Alternatives to IceCream Labs
Compare IceCream Labs alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to IceCream Labs in 2026. Compare features, ratings, user reviews, pricing, and more from IceCream Labs competitors and alternatives in order to make an informed decision for your business.
-
1
Google Cloud Vision AI
Google
Derive insights from your images in the cloud or at the edge with AutoML Vision or use pre-trained Vision API models to detect emotion, understand text, and more. Google Cloud offers two computer vision products that use machine learning to help you understand your images with industry-leading prediction accuracy. Automate the training of your own custom machine learning models. Simply upload images and train custom image models with AutoML Vision’s easy-to-use graphical interface; optimize your models for accuracy, latency, and size; and export them to your application in the cloud, or to an array of devices at the edge. Google Cloud’s Vision API offers powerful pre-trained machine learning models through REST and RPC APIs. Assign labels to images and quickly classify them into millions of predefined categories. Detect objects and faces, read printed and handwritten text, and build valuable metadata into your image catalog. -
2
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. -
3
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. -
4
Pelagian Restaurant Billing
Pelagian Softwares
Pelagian Restaurant Billing software has been developed for beer bars, fast food corners, restaurants, sweet corners, bakeries, ice-cream parlors, hotels, cafeterias, pizzerias, homes, counters, clubs, corporate catering on the customized concept of KOT (Kitchen Order Token) system. The software allows making bills with and without the KOT system. This software provides a total item sale summary and daily sales summary without any burden. You can maintain stock regularly. Pelagian Restaurant Billing Software brings the complete solution for managing the restaurant in a faster and too easier way. This Windows-based software genuinely provides you with appropriate medium to fast entry and accurate output of desired input. We present your brief outline of this software which really helps you to understand it clearly. KOT will be split as per items serving the kitchen. like single order has multiple items that concern different kitchens will be directly sent to their kitchen printer.Starting Price: $99.88 per PC -
5
Cream
C.R.E.A.M. Finance
CREAM Finance is a DeFi ecosystem focused on providing lending, exchange, payment, and asset tokenization services. CREAM also operates a permissionless and open-source protocol so any other internet participant can be a part of the development of the network, instead of just using it or locking up funds in smart contracts for staking rewards. Financial inclusion is among CREAM'S primary goals. And the objective is to be able to achieve it without compromising the safety and security of each user and their assets. CREAM is established on the Ethereum blockchain, it can take advantage of smart contracts that can be used to run Ethereum Virtual Machines (EVM). Such a set-up also allows the CREAM project to have better composability than other DeFi projects. EVMs can also help community users develop their own decentralized applications (Dapps) on top of the network. However, there is very little detail on the community’s plans for such at the moment -
6
Folio3
Folio3 Software
Folio3 machine learning company has a team of dedicated Data Scientists and Consultants that have delivered end-to-end projects related to machine learning, natural language processing, computer vision and predictive analysis. Artificial Intelligence and Machine Learning algorithms have enabled companies to utilize highly-customized solutions equipped with advanced Machine Learning capabilities. Computer vision technology has scaled up visual data analysis, introduced new image- based functionalities and transformed the way companies from various verticals utilize visual content. Predictive analytics solutions offered by Folio3 produce effective and fast results, enabling you to identify opportunities and anomalies in your business processes and strategy. -
7
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. -
8
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 -
9
Image Candy
Image Candy
Image Candy was developed by Icecream Apps team, which means proven reliability and high quality for processing image files. In 2016, we launched PDF Candy to provide users all over the world with online PDF tools. Feeling high demand in online solutions in 2021, we launched Video Candy, and in 2022 - Image Candy websites. Our desktop software's most valuable features were used to create this efficient image processing toolkit and provide you with the best experience available online. As always, all our tools are easy-to-use. You can always upload files by drag and dropping them onto a tool's web page or upload them from Dropbox or Google Drive.Starting Price: Free -
10
Access, manipulate, analyze and present information in visual formats using a powerful combination of SAS technologies. With SAS Visual Machine Learning, you can broaden your analytics with machine learning and deep learning capabilities that are accessible across your organization for better visualization and reporting. Visualize and discover relevant relationships in your data. Create and share interactive reports and dashboards, and use self-service analytics to quickly assess probable outcomes for smarter, more data-driven decisions. Explore data and build or adjust predictive analytical models with this solution running in SAS® Viya®. Data scientists, statisticians, and analysts can collaborate and iteratively refine models for each segment or group to make decisions based on accurate insights. Solve complex analytical problems with a comprehensive visual interface that handles all tasks in the analytics life cycle.
