Alternatives to RectLabel
Compare RectLabel alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to RectLabel in 2026. Compare features, ratings, user reviews, pricing, and more from RectLabel competitors and alternatives in order to make an informed decision for your business.
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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
Labelbox
Labelbox
The training data platform for AI teams. A machine learning model is only as good as its training data. Labelbox is an end-to-end platform to create and manage high-quality training data all in one place, while supporting your production pipeline with powerful APIs. Powerful image labeling tool for image classification, object detection and segmentation. When every pixel matters, you need accurate and intuitive image segmentation tools. Customize the tools to support your specific use case, including instances, custom attributes and much more. Performant video labeling editor for cutting-edge computer vision. Label directly on the video up to 30 FPS with frame level. Additionally, Labelbox provides per frame label feature analytics enabling you to create better models faster. Creating training data for natural language intelligence has never been easier. Label text strings, conversations, paragraphs, and documents with fast & customizable classification. -
3
ImgLab
ImgLab
ImgLab is an open-source tool designed to simplify the task of annotating images for machine learning and artificial intelligence applications. It provides an intuitive interface that enables users to mark up images with metadata, such as bounding boxes, points, lines, or polygons to identify specific features or objects within the image. ImgLab supports multiple annotation formats including COCO, Pascal VOC, and YOLO, facilitating compatibility with a variety of machine learning models and platforms. It's designed to work with large image sets, making it suitable for complex machine learning tasks.Starting Price: Free -
4
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 -
5
Scalabel
Scalabel
Support various types of annotations on both images and videos. A scalable open-source web annotation tool. Support simple “click and drag” actions and options to add multiple attributes. Feature functions to fit boundaries with Bezier curves and copy shared boundaries. Annotate the area that the driver is currently driving on. Annotate lane marking for vision-based vehicle localization and trajectory planing. Accurate and intuitive four-click method to encapsulate objects of interest. Predict annotations between frames using object tracking and interpolation algorithm for bounding boxes. Annotation predictions for object instances. 2D tracking features extended to 3D.Starting Price: Free -
6
Colabeler
Colabeler
Image classification, bounding box, polygon, curve, 3D localization Video trace, text classification, text entity labeling. Support custom task plugin, you can create your own label tool. Export PascalVoc XML (The same format used by ImageNet) and CoreNLP file. Supports Windows/Mac/CentOS/Ubuntu. -
7
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. -
8
Label Studio
Label Studio
The most flexible data annotation tool. Quickly installable. Build custom UIs or use pre-built labeling templates. Configurable layouts and templates adapt to your dataset and workflow. Detect objects on images, boxes, polygons, circular, and key points supported. Partition the image into multiple segments. Use ML models to pre-label and optimize the process. Webhooks, Python SDK, and API allow you to authenticate, create projects, import tasks, manage model predictions, and more. Save time by using predictions to assist your labeling process with ML backend integration. Connect to cloud object storage and label data there directly with S3 and GCP. Prepare and manage your dataset in our Data Manager using advanced filters. Support multiple projects, use cases, and data types in one platform. Start typing in the config, and you can quickly preview the labeling interface. At the bottom of the page, you have live serialization updates of what Label Studio expects as an input. -
9
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. -
10
Roora
Roora
Roora provides high-quality data annotation services for machine learning, specializing in image, video, and text annotation across various industries such as healthcare, autonomous vehicles, and retail. With expertise in techniques like bounding boxes, semantic segmentation, and object detection, Roora helps businesses enhance AI models for better performance. The platform’s skilled team ensures that data labeling is accurate, scalable, and secure, improving AI systems' ability to recognize and classify visual elements in real-world applications like facial recognition, medical imaging, and autonomous navigation. -
11
Alegion
