scale. Spot product defects using computer vision to automate quality inspection.
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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. ...
    Starting Price: Free
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    Intel Geti
    Intel® Geti™ software simplifies the process of building computer vision models by enabling fast, accurate data annotation and training. With capabilities like smart annotations, active learning, and task chaining, users can create models for classification, object detection, and anomaly detection without writing additional code. The platform also provides built-in optimizations, hyperparameter tuning, and production-ready models optimized for Intel’s OpenVINO™ toolkit. Designed to support collaboration, Geti™ helps teams streamline model development, from data labeling to model deployment.
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    Rapid Monitor

    Rapid Monitor

    Rapid Global

    ...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. ...
    Starting Price: Free
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    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.
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    Ailiverse NeuCore
    ...Fully integrable vision AI models fit into your existing workflows and systems, or even edge devices easily. Seamless scalability accommodates your growing business needs and evolving business requirements. Divides an image into segments of different objects within the image. Extracts text from images, making it machine-readable. This model also works on handwriting. With NeuCore, building computer vision models is as easy as drag-and-drop and one-click. For more customization, advanced users can access provided code scripts and follow tutorial videos.
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    PaliGemma 2
    ...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.
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