-
11
neptune.ai
neptune.ai
Neptune.ai is a machine learning operations (MLOps) platform designed to streamline the tracking, organizing, and sharing of experiments and model-building processes. It provides a comprehensive environment for data scientists and machine learning engineers to log, visualize, and compare model training runs, datasets, hyperparameters, and metrics in real-time. Neptune.ai integrates easily with popular machine learning libraries, enabling teams to efficiently manage both research and production workflows. With features that support collaboration, versioning, and experiment reproducibility, Neptune.ai enhances productivity and helps ensure that machine learning projects are transparent and well-documented across their lifecycle.Starting Price: $49 per month -
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.comStarting Price: $0 -
13
Icecream PDF Editor
Icecream Apps
Meet Icecream PDF Editor, intuitive free PDF editor for Windows that enables you to create and edit PDF files. Make use of 4 major PDF editing modes: Edit, Annotate, Manage pages and Fill in forms. You can edit text and objects, add notes, manage pages, merge PDFs, protect files, and much more with the PDF editor. Use the best PDF Editor to immensely increase the productivity while managing your PDF files. Edit any text in a PDF document with ease. Visually combine and reorder PDF pages, split and merge PDF files. Easily create PDF documents from scratch. Set password or limit editing/copying rights for document protection purposes. Complete in-built forms in your PDF documents. Add notes, highlight areas, strike through or highlight text, add comments and more. Quickly search through document before editing it. Create custom stamps for better and quicker PDF proofreading.Starting Price: $49.95 one-time payment -
14
Abacus.AI
Abacus.AI
Abacus.AI is the world's first end-to-end autonomous AI platform that enables real-time deep learning at scale for common enterprise use-cases. Apply our innovative neural architecture search techniques to train custom deep learning models and deploy them on our end to end DLOps platform. Our AI engine will increase your user engagement by at least 30% with personalized recommendations. We generate recommendations that are truly personalized to individual preferences which means more user interaction and conversion. Don't waste time in dealing with data hassles. We will automatically create your data pipelines and retrain your models. We use generative modeling to produce recommendations that means even with very little data about a particular user/item you won't have a cold start. -
15
Icecream Image Resizer
Icecream Apps
Meet free Icecream Image Resizer for Windows, an application specially designed to resize your images with maximum productivity. Add files or even whole folders to batch resize photos in seconds. Just select the output image resolution and simply click the "Resize" button! Resize images of JPG, PNG and other formats. The photo resizer supports all popular image formats. Resize JPG, JPEG, PNG, BMP and TIFF. Resize images for any purpose in 3 clicks. See estimated photos' size before pressing 'Resize images' button. No default watermark added to the output images. Simply drag and drop to add photos for resizing. It saves you both time and effort. Choose one of the size presets for popular tasks: Facebook, email, mobiles, and more. Resize images while retaining their original aspect ratio. Image resizer automatically applies reversed size settings for vertical images. Choose output folder setting or overwrite original image files.Starting Price: $19.95 -
16
Nanonets
Nanonets
Nanonets enables self-service artificial intelligence by simplifying adoption. Easily build machine learning models with minimal training data or knowledge of machine learning. At Nanonets, we serve up the most accurate models. Always. -
17
Icecream PDF Split & Merge
Icecream Apps
Split and merge PDF documents easily with Icecream PDF Split & Merge. You can split PDF into single-page files, split by groups of pages and even get rid of certain pages using one of the splitting modes of the software. You can also combine PDF files into a single document with ease. Work with password-protected files and set you own files permissions. Use the built-in PDF reader to view PDF files. No need to download additional software. Your files are securely processed right on your PC, no need to upload anything online. Drag-and-drop support for adding and arranging files conveniently. Split and combine PDF files by adding them from the Windows context menu. -
18
PDF Candy
Icecream Apps