Alegion
Alegion is the data labeling solution for enterprise-grade Machine Learning. We lead the industry in streaming, high-resolution, high-density video annotation, delivering accurately-annotated, model-ready data to train and validate ML models. Alegion provides both the platform and workforce to operate with quality at scale, processing structured and unstructured data including video, image, audio, and text. Our ML powered platform speeds up task completion by as much as 70%, including classless object tracking and single click smart polygon generation. Segmentation options include Keypoint, Bounding Box, Polyline, & Polygon segmentation, for image and video. Semantic Segmentation tools deliver seamless entity boundaries with pixel perfect accuracy. NLP and NER capabilities support text and audio classification and sentiment analysis. The platform is highly configurable to support hybrid use cases. Available via SaaS (Alegion Control), Managed Platform, and Managed Labeling Services.Starting Price: $5000 -
12
RAIC
RAIC Labs
Build, train, and deploy models in minutes, not months, without human labeling. Find Anything, Fast Provide a single example object image to begin the process. RAIC will find similar objects in an unlabeled dataset. The results are then contextually associated with the original starting image so that you can improve the AI by identifying the best results through an intuitive human nudge tool. Identify and Classify Categorize data based on whatever you need to detect — that might be one thing, or many different things. Once contextually associated, RAIC lets you easily group and identify items into categories that will help feed training. Quick Train or Deep Train RAIC then builds you a detection or classification model. You can decide between Quick Train - for time-critical use cases or rapid prototyping - or Deep Train, a traditional, high-accuracy model for when time is less of a constraint. -
13
Hive Data
Hive
Create training datasets for computer vision models with our fully managed solution. We believe that data labeling is the most important factor in building effective deep learning models. We are committed to being the field's leading data labeling platform and helping companies take full advantage of AI's capabilities. Organize your media with discrete categories. Identify items of interest with one or many bounding boxes. Like bounding boxes, but with additional precision. Annotate objects with accurate width, depth, and height. Classify each pixel of an image. Mark individual points in an image. Annotate straight lines in an image. Measure, yaw, pitch, and roll of an item of interest. Annotate timestamps in video and audio content. Annotate freeform lines in an image.Starting Price: $25 per 1,000 annotations -
14
DataSeeds.AI
DataSeeds.AI
DataSeeds.ai provides large‑scale, ethically sourced, high‑quality image (and video) datasets tailored for AI training, combining both off‑the‑shelf collections and on‑demand custom builds. Their ready‑to‑use photo sets include millions of images fully annotated with EXIF metadata, content labels, bounding boxes, expert aesthetic scores, scene context, pixel‑level masks, and more. It supports object and scene detection tasks, global coverage, and human‑peer‑ranking for label accuracy. Custom datasets can be launched rapidly via a global contributor network in 160+ countries, collecting images that align with specific technical or thematic requirements. Accompanying annotations include descriptive titles, detailed scene context, camera settings (type, model, lens, exposure, ISO), environmental attributes, and optional geo/contextual tags. -
15
Vexlio
Vexlio
Draw faster with powerful auto-snap and intelligent tools. Export to high-quality PDF and SVG. No subscription. No monthly payments. Auto-snap and align objects for easy precision. Natively embed LaTeX equations directly in your diagrams. Smart tools make you more productive by making common tasks easy. Powerful Bezier curve and boolean path operations for complex illustrations. With Vexlio, you can easily create high-quality PDF diagrams by exporting your drawings to the PDF format. Just like SVG, with PDFs your diagrams and drawings will be crisp and smooth at any scale. With the same PDF file, you can have clear diagrams embedded small enough to fit in the margin of a paper, or large enough for a poster centerpiece. Vexlio’s powerful and flexible export system will automatically crop the PDF size to the exact size of your drawing, with no extra work. You can even selectively export only the objects that are currently selected in the drawing.Starting Price: $25.99 one-time payment -
16
Deepen
Deepen
