Best Computer Vision Software for Mac of 2024

SuperAnnotate is the best platform to build high-quality training datasets for NLP and computer vision. We enable machine learning teams to create highly accurate datasets and successful pipelines of ML faster with advanced tooling, QA, ML, and automation features, data curation and robust SDK, offline accessibility, and integrated annotation services. We have created a unified annotation environment by bringing together professional annotators and our annotation tool. This allows us to provide integrated software and services that will lead to better quality data and more efficient data processing.

Luxand FaceSDK, a cutting-edge cross-platform software kit, is designed to deliver high performance face recognition, facial feature detection, and identification. Luxand FaceSDK is a cross-platform software development kit that integrates seamlessly into web, desktop and mobile applications. It enables face-based authentication and automatic face detection and identification, elevating user experience to a new level.

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 building better, faster and stronger AI. We help enterprises and public sector organizations transform their data into actionable insights. Our technology is used across many industries including Defense, Retail, Manufacturing, Media and Entertainment, and more. We help our customers create innovative AI solutions for visual search, content moderation, aerial surveillance, visual inspection, intelligent document analysis, and more. Founded in 2013 by Matt Zeiler, Ph.D., Clarifai has been a market leader in computer vision AI since winning the top five places in image classification at the 2013 ImageNet Challenge. Clarifai is headquartered in Delaware

Scandit gives superpowers to workers, customers and businesses by providing actionable insights and automating end-to-end processes. Scandit's Smart Data Capture platform captures data from barcodes, text, IDs and objects with unmatched speed, accuracy and intelligence. For retail store associates, Scandit helps them to increase efficiencies, automate processes and reduces manual, tedious tasks both front and back of house. We enable smart devices to streamline order fulfilment and store operations, enabling store associates to spend more time engaging customers to drive loyalty. For customers, Scandit enhances their in-store experience by blending the benefits of online and physical shopping. Customers can receive information about products and skip queues with mobile self-scanning and display personalized offers through AR on their own smartphone. For post and parcel, Scandit digitalizes end-to-end processes, while increasing efficiency and productivity. Enabling smart devices to simplify and automate tasks like van loading, proof of delivery or PUDO workflows. For air travel, we reduce cost and time of airport operations and passenger handling through mobile scanning boarding passes, passports and luggage tags.

Whether you want to sell more spare parts, support your parts desk and hotline team. or drive maintenance efficiency, Partium can help with that. 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.

Gravio allows you to connect and interact in new ways with your environment using the power of IoT and sensors, edge computing and computer vision. Gravio runs on Windows, macOS and Linux. You can connect to many inputs and outputs, including some bundled IoT sensors and computer vision/AI cameras as well as MQTT and HTTP APIs. Gravio requires no programming knowledge. Gravio unlocks connected technologies by connecting sensors and input devices, cameras and APIs to a space. This information is then continuously gathered and shared, allowing for new ways to interact, learn from, and enhance a physical environment. Gravio is a low-code/no code environment that allows entrepreneurs and organizations to create custom connected experiences in new and existing environments.

OpenCV (Open Source Computer Vision Library), is an open-source machine learning and computer vision software library. OpenCV was created to provide a common infrastructure to support computer vision applications and accelerate machine perception in commercial products. OpenCV is a BSD-licensed product that makes it easy to modify and use the code by businesses. The library contains more than 2500 optimized algorithms. This includes a comprehensive set both of classic and modern computer vision and machine-learning algorithms. These algorithms can be used for recognizing faces, identifying objects, tracking camera movements, classifying human actions in videos and producing 3D point clouds from stereo-cameras. They can also be used to stitch images together to create a high resolution image of the entire scene, find similar images from a database, remove red eyes from images taken with flash, recognize scenery, and follow eye movements.

viAct, an AI company that focuses on ESG, provides "Scenario based Vision Intelligence" solutions for the AEC industry in Asia, Europe and the Middle East. Since its inception in 2016, viAct has successfully deployed hundreds of its proprietary AI algorithms. They provide extremely detailed insights into job sites and transform vision into practical actions. The 30+ pre-built AI modules allow stakeholders to reduce accidents, optimize costs, and track environmental non-compliances. viAct is a 2020 Top 50 Global ConTech Startup. Its disruptive AI navigation solution makes it easier than humans to manage man-made environments.