PDF Candy provides users all over the world with absolutely free online and offline tools for working with PDF files (converting, splitting, merging, rotating, etc ). PDF Candy is created by Icecream Apps team, which means proven reliability and high quality for processing PDF files. We used our offline software's best functionality to create this unique toolset to provide you with the best experience currently available online. All services are provided at no cost and are ads-free. All tools are very easy to use. You can always upload files from Dropbox, Google Drive or simply by drag and dropping them. Each tool can be added to 'Favorites' for faster access from the index page of the PDF Candy website. -
19
JADBio AutoML
JADBio
JADBio is a state-of-the-art automated Machine Learning Platform without the need for coding. With its breakthrough algorithms it can solve open problems in machine learning. Anybody can use it and perform a sophisticated and correct machine learning analysis even if they do not know any math, statistics, or coding. It is purpose-built for life science data and particularly molecular data. This means that it can deal with the idiosyncrasies of molecular data such as very low sample size and very high number of measured quantities that could reach to millions. Life scientists need it to understand what are the features and biomarkers that are predictive and important, what is their role, and get intuition about the molecular mechanisms involved. Knowledge discovery is often more important than a predictive model. So, JADBio focuses on feature selection and its interpretation.Starting Price: Free -
20
Vize by Ximilar
Ximilar
Use deep learning algorithms with the highest accuracy on the market. Implement cutting-edge vision automation faster with no development costs. Create powerful and custom image recognizers in intuitive web interface. We always improve the underlying machine learning algorithms so you are up-to-date. Train custom neural network to recognize your specific images. Ximilar, industry leader in Visual AI an Search, acquired Vize, made it better, faster, and added business-critical features. Go to Ximilar Homepage to discover our services. -
21
Altair Knowledge Studio
Altair
Data scientists and business analysts use Altair to generate actionable insight from their data. Knowledge Studio is a market-leading easy to use machine learning and predictive analytics solution that rapidly visualizes data as it quickly generates explainable results - without requiring a single line of code. A recognized analytics leader, Knowledge Studio brings transparency and automation to machine learning with features such as AutoML and explainable AI without restricting how models are configured and tuned, giving you control over model building. Knowledge Studio is designed to enable collaboration across the business. Data scientists and business analysts can complete complex projects in minutes or hours, not weeks or months. Results are easily understood and explained. The ease of use and automation of steps of the modeling process enable data scientists to efficiently develop more machine learning models faster than coding or using other tools. -
22
Icecream Screen Recorder
Icecream Apps
Icecream Screen Recorder is an easy-to-use free screen recording software that enables you to record any area of your screen or save it as a screenshot. Record apps and games, video tutorials, webinars, live streams, Skype calls and much more. You can record screen along with audio and webcam. Record your full screen or select the area you'd like to record. Record your microphone and system audio. Add text, arrows and shapes to your screen recording or screenshot. Hide cursor or desktop icons, and disable the screensaver during screen capture if necessary. Copy screen recordings and screenshots to the clipboard to share them via Skype instantly. -
23
Produvia
Produvia
Produvia is a serverless machine-learning development service. Partner with Produvia to develop and deploy machine models using serverless cloud infrastructure. Fortune 500 companies and Global 500 enterprises partner with Produvia to develop and deploy machine learning models using modern cloud infrastructure. At Produvia, we use state-of-the-art methods in machine learning and deep learning technologies to solve business problems. Organizations overspend on infrastructure costs. Modern organizations use serverless architectures to reduce server costs. Organizations are held back by complex servers and legacy code. Modern organizations use machine learning technologies to rewrite technology stacks. Companies hire software developers to write code. Modern companies use machine learning to develop software that writes code.Starting Price: $1,000 per month -
24
Icecream PDF Converter
Icecream Apps