Deepen AI offers advanced multi-sensor data labeling and calibration tools and services to accelerate computer vision training for autonomous vehicles, robotics, and more. Their annotation suite supports various key cases, including 2D and 3D bounding boxes, semantic and instance segmentation, polylines, and key points. The platform is AI-powered, featuring pre-labeling capabilities that can automatically label up to 80 common classes, improving productivity by seven times. It also includes machine learning-assisted segmentation, allowing users to segment objects with just a few clicks, and accurate object detection and tracking across frames to avoid duplicate efforts and save time. Deepen AI's calibration suite supports all key sensor types, such as LiDAR, camera, radar, IMU, and vehicle sensors. The tools enable seamless visualization and inspection of multi-sensor data integrity, and calculation of intrinsic and extrinsic calibration parameters in seconds. -
17
TwistedBrush Pro Studio
Pixarra
With a strong focus on natural media painting, photo editing and illustrative styles, TwistedBrush has more than 9000 brushes in over 250 ArtSets! That's more brushes than included in any art software anywhere at any price. If that still isn't enough you can create your own brushes with the powerful brush effects system capable of representing fine watercolors, smooth pens, full algorithmic trees or even recorded brush strokes or image processing filters. Thousands of Brushes 64-bit Imaging Powerful Brush Engine Drawing Tablet Support Color Palettes Brush Editing Layers and Transparency Masks Extensive Tool Set Image Processing Filters Clips Tracing paper Brush control Cloning Wide range of image formats supported Brush modifiers Drawing guides Lua script filters One-click solutions Adobe Photoshop (TM) compatible plug-insStarting Price: $99 -
18
ImgCleaner
ImgCleaner
If you are looking for a free tool to clean up pictures, ImgCleaner should be the one that you can try. ImgCleaner enables you to remove objects, people and text while keeping the original image quality. Based on the latest AI technology, it could clean your images without any trace. The process is also super-fast and easy. Drag and drop a picture to ImgCleaner, you will see a canvas where you can customize the brush size and inpainting strength. Move your mouse and draw the mask on the target, click on the “Erase” button. Hold on for a while, you will see the magic result when the object gets removed. Then click “Download” button to save it to your local computer. ImgCleaner works fantastic and you can see before-after samples below. It is 100% free and no account is required, support JPG and PNG. Add your image and try it right now.Starting Price: $0 -
19
UHRS (Universal Human Relevance System)
Microsoft
When you need transcription, data validation, classification, sentiment analysis, or other related tasks, UHRS can give you what you need. We provide human intelligence to train machine learning models to help you solve some of your most challenging problems. We make it easy for judges to access UHRS anywhere, at any time. All that’s needed is an internet connection, and judges are good to go. Work on tasks like video annotation in just a few minutes. With UHRS, you can classify thousands of images quickly and easily. Train your products and tools with improved image detection, boundary recognition, and more with high quality annotated image data. Classify images, semantic segmentation, object detection. Validating audio to text, conversation, and relevance. Identify sentiment of a tweet, and document classification. Ad hoc data collection tasks, information correction/moderation, and survey. -
20
Zastra
RoundSqr
Extend the platform to support annotation for segmentation. The Zastra repository will have algorithms that support segmentation for enabling active learning of datasets. Provide end-to-end ML ops-version control for datasets / experiments and templated pipelines, to deploy the model to standard cloud-based environments and the Edge. Incorporate advances in Bayesian deep learning in the active learning framework. Further, improve the quality of annotations using specialized architectures like Bayesian CNN. Our experts have spent countless hours hand-crafting this breakthrough solution for you. While we’re still actively adding features to the platform, we just couldn’t wait to take you on a test drive! Zastra’s key capabilities include Active-Learning based object classification, object detection, localization, and segmentation. We can do this for images, video, audio, text, and point cloud data. -
21
iBarcoder
Cristallight Software
