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Average Ratings 0 Ratings

Total
ease
features
design
support

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Write a Review

Description

LidarView, an open-source platform created by Kitware, facilitates real-time visualization, recording, and processing of 3D LiDAR data. This platform, which is built on the foundation of ParaView, excels in rendering extensive point clouds and provides functionalities like 3D visualization of time-stamped LiDAR returns, a spreadsheet inspector for attributes such as timestamp and azimuth, and the capability to showcase multiple data frames at once. Users have the flexibility to input data from live sensor streams or from recorded .pcap files, allowing them to apply 3D transformations to point clouds and manage various subsets of laser data effectively. LidarView is compatible with a diverse range of sensors, including those from Velodyne, Hesai, Robosense, Livox, and Leishen, making it possible to visualize live streams as well as replay previously recorded data. The platform is also equipped with sophisticated algorithms for Simultaneous Localization and Mapping (SLAM), which aids in precise environmental reconstruction and sensor localization. Additionally, it features AI and machine learning capabilities that enhance scene classification, offering users a comprehensive tool for advanced data analysis and visualization. This makes LidarView a versatile option for researchers and professionals seeking to leverage LiDAR technology in their work.

Description

Scale Data Engine empowers machine learning teams to enhance their datasets effectively. By consolidating your data, authenticating it with ground truth, and incorporating model predictions, you can seamlessly address model shortcomings and data quality challenges. Optimize your labeling budget by detecting class imbalances, errors, and edge cases within your dataset using the Scale Data Engine. This platform can lead to substantial improvements in model performance by identifying and resolving failures. Utilize active learning and edge case mining to discover and label high-value data efficiently. By collaborating with machine learning engineers, labelers, and data operations on a single platform, you can curate the most effective datasets. Moreover, the platform allows for easy visualization and exploration of your data, enabling quick identification of edge cases that require labeling. You can monitor your models' performance closely and ensure that you consistently deploy the best version. The rich overlays in our powerful interface provide a comprehensive view of your data, metadata, and aggregate statistics, allowing for insightful analysis. Additionally, Scale Data Engine facilitates visualization of various formats, including images, videos, and lidar scenes, all enhanced with relevant labels, predictions, and metadata for a thorough understanding of your datasets. This makes it an indispensable tool for any data-driven project.

API Access

Has API No 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

Civil Designer Yes 
ParaView Yes 

Integrations

Civil Designer No 
ParaView No 

Pricing Details

Free
Free Trial No 
Free Version Yes 

Pricing Details

No price information available.
Free Trial Yes 
Free Version No 

Deployment

Web-Based No 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows Yes 
Mac Yes 
Linux Yes 
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 Yes 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) Yes 
In Person No 

Vendor Details

Company Name

Kitware

Founded

1998

Country

United States

Website

lidarview.kitware.com

Vendor Details

Company Name

Scale AI

Founded

2016

Country

United States

Website

scale.com/data-engine

Product Features

Product Features

Data Labeling

Human-in-the-loop No 
Labeling Automation No 
Labeling Quality No 
Performance Tracking No 
Polygon, Rectangle, Line, Point No 
SDK No 
Supports Audio Files No 
Task Management No 
Team Collaboration No 
Training Data Management 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 

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