Meet free PDF converter that enables you to convert to PDF format and vice versa. While converting to PDF (Word to PDF, JPG to PDF, ePub to PDF, etc.) you can merge all files into a single PDF, as well as use various output file settings. You can convert PDF to DOC, JPG and other formats. Icecream PDF Converter has a built-in PDF reader and supports password-protected files. PDF Converter is available on Windows 10, 8, 7 and XP. Use free PDF converter to convert files to and from PDF format easily. Add multiple files to the queue of the PDF Converter and convert them in a single click. Recognize text in scanned PDFs to create editable Word documents. Choose page size, orientation and margins; rotate and select content position converting images (JPG to PDF, TIFF to PDF, etc.). Select page ranges of a PDF file to convert to images.Merge several documents or images in one PDF file. Convert files of any size both from and to PDF.Starting Price: $19.95 one-time payment -
25
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 -
26
Dataiku
Dataiku
Dataiku is an advanced data science and machine learning platform designed to enable teams to build, deploy, and manage AI and analytics projects at scale. It empowers users, from data scientists to business analysts, to collaboratively create data pipelines, develop machine learning models, and prepare data using both visual and coding interfaces. Dataiku supports the entire AI lifecycle, offering tools for data preparation, model training, deployment, and monitoring. The platform also includes integrations for advanced capabilities like generative AI, helping organizations innovate and deploy AI solutions across industries. -
27
Packly
PACKLY
Packly die-cut template must remain unchanged. It shouldn’t be modified in any way: it should not be moved within the artboard nor resized. In the Healthcare sector, packaging plays a leading role. It has to communicate clearly, be able to enhance the content and, last but not least, stand out on the shelves. Thanks to our application, you can create boxes with customized sizes and graphics. The wide range of models of boxes available will allow you to choose the perfect packaging for your products. If you are a cosmetic manufacturer and you are looking for a box for your nail polishes, your creams or for any product, choose one of the models proposed by Packly and create a box that enhances and adequately protects the contents. Choose the model, enter your measurements, apply your graphics and order the exact quantity you need. -
28
Vue.ai
Mad Street Den
Vue.ai is an end-to-end retail automation platform that is trusted by over 100+ retailers across the globe, including Diesel, Nordstrom, Tata Cliq, Mercado Libre, ThredUp, Rent the Runway, and many more. Vue.ai is redesigning the future of retail with Artificial Intelligence. Using Visual AI and ML algorithms, Vue.ai's suite of products addresses retail's biggest problems- from improving productivity to driving revenues. Our AI platform is used for: Automated catalog management Automated image moderation (for marketplaces) Automated on-model imagery AI-enabled styling and outfitting AI-enabled dynamic 1:1 personalization Personalized shopper journeys -
29
Vaex
Vaex
At Vaex.io we aim to democratize big data and make it available to anyone, on any machine, at any scale. Cut development time by 80%, your prototype is your solution. Create automatic pipelines for any model. Empower your data scientists. Turn any laptop into a big data powerhouse, no clusters, no engineers. We provide reliable and fast data driven solutions. With our state-of-the-art technology we build and deploy machine learning models faster than anyone on the market. Turn your data scientist into big data engineers. We provide comprehensive training of your employees, enabling you to take full advantage of our technology. Combines memory mapping, a sophisticated expression system, and fast out-of-core algorithms. Efficiently visualize and explore big datasets, and build machine learning models on a single machine. -
30
iaTPV
iaTPV
The TPV program that your business needs, is simple, easy, and intuitive. Our POS software for hospitality is ideal for all types of restaurant businesses, adaptable to your way of working, all with a touch POS program that will allow you to print tickets, manage orders, and much more quickly. iaTPV Merchants, one of the POS programs that best adapts to the needs of different types of businesses. With a minimum configuration in the POS software, you will be able to use sizes and colors, weighing scales, read barcodes, gift tickets, and much more. Multi-business management will allow you to manage all the data of your premises sent by each POS management software from a single application. Perform tasks such as article creation, price modification, cash closing, and much more in a franchise management program. It is a tactile POS program capable of adapting to the needs of any business within the world of hospitality, whether it is a restaurant, bar, cafeteria, ice cream parlor, etc.Starting Price: Free -