The Cristallight iBarcoder is professional mac barcode generator for creating any number of individual, or sequential barcodes, printing them as colorful barcode labels in your own style, of any size, or shape, or exporting them as graphic image files in common vector and raster image formats. The iBarcoder makes it really easy to design and print barcode labels, stickers, tags on your mac in just a few steps. Use our mac barcode software to produce barcodes of more then 40 1-D and 2-D (Datamatrix and QR Code, etc.) barcode symbologies. Add various objects and design elements like text boxes, image boxes, rectangles, ovals and lines to your labels. Type in the necessary text, insert the desired images, logos, illustrations to create the professional barcode labels for commercial use. The powerful Sequential Numbers feature allows you to define the sequence in which barcode or text objects are printed or exported.Starting Price: $49.95 one-time payment -
22
Diffgram Data Labeling
Diffgram
Your AI Data Platform Quality Training Data for Enterprise Data Labeling Software for Machine Learning Free on your Kubernetes Cluster Up to 3 Users. TRUSTED BY 5,000 HAPPY USERS WORLDWIDE Images, Video, Text Spatial Tools Quadratic Curves, Cuboids, Segmentation, Box, Polygons, Lines, Keypoints, Classification Tags, and More Use the exact spatial tool you need. All tools are easy to use, fully editable, and powerful ways to represent your data. All tools are available in Video. Attribute Tools More Meaning. More degrees of freedom through: Radio buttons. Multiple select. Date pickers. Sliders. Conditional logic. Directional Vectors. And more! You can capture complex knowledge and encode it into your AI. Streaming Data Automation Up to 10x Faster then manual labelingStarting Price: Free -
23
LinkedAI
LinkedAi
We label your data with the higher quality standards to fulfill the needs of the most complex AI projects, using our proprietary labeling platform. Now you can get back to creating the products your customers love. We provide an end-to-end solution for image annotation with fast labeling tools, synthetic data generation, data management, automation features and annotation services on-demand with integrated tooling to accelerate and finish computer vision projects. When every pixel matters, you need accurate, AI-powered intuitive image annotation tools to support your specific use case, including instances, attributes and much more. Our in-house highly trained data labelers are able to deal with any data challenge. As your data labeling needs grow over time, you can count on us to scale the workforce necessary to meet your goals, and in contrast to crowdsourcing platforms your data quality will not suffer. -
24
VSD Viewer
Nektony
Visio Reader provides a rich set of viewer options for opening, complex rendering and exact displaying Visio drawings on macOS. Show hidden layers to preview all needed details. Enable Shape Data to show user-defined data of objects. Drawings with even themes are displayed exactly like in Visio®. Preview drawings with custom page sizes & background pages. Object’s dimensions for drawings are displayed in original units. Text with frames, tabulations and tables are supported. Preview drawings & stencils of VSD, VSDX, VDX, VSDM, VDW, VSSX, VSSM, VSX, VSS file formats. Visio files with metafile images (EMF and WMF) and even embedded OLE-objects. Switch layers visibility of Visio files. Choose which parts and shapes of the complete drawing you want to view and concentrate on specific databases. You can show or hide layers simply by tapping one button. The objects, that belong to disabled layers will be excluded when you print or convert Visio files to PDF.Starting Price: $14.99/one-time/user -
25
PhotoViewerPro
PhotoViewerPro
True full-screen viewer with photo zoom support. Customizable image magnifier. Powerful image editing tools. Resize/resample, rotate/flip, crop, sharpen/blur, adjust lighting/colors/curves/levels, etc. Eleven re-sampling algorithms to choose from when resizing images. Image color effects, grayscale, sepia, negative, red/green/blue adjustment Image special effects. Annotation, drop shadow, framing, bump map, sketch, oil painting, lens. Draw texts, lines, highlights, rectangles, ovals, and callout objects on images. Clone stamp and healing brush. Superior red-eye effect removal/reduction with a completely natural-looking end result. Multi-level undo/redo capability. One-touch best fit/actual size image display support. Image management, including tagging capability, with drag-and-drop and copy-to/move-to folder support. Histogram display with a color counter feature. Compare images side-by-side (up to 4 at a time) to easily cull those forgettable shots. Image EXIF metadata support.Starting Price: $14.99 one-time payment -
26
zope.interface
Python Software Foundation
