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Description
An offline tool designed for image annotation facilitates both object detection and segmentation tasks. Users can create shapes like polygons, cubic bezier curves, line segments, and individual points for precise labeling. It allows for the drawing of oriented bounding boxes specifically tailored for aerial imagery. The tool also features the ability to mark key points that can be connected by skeletons, as well as the capacity to color pixels using brushes or superpixels. It supports reading and writing in PASCAL VOC XML and YOLO text formats, ensuring compatibility with various machine learning formats. In addition, users can export their work to CreateML for object detection and image classification, as well as to COCO, Labelme, YOLO, DOTA, and CSV formats. The tool also provides options to export indexed color mask images and grayscale mask images to suit different project needs. Users can easily adjust settings related to objects, attributes, hotkeys, and fast labeling for improved efficiency. The label dialog is customizable, allowing for a seamless combination with attributes, and one-click buttons expedite the process of selecting object names. With an impressive auto-suggest feature that considers over 5000 object names, searching for objects, attributes, and image names can be done in a gallery view for convenience. Automatic labeling capabilities are powered by Core ML models, and the tool includes automatic text recognition through OCR technology. Additionally, it has functionalities to convert videos into image frames and perform image augmentation. Language support extends to English, Chinese, Korean, and 11 other languages, making it accessible to a diverse user base while enhancing productivity across different regions. This comprehensive feature set emp
Description
Ultralytics provides a comprehensive vision-AI platform centered around its renowned YOLO model suite, empowering teams to effortlessly train, validate, and deploy computer-vision models. The platform features an intuitive drag-and-drop interface for dataset management, the option to choose from pre-existing templates or to customize models, and flexibility in exporting to various formats suitable for cloud, edge, or mobile applications. It supports a range of tasks such as object detection, instance segmentation, image classification, pose estimation, and oriented bounding-box detection, ensuring that Ultralytics’ models maintain high accuracy and efficiency, tailored for both embedded systems and extensive inference needs. Additionally, the offering includes Ultralytics HUB, a user-friendly web tool that allows individuals to upload images and videos, train models online, visualize results (even on mobile devices), collaborate with team members, and deploy models effortlessly through an inference API. This seamless integration of tools makes it easier than ever for teams to leverage cutting-edge AI technology in their projects.
API Access
Has API
No
API Access
Has API
Yes
Integrations
Comet
No
Conda
No
Docker
No
GitHub
No
NVIDIA TensorRT
No
Neural Magic
No
Python
No
Roboflow
No
Rosepetal AI
No
TensorFlow
No
Integrations
Comet
Yes
Conda
Yes
Docker
Yes
GitHub
Yes
NVIDIA TensorRT
Yes
Neural Magic
Yes
Python
Yes
Roboflow
Yes
Rosepetal AI
Yes
TensorFlow
Yes
Pricing Details
Free
Free Trial
No
Free Version
Yes
Pricing Details
No price information available.
Free Trial
No
Free Version
No
Deployment
Web-Based
No
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
Yes
Linux
No
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
Yes
Live Rep (24/7)
No
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Types of Training
Training Docs
Yes
Webinars
Yes
Live Training (Online)
Yes
In Person
Yes
Vendor Details
Company Name
RectLabel
Country
United States
Website
rectlabel.com
Vendor Details
Company Name
Ultralytics
Founded
2014
Country
United States
Website
www.ultralytics.com
Product Features
Product Features
Computer Vision
Blob Detection & Analysis
No
Building Tools
No
Image Processing
No
Multiple Image Type Support
No
Reporting / Analytics Integration
No
Smart Camera Integration
No
Machine Learning
Deep Learning
No
ML Algorithm Library
No
Model Training
No
Natural Language Processing (NLP)
No
Predictive Modeling
No
Statistical / Mathematical Tools
No
Templates
No
Visualization
No