31
DoDo Fresh
DoDo
Groceries to the door are reliably delivered by smiling and always willing DoDo couriers. With a special fleet of certified vehicles and innovative cooling processes, ice cream doesn’t melt, bread is crunchy and the meat stays fresh. In order to maintain the temperature when delivering fresh food, our fleet consists only of certified vehicles. Specially designed refrigerated boxes and experienced couriers ensure food safety during transport. Thanks to this, key players in the market trust us. DoDo offers fast delivery to the customer’s hands and mastering the last mile. Speed and quality of delivery determine success in eCommerce. We have built our own logistics platform from scratch, thanks to which we have all the data and processes under our control. The system plans the most efficient roads, monitors the driving characteristics of couriers, and even predicts demand. Nothing will surprise us in operation. -
32
Ultralytics
Ultralytics
Ultralytics offers a full-stack vision-AI platform built around its flagship YOLO model suite that enables teams to train, validate, and deploy computer-vision models with minimal friction. The platform allows you to drag and drop datasets, select from pre-built templates or fine-tune custom models, then export to a wide variety of formats for cloud, edge or mobile deployment. With support for tasks including object detection, instance segmentation, image classification, pose estimation and oriented bounding-box detection, Ultralytics’ models deliver high accuracy and efficiency and are optimized for both embedded devices and large-scale inference. The product also includes Ultralytics HUB, a web-based tool where users can upload their images/videos, train models online, preview results (even on a phone), collaborate with team members, and deploy via an inference API. -
33
Imagga
Imagga
Build the next generation of Image Recognition Applications with Imagga's API. Empowering intelligent apps with our customizable machine learning technology. Automatically assign tags to your images. Powerful API for image analysis and discovery. Empower product discoverability in your application. Powerful API for building visual search capabilities. Unlock facial recognition in your applications. Powerful API for building face recognition. Train our image A.I. to better organize your photos in your own list of categories. Automatically categorize your image content. Powerful API for instant image classification. Automated adult image content moderation trained on state of the art image recognition technology. Automatically generate beautiful thumbnails. Powerful API for content-aware cropping. Let colors bring meaning to your product's photos. Powerful API for color extraction.Starting Price: $79 per month -
34
TruEra
TruEra
A machine learning monitoring solution that helps you easily oversee and troubleshoot high model volumes. With explainability accuracy that’s unparalleled and unique analyses that are not available anywhere else, data scientists avoid false alarms and dead ends, addressing critical problems quickly and effectively. Your machine learning models stay optimized, so that your business is optimized. TruEra’s solution is based on an explainability engine that, due to years of dedicated research and development, is significantly more accurate than current tools. TruEra’s enterprise-class AI explainability technology is without peer. The core diagnostic engine is based on six years of research at Carnegie Mellon University and dramatically outperforms competitors. The platform quickly performs sophisticated sensitivity analysis that enables data scientists, business users, and risk and compliance teams to understand exactly how and why a model makes predictions. -
35
NoviSign Digital Signage
NoviSign
NoviSign is a digital signage software company with a SaaS (cloud) solution for Android, Windows, Chrome OS players and Samsung Tizen. The solution has interactive and dynamic abilities, including IoT innovative integration with 3rd parties as face recognition camera, barcode, RFID, sensors, buttons and more. Digital Signage Improve Patient Experiences at one of Alaska’s Largest Most Comprehensive Primary Care Medical and Dental Practices. Located in the heart of Linden’s California, Orlando’s is a local favorite full-service 24-hour restaurant, ice cream shop, fresh foods Marketplace, carwash and gas station mega-center. Digital menu boards gave here a serious boost.Starting Price: $20 per month -