This package is intended to be independently reusable in any Python project. It is maintained by the Zope Toolkit project. This package provides an implementation of “object interfaces” for Python. Interfaces are a mechanism for labeling objects as conforming to a given API or contract. So, this package can be considered as an implementation of the Design By Contract methodology support in Python. Interfaces are objects that specify (document) the external behavior of objects that “provide” them. An interface specifies behavior through informal documentation in a doc string, attribute definitions, and invariants, which are conditions that must hold for objects that provide the interface. Attribute definitions specify specific attributes. They define the attribute name and provide documentation and constraints of attribute values. Attribute definitions can take a number of forms.Starting Price: Free -
27
DrawPad
NCH Software
DrawPad Graphic Design and Drawing features pencil and brush tools, raster and vector images, image layers for non-destructive editing, and effects such as bevels and shadows. Easily Draw and Create Graphic Images. Create banner ads, invitations, paintings, and much more! Editing features include crop, rotate, resize, and flip. DrawPad is ideal for creating images, drawings, and sketches. DrawPad also supports png, jpg, gif, pdf, and svg formats.Starting Price: $34.99/one-time/user -
28
CVAT
CVAT
Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale. CVAT’s blazing-fast, intuitive user interface, was designed by working closely with real-world teams solving real-world problems. From medical to retail to autonomous vehicles, world’s most ambitious AI teams use CVAT as a part of their AI workflow every day. No matter what your input data or expected results are, CVAT is ready. It works great with images, videos, and even 3D. Bounding boxes, polygons, points, skeletons, cuboids, trajectories, and more. Annotate more efficiently with automated interactive algorithms like intelligent scissors, histogram equalization, and more. Gain actionable insights with metrics such as annotator working hours, objects per hour, and more.Starting Price: $33 per month -
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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 -
30
Mindkosh
Mindkosh AI
Mindkosh is the data platform for curating, labeling and validating datasets for your AI projects. Our industry leading data annotation platform combines collaborative features with AI-assisted annotation features to provide a comprehensive suite of tools to label any kind of data, be it Images, videos or 3D pointclouds such as those from Lidar. For images, Mindkosh offers semi-automatic segmentation, pre-labeling for bounding boxes and automatic OCR. For videos, automatic interpolation can reduce massive amounts of manual annotation. And for lidar, 1-click annotation allows you to create cuboids in just 1 click! If you are simply looking to get your data labeled, our high quality data annotation services combined with an easy to use Python SDK and web-based review platform, provide an unmatched experience.Starting Price: $30/user/month -
31
LabelMe
LabelMe
The goal of LabelMe is to provide an online annotation tool to build image databases for computer vision research. You can contribute to the database by visiting the annotation tool. Organization of images into collections: You can organize the images into collections. You can also create collections inside collections just as you would do with folders. When you download your database, the collections will be organized into folders. Uploading and image annotation: You can upload images into your collections and annotate your images using the online LabelMe annotation tool. Unlisted collections are ones that anyone can view if they have access to the URL, but will not be displayed in the set of public folders. As the goal of LabelMe is to provide a tool for research, the images and annotations are expected to become available to the research comunity without restrictions. -
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eCognition Developer
Amigo Optima Software Solutions
eCognition Developer is a powerful development environment for object-based image analysis. It is used in earth sciences to develop rule sets (or applications for eCognition Architect) for the automatic analysis of remote sensing data. eCognition Developer can be applied for all common remote sensing tasks such as vegetation mapping, feature extraction, change detection and object recognition. The object-based approach facilitates analysis of all common data sources, such as medium to high-resolution satellite data, high to very high-resolution aerial photography, lidar, radar and even hyperspectral data. eCognition Developer offers a comprehensive collection of algorithms tailored to the different aspects of image analysis. The user can choose from a variety of segmentation algorithms such as multiresolution segmentation, quadtree or chessboard. -
33
Graphic
Picta