For the perfect store, real-time shelf monitoring insights ShelfWatch accurately understands the environment where SKUs are marketed. It provides actionable insights, and creates a positive feedback loop that assists CPG companies in their flawless store execution. Image Recognition technology improves sales force productivity, provides insights into shelf conditions, and drives incremental sales. ShelfWatch provides a complete picture of the execution of your store by calculating different KPIs, which can be customized to suit your needs. ShelfWatch's mobile app captures images to provide analysis on product placement and visibility. Smart features include blur detection, angle alignment and eye-level alignment. Images can be clicked in any area without internet access and uploaded as soon as an internet connection is available. ShelfWatch integrates easily with multiple DMS and SFA apps.

Voxel51, the company behind FiftyOne is responsible for the open-source software that allows you to create better computer vision workflows through improving the quality of datasets and delivering insights into your models. Explore, search and slice your datasets. Find samples and labels quickly that match your criteria. FiftyOne offers tight integrations to public datasets such as COCO, Open Images and ActivityNet. You can also create your own datasets. Data quality is one of the most important factors that affect model performance. FiftyOne can help you identify, visualize and correct the failure modes of your model. Annotation errors lead to bad models. But finding mistakes manually is not scalable. FiftyOne automatically finds and corrects label mistakes, so you can curate better-quality datasets. Manual debugging and aggregate performance metrics don't scale. Use the FiftyOne Brain for edge cases, new samples to train on, and more.

A unified platform can be deployed to enhance your organization's visual knowledge and automate tasks over time. TechSee's platform provides a single view of customer issues across an organization. This allows for warm transfer between channels and leverages visual data to enable AI-powered automation. The platform has been proven to work with large departments and tens to thousands of reps. It can also support technicians, agents, and end users in new locations without affecting availability or performance. The platform uses visual data to automate processes with Computer Vision AI. This includes real-time decision support for agents as well as self-service for customers. The organization has access to the full history of each customer's visual session. This allows them to understand the context of each contact. This information can be used to support internal collaboration and is compliant with privacy policies.

FabImage Studio Professional, a data-flow-based software for machine vision engineers, is available. It doesn't require programming skills but it is so powerful it can win even with low-level programming libraries. The architecture is also highly adaptable, so users can adapt it to their work style and specific project requirements.

IMPACT Software Suite has over 120 inspection tools and 50 controls for user interfaces. This suite allows users to quickly create unique inspection programs and easy-to-use user interfaces. This is possible without sacrificing flexibility or requiring a lot of development time. IMPACT Software Suite offers a Software Development Kit, (SDK), that allows for full integration of machine vision monitoring capabilities in HMI software applications. Vision Program Manager (VPM), provides hundreds of image processing, analysis, and optimization functions. VPM can be used to enhance images, measure objects, detect presence or absence of features, read text and bar codes, and locate and measure them. Control Panel Manager (CPM), simplifies the development of operator interfaces and allows for quick adjustments to critical machine controls. CPM creates operator interface panels that allow you to view and adjust critical machine control. The IMPACT Software Development Kit, (SDK), includes the following:

You can unlock a new level in situational awareness by using exceptionally accurate face recognition and additional person- and face-based computer vision features. SAFR provides actionable insights that help to protect the safety and health of people all over the world.

EV Lib is an embedded vision software library that uses deep learning and AI. It includes functionalities for people and vehicles, object detection, identification tracking, 3D pose estimation, and vehicle and object tracking.

AlwaysAI offers developers a simple and flexible way for them to create, train, and deploy computer-vision applications to a wide range of IoT devices. You can choose from a variety of deep learning models, or upload your own. Our flexible and customizable APIs make it easy to quickly enable core computer vision services. You can quickly prototype, test, and iterate using a variety camera-enabled ARM32, ARM64, and x86 devices. Identify objects in an image using their names or classifications. Identify and count objects in real-time video feeds. Follow the same object through a series of frames. To count or track faces or complete bodies in a scene, locate them. Identify and draw borders around objects. You can separate the key objects from the background visuals in an image. Determine human body postures, fall detection, and emotions. To train an object detection model, use our model training toolkit. You can create a model that is tailored to your particular use-case.

SimpleCV is an open source framework for building computer vision apps. It allows you to access many powerful computer vision libraries, such as OpenCV. You don't need to know about bit depths or file formats. This is computer vision simplified. These are just some of the many things you can do using SimpleCV. For more information, please see our tutorial. You can also download many examples from the SimpleCV directory located under the examples folder. SimpleCV is an open source framework. This means that you can use it to create vision applications. It allows you to work with images or video streams from webcams or mobile phones, Kinects and FireWire, as well as IP cameras or mobile phones. It allows you to create software that will allow your different technologies to not only see the world, but also understand it.