36
BigML
BigML
Machine Learning made beautifully simple for everyone. Take your business to the next level with the leading Machine Learning platform. Start making data-driven decisions today! No more wildly expensive or cumbersome solutions. Machine Learning that simply works. BigML provides a selection of robustly-engineered Machine Learning algorithms proven to solve real world problems by applying a single, standardized framework across your company. Avoid dependencies on many disparate libraries that increase complexity, maintenance costs, and technical debt in your projects. BigML facilitates unlimited predictive applications across industries including aerospace, automotive, energy, entertainment, financial services, food, healthcare, IoT, pharmaceutical, transportation, telecommunications, and more. Supervised Learning: classification and regression (trees, ensembles, linear regressions, logistic regressions, deepnets), and time series forecasting.Starting Price: $30 per user per month -
37
Alibaba Cloud Machine Learning Platform for AI
Alibaba Cloud
An end-to-end platform that provides various machine learning algorithms to meet your data mining and analysis requirements. Machine Learning Platform for AI provides end-to-end machine learning services, including data processing, feature engineering, model training, model prediction, and model evaluation. Machine learning platform for AI combines all of these services to make AI more accessible than ever. Machine Learning Platform for AI provides a visualized web interface allowing you to create experiments by dragging and dropping different components to the canvas. Machine learning modeling is a simple, step-by-step procedure, improving efficiencies and reducing costs when creating an experiment. Machine Learning Platform for AI provides more than one hundred algorithm components, covering such scenarios as regression, classification, clustering, text analysis, finance, and time series.Starting Price: $1.872 per hour -
38
Neural Designer
Artelnics
Neural Designer is a powerful software tool for developing and deploying machine learning models. It provides a user-friendly interface that allows users to build, train, and evaluate neural networks without requiring extensive programming knowledge. With a wide range of features and algorithms, Neural Designer simplifies the entire machine learning workflow, from data preprocessing to model optimization. In addition, it supports various data types, including numerical, categorical, and text, making it versatile for domains. Additionally, Neural Designer offers automatic model selection and hyperparameter optimization, enabling users to find the best model for their data with minimal effort. Finally, its intuitive visualizations and comprehensive reports facilitate interpreting and understanding the model's performance.Starting Price: $2495/year (per user) -
39
Oracle Machine Learning
Oracle
Machine learning uncovers hidden patterns and insights in enterprise data, generating new value for the business. Oracle Machine Learning accelerates the creation and deployment of machine learning models for data scientists using reduced data movement, AutoML technology, and simplified deployment. Increase data scientist and developer productivity and reduce their learning curve with familiar open source-based Apache Zeppelin notebook technology. Notebooks support SQL, PL/SQL, Python, and markdown interpreters for Oracle Autonomous Database so users can work with their language of choice when developing models. A no-code user interface supporting AutoML on Autonomous Database to improve both data scientist productivity and non-expert user access to powerful in-database algorithms for classification and regression. Data scientists gain integrated model deployment from the Oracle Machine Learning AutoML User Interface. -
40
Datoin
Datoin
Datoin removes the barrier to entry into Machine Learning using Graphical Interface and No-Code approach. It is designed to rapidly translate your vision into reality. The best way to cut the cost is to re-use over and over again. The Datoin’s Block Superstore offers a large pool of blocks ranging from enterprise software connectors, ETL tools, machine learning libraries, NLP libraries, cloud services integration, SaaS APIs etc. Goodness with Datoin is, as we cover more and more use cases, the blocks are added to the store. The pre-built machine learning models eliminate the need to train first and helps to get started quickly. We have built and building blocks that solve common problems across industries and functional area. If you are unsure about specific functionality, efficacy etc, quickly try them out by editing existing apps. -