Unlike bitmap drawing applications, which focus on editing the individual pixels of an image, vector designs are created using objects and paths. Vector paths, consisting of points, lines, and curves, can be painted and filled. Multiple paths can be used together to create detailed intricate objects, while multiple objects can then be arranged to create a larger design. A vector image remains crisp when enlarged, without any loss of quality. A bitmap version of the same image loses quality when enlarged. When launching Graphic for the first time, you will be presented with the Documents Browser displaying a few sample documents. Tap any document to open it. When objects are selected, the fill and stroke color wells update to the colors used by those objects. Changing the fill or stroke colors while objects are selected will change the objects’ colors. Besides colors, gradients and patterns, objects can be filled with images. Even text objects can be filled with images. -
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PhotoFairy
PhotoFairy
PhotoFairy is an infinite AI canvas for photo editing and graphic design. It offers a user-friendly, full-featured online photo editing and graphic design experience. It is packed with many standard features, together with cutting-edge AI functionalities. All these features and functionalities are streamlined into a user-friendly natural workflow that delivers optimal user experience. List of photo editing features: * Object cutout * Object removal * Selective editing * Seamless blending * Beautify * Cartoonize (photo to cartoon) * Photo to sketch drawing * Photo to art * Morphing (younger, older, make a person look like a celebrity) * Custom reimagination * Inpaint * Outpaint * Super-resolution * Colorize * 50+ filters * Make collage * Copy-paste workflow List of graphic design features: * Supports image, shape, SVG graphics, text, freeform drawing * Generative AI * Composition * Transformation * Crop/Clip * Masking * AI Reimagination * Photo editing -
35
PDFspy
Apago
PDFspy is the ultimate “get info” utility for your PDF documents. It can extract a comprehensive list of attributes from a PDF file into an XML-based format. Support for PDF 1.7/ISO 32000 (Acrobat 9, X, DC). Element now shows CMYK separations that are actually used by text and vector elements. The new element that shows the number of shading objects in a PDF file. A restored output being written to stdout if -o option not used, recommend using -quiet option when writing to stdout. Fixed calculation of page labels. An improved text extraction algorithm. Calculates color simulation values for ICCBased, separation and DeviceN colorspaces. Improved Unicode, ISO Latin, and AdobePDF character set support. Fonts usage (name, type, embedding & subset status, use of Unicode). Asset management system, extract page count, metadata, font & image information. Document management, determine text or image-only documents, and extract comments.Starting Price: $600 one-time payment -
36
Ilus AI
Ilus AI
The quickest way to get started with our illustration generator is to use pre-made models. If you want to depict a style or an object that is not available in the premade models you can train your own fine tune by uploading 5-15 illustrations. there are no limits to fine-tuning you can use it for illustrations icons or any assets you need. Read more about fine-tuning. Illustrations are exportable in PNG and SVG formats. Fine-tuning allows you to train the stable-diffusion AI model, on a particular object or style, and create a new model that generates images of those objects or styles. The fine-tuning will be only as good as the data you provide. Around 5-15 images are recommended for fine-tuning. Images can be of any unique object or style. Images should contain only the subject itself, without background noise or other objects. Images must not include any gradients or shadows if you want to export it as SVG later. PNG export still works fine with gradients and shadows.Starting Price: $0.06 per credit -
37
OCI Data Labeling
Oracle
OCI Data Labeling is a service that enables developers and data scientists to build accurately labelled datasets for training AI and machine-learning models. It supports documents (PDF, TIFF), images (JPEG, PNG), and text, allowing users to upload raw data, apply annotations (such as classification labels, object-detection bounding boxes, or key-value pairs), and export the results in line-delimited JSON for seamless integration into model-training workflows. The service offers custom templates for different annotation formats, user interfaces, and public APIs for dataset creation and management, and smooth interoperability with other data and AI services, so annotated data can feed directly into custom vision or language models, as well as Oracle’s AI services. OCI Data Labeling lets users create a dataset, generate records, annotate them, and then use the export snapshot for model development.Starting Price: $0.0002 per 1,000 transactions -
38
SolveSpace
SolveSpace
SOLVESPACE is a free (GPLv3) parametric 3d CAD tool. Modeling 3d parts, drawing with extrudes, revolves, helixes and Boolean (union/difference/intersection) operations. Modeling 2d parts, draw the part as a single section, and export DXF, PDF, SVG; use 3d assembly to verify fit. 3D-printed parts, export the STL or other triangle mesh expected by most 3d printers. Preparing CAM data, export 2d vector art for a waterjet machine or laser cutter; or generate STEP or STL, for import into third-party CAM software for machining. Mechanism design, use the constraint solver to simulate planar or spatial linkages, with pin, ball, or slide joints. Plane and solid geometry, replace hand-solved trigonometry and spreadsheets with a live dimensioned drawing. Sketch sections using lines, rectangles, datum lines and points. Sketch circles, arcs of a circle, datum circles, cubic Bezier segments, C2 interpolating splines, and more. -
39
SentiSight
Neurotechnology
SentiSight SDK is a complex application designed for developers who need to create applications based on computer vision-based object recognition. It enables manual and fully automatic object learning, and searching for learned objects in images from almost any camera, webcam, still picture or live video in an easy, yet versatile, way. SentiSight is available as a software development kit that allows the development of object recognition systems for Microsoft Windows platforms. System requirements: - x86 (32-bit) or x86-64 (64-bit) processor - SSE2 support (SSSE3 support is recommended) - At least 256 MB of free RAM - Webcam - Microsoft .NET framework 2.0 or newer (for .NET components usage). - Microsoft DirectX 9.0 or later (for camera/webcam usage). - Microsoft Visual Studio 2005 SP1 or newer (for application development under C/C++, C#, Visual Basic .NET) - Limitations in the unregistered version - 30 days trialStarting Price: $339.00 -
40
EyeRecognize
EyeRecognize
Our image and video recognition APIs are proven, highly scalable, and leverage deep learning technology that you can implement within your own applications without prior knowledge of machine learning expertise. EyeRecognize’s suite of image and video recognition API services allow you to identify objects, people, text, scenes, and activities in images and videos, as well as detect any faces and NSFW content. Face Detection and Analysis, detect all face in images and video and get attributes such as face location, gender, age, eyes, and even emotion. Text Detection, extract text from images such as license plates, street signs, advertising, and brand names. Identify NSFW "Not Safe for Work" and other potentially inappropriate content across both image and video. The team behind EyeRecognize has been collectively developing artificial intelligence powered applications for over 40 years and first pioneered the use of machine learning to automate content moderation for social media. -
41
Fotoxx
Fotoxx
Fotoxx is a free open source Linux program for image editing and collection management. The goal is to meet the needs of serious photographers while remaining fast and easy to use. Navigate a large image collection using a thumbnail browser, click on an image to view or edit. A rich set of edit and retouch functions is available. Import RAW files and edit with deep color. Save revised images as JPEG, PNG (8/16 bits/color), or TIFF (8/16). Select an object or area within an image (freehand draw, follow edges, flood matching tones), apply edit functions, copy and paste, resize, blend, warp, etc. without using layers. Edit functions have fast feedback using the full image. Edit image metadata (tags, geotags, dates, ratings, captions). Search images using any combination of metadata and file and folder names or partial names. Click a marker on a scalable world map to view all photos from that location. -
42
Supervisely
Supervisely
The leading platform for entire computer vision lifecycle. Iterate from image annotation to accurate neural networks 10x faster. With our best-in-class data labeling tools transform your images / videos / 3d point cloud into high-quality training data. Train your models, track experiments, visualize and continuously improve model predictions, build custom solution within the single environment. Our self-hosted solution guaranties data privacy, powerful customization capabilities, and easy integration into your technology stack. A turnkey solution for Computer Vision: multi-format data annotation & management, quality control at scale and neural networks training in end-to-end platform. Inspired by professional video editing software, created by data scientists for data scientists — the most powerful video labeling tool for machine learning and more. -
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Phase One Geospatial
Phase One