41
Apache PredictionIO
Apache
Apache PredictionIO® is an open-source machine learning server built on top of a state-of-the-art open-source stack for developers and data scientists to create predictive engines for any machine learning task. It lets you quickly build and deploy an engine as a web service on production with customizable templates. Respond to dynamic queries in real-time once deployed as a web service, evaluate and tune multiple engine variants systematically, and unify data from multiple platforms in batch or in real-time for comprehensive predictive analytics. Speed up machine learning modeling with systematic processes and pre-built evaluation measures, support machine learning and data processing libraries such as Spark MLLib and OpenNLP. Implement your own machine learning models and seamlessly incorporate them into your engine. Simplify data infrastructure management. Apache PredictionIO® can be installed as a full machine learning stack, bundled with Apache Spark, MLlib, HBase, Akka HTTP, etc.Starting Price: Free -
42
Kepler
Stradigi AI
Leverage Kepler’s Automated Data Science Workflows and remove the need for coding and machine learning experience. Onboard quickly and generate data-driven insights unique to your organization and your data. Receive continuous updates & additional Workflows built by our world-class AI and ML team via our SaaS-based model. Scale AI and accelerate time-to-value with a platform that grows with your business using the team and skills already present within your organization. Address complex business problems with advanced AI and machine learning capabilities without the need for technical ML experience. Leverage state-of-the-art, end-to-end automation, an extensive library of AI algorithms, and the ability to quickly deploy machine learning models. Organizations are using Kepler to augment and automate critical business processes to improve productivity and agility. -
43
Predibase
Predibase
Declarative machine learning systems provide the best of flexibility and simplicity to enable the fastest-way to operationalize state-of-the-art models. Users focus on specifying the “what”, and the system figures out the “how”. Start with smart defaults, but iterate on parameters as much as you’d like down to the level of code. Our team pioneered declarative machine learning systems in industry, with Ludwig at Uber and Overton at Apple. Choose from our menu of prebuilt data connectors that support your databases, data warehouses, lakehouses, and object storage. Train state-of-the-art deep learning models without the pain of managing infrastructure. Automated Machine Learning that strikes the balance of flexibility and control, all in a declarative fashion. With a declarative approach, finally train and deploy models as quickly as you want. -
44
Teachable Machine
Teachable Machine
A fast, easy way to create machine learning models for your sites, apps, and more – no expertise or coding required. Teachable Machine is flexible – use files or capture examples live. It’s respectful of the way you work. You can even choose to use it entirely on-device, without any webcam or microphone data leaving your computer. Teachable Machine is a web-based tool that makes creating machine learning models fast, easy, and accessible to everyone. Educators, artists, students, innovators, makers of all kinds – really, anyone who has an idea they want to explore. No prerequisite machine learning knowledge required. You train a computer to recognize your images, sounds, and poses without writing any machine learning code. Then, use your model in your own projects, sites, apps, and more. -
45
Amazon SageMaker Studio
Amazon
Amazon SageMaker Studio is an integrated development environment (IDE) that provides a single web-based visual interface where you can access purpose-built tools to perform all machine learning (ML) development steps, from preparing data to building, training, and deploying your ML models, improving data science team productivity by up to 10x. You can quickly upload data, create new notebooks, train and tune models, move back and forth between steps to adjust experiments, collaborate seamlessly within your organization, and deploy models to production without leaving SageMaker Studio. Perform all ML development steps, from preparing raw data to deploying and monitoring ML models, with access to the most comprehensive set of tools in a single web-based visual interface. Amazon SageMaker Unified Studio is a comprehensive, AI and data development environment designed to streamline workflows and simplify the process of building and deploying machine learning models. -
46
Wallaroo.AI