Medium and large format aerial imagery with the highest accuracy and reliability. Precision-driven high-resolution aerial imagery cameras and solutions that simplify mapping and surveying processes. Effortless execution of photogrammetry mapping missions, capturing high-resolution images for 2D and 3D mapping. Achieve large surface coverage at extremely high resolution for accurate inspection of the objects as well as the surrounding areas. Get millimeter-sized damage spotting detection, fast repair, increased performance, and low environmental impact with Phase One drone solutions and cameras specially designed for drones. Phase One aerial cameras and solutions are designed exclusively for geospatial and industrial imaging. Developed with leading experts in the field, the medium format and large format cameras offer the world’s best image quality, high resolution, dynamic range, color fidelity and geometric accuracy. -
44
CADMATIC Draw
CADMATIC
An effective, affordable, and easy-to-use 2D/3D CAD software for all kinds of CAD documentation. CADMATIC Draw covers all standard functions for creating and editing your CAD drawings. The support for both 2D and 3D drawings and compatibility with all common file formats enable the effective use of old CAD drawing archives and easy cooperation between different parties involved in the design work. Compatibility with commonly used file formats and familiar CAD functionalities make it easy to implement CADMATIC Draw. The competitive price combined with functionalities such as find & replace, X-ref management, queue printing, and batch save enables you to work efficiently with low costs. Utilize the toolkit of CADMATIC Draw specialized for accurate 2D drafting, with the added potential to create and edit simple 3D drawings. Supports raster images (JPEG, TIFF, GIF, BMP, PNG) and OLE objects.Starting Price: $845 per month -
45
PikoPixel
PikoPixel
PikoPixel is a free, open-source Mac application for drawing & editing pixel-art images. It's easy to use, unlimited undo, supports multiple layers, customizable canvas background, hotkey-activated popup panels, export upscaled images, and supports linear (gamma-correct) space color blending. -
46
Animatives
Animatives
Animatives is a mobile stop motion and timelapse animation app that empowers users to create frame-by-frame animated videos easily on iPhone, iPad, and Mac. It expands traditional stop motion capabilities by letting users combine photos, imported video, drawings, and virtual objects into animated scenes with precise control over movement, transitions, and camera effects, while offering flexible aspect ratios and up to 4K export. Animatives includes intuitive tools for cropping and animating images, adding text and audio, recording drawings and voiceovers, applying motion curves and object paths, and integrating a personal library of characters and elements for storytelling. It supports creating traditional stop motion using the device camera as well as purely digital animations that mix real photos with virtual components, encouraging creativity regardless of experience level.Starting Price: Free -
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InstructGPT
OpenAI
InstructGPT is an open-source framework for training language models to generate natural language instructions from visual input. It uses a generative pre-trained transformer (GPT) model and the state-of-the-art object detector, Mask R-CNN, to detect objects in images and generate natural language sentences that describe the image. InstructGPT is designed to be effective across domains such as robotics, gaming and education; it can assist robots in navigating complex tasks with natural language instructions, or help students learn by providing descriptive explanations of processes or events.Starting Price: $0.0200 per 1000 tokens -
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Intel Geti
Intel
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. -
49
Dragoneye
Dragoneye
Personalize your results by selecting categories of interest and optimizing detection sensitivity. Combine our detection building blocks into powerful conditions. 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. -
50
Klatch
Klatch Technologies
Klatch Technologies is a global data services provider helping companies and institutions collect, annotate, and process data. We assist Artificial Intelligence companies, research institutions, Machine Learning or Computer Vision projects in data labeling, data collection, content moderation, and other data projects. Our Specialists provide rapid scalability, precise accuracy, swift turnaround time, multilingual capability, and data security at a low-cost. - Data Annotation Services: Image Annotation Video Annotation Search Relevance Text NLP Annotation Text Classification Sentiment Analysis Image Segmentation LIDAR Annotation - Data Collection Services: Healthcare Training Data Chatbot Training Data & all other data collection needs - IT Managed Services: Content Moderation Ecommerce Data Categorization