Wallaroo.AI
Wallaroo facilitates the last-mile of your machine learning journey, getting ML into your production environment to impact the bottom line, with incredible speed and efficiency. Wallaroo is purpose-built from the ground up to be the easy way to deploy and manage ML in production, unlike Apache Spark, or heavy-weight containers. ML with up to 80% lower cost and easily scale to more data, more models, more complex models. Wallaroo is designed to enable data scientists to quickly and easily deploy their ML models against live data, whether to testing environments, staging, or prod. Wallaroo supports the largest set of machine learning training frameworks possible. You’re free to focus on developing and iterating on your models while letting the platform take care of deployment and inference at speed and scale. -
47
navio
craftworks GmbH
Seamless machine learning model management, deployment, and monitoring for supercharging MLOps for any organization on the best AI platform. Use navio to perform various machine learning operations across an organization's entire artificial intelligence landscape. Take your experiments out of the lab and into production, and integrate machine learning into your workflow for a real, measurable business impact. navio provides various Machine Learning operations (MLOps) to support you during the model development process all the way to running your model in production. Automatically create REST endpoints and keep track of the machines or clients that are interacting with your model. Focus on exploration and training your models to obtain the best possible result and stop wasting time and resources on setting up infrastructure and other peripheral features. Let navio handle all aspects of the product ionization process to go live quickly with your machine learning models. -
48
Azure Machine Learning
Microsoft
Accelerate the end-to-end machine learning lifecycle with Azure Machine Learning Studio. Empower developers and data scientists with a wide range of productive experiences for building, training, and deploying machine learning models faster. Accelerate time to market and foster team collaboration with industry-leading MLOps—DevOps for machine learning. Innovate on a secure, trusted platform, designed for responsible ML. Productivity for all skill levels, with code-first and drag-and-drop designer, and automated machine learning. Robust MLOps capabilities that integrate with existing DevOps processes and help manage the complete ML lifecycle. Responsible ML capabilities – understand models with interpretability and fairness, protect data with differential privacy and confidential computing, and control the ML lifecycle with audit trials and datasheets. Best-in-class support for open-source frameworks and languages including MLflow, Kubeflow, ONNX, PyTorch, TensorFlow, Python, and R. -
49
Oracle Data Science
Oracle
A data science platform that improves productivity with unparalleled abilities. Build and evaluate higher-quality machine learning (ML) models. Increase business flexibility by putting enterprise-trusted data to work quickly and support data-driven business objectives with easier deployment of ML models. Using cloud-based platforms to discover new business insights. Building a machine learning model is an iterative process. In this ebook, we break down the process and describe how machine learning models are built. Explore notebooks and build or test machine learning algorithms. Try AutoML and see data science results. Build high-quality models faster and easier. Automated machine learning capabilities rapidly examine the data and recommend the optimal data features and best algorithms. Additionally, automated machine learning tunes the model and explains the model’s results. -
50
Arize AI
Arize AI
Automatically discover issues, diagnose problems, and improve models with Arize’s machine learning observability platform. Machine learning systems address mission critical needs for businesses and their customers every day, yet often fail to perform in the real world. Arize is an end-to-end observability platform to accelerate detecting and resolving issues for your AI models at large. Seamlessly enable observability for any model, from any platform, in any environment. Lightweight SDKs to send training, validation, and production datasets. Link real-time or delayed ground truth to predictions. Gain foresight and confidence that your models will perform as expected once deployed. Proactively catch any performance degradation, data/prediction drift, and quality issues before they spiral. Reduce the time to resolution (MTTR) for even the most complex models with flexible, easy-to-use tools for root cause analysis.Starting Price: $50/month
