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Average Ratings 0 Ratings

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ease
features
design
support

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Write a Review

Description

Enhance your annotation process with CVAT, the premier data engine for machine learning that is relied upon by teams of all sizes and for datasets of any magnitude. Featuring a lightning-fast and user-friendly interface crafted in collaboration with actual teams tackling real-world challenges, CVAT is the go-to choice for ambitious AI innovators across diverse sectors, including healthcare, retail, and autonomous driving. Each day, leading AI teams integrate CVAT into their workflows, ensuring their projects run smoothly regardless of the nature of the input data or the outcomes they aim to achieve. CVAT excels with a variety of formats such as images, videos, and 3D models, offering a wide array of annotation tools including bounding boxes, polygons, points, skeletons, cuboids, and trajectories. Boost your productivity with advanced interactive algorithms like intelligent scissors and histogram equalization, designed to streamline the annotation experience. Additionally, CVAT provides valuable metrics such as annotator working hours and objects annotated per hour, enabling teams to optimize their efforts and achieve better results. With its comprehensive features and flexibility, CVAT stands out as an essential asset for any AI-driven project.

Description

Embotech has developed PRODRIVER to address the challenges of motion planning in autonomous or highly automated vehicles. This crucial element resides within the 'decision making' layer of the software architecture for autonomous driving. As a motion planner, PRODRIVER generates either drivable trajectories or direct actuator commands, such as steering, acceleration, and braking, based on the information it gathers from the surrounding environment. It achieves this by continuously predicting scenarios and solving optimization problems in real time. Key inputs for PRODRIVER include data regarding the navigable area, obstacles present, and a defined goal, which might be a specific location or an overarching objective like advancing along a path. The outputs produced can either be directly utilized to steer the vehicle or serve as set-points for the low-level controllers to maintain control. Additionally, the schematic diagram below illustrates how PRODRIVER fits into a typical software stack for autonomous vehicles, showcasing its integral role in ensuring safe and efficient navigation.

API Access

Has API Yes 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

Amazon S3 Yes 
Azure Blob Storage Yes 
Google Cloud Storage Yes 
Innovatiana Yes 
Lightly Yes 
Mindkosh Yes 
Visual Layer Yes 
Voxel51 Yes 

Integrations

Amazon S3 No 
Azure Blob Storage No 
Google Cloud Storage No 
Innovatiana No 
Lightly No 
Mindkosh No 
Visual Layer No 
Voxel51 No 

Pricing Details

$33 per month
Free Trial No 
Free Version Yes 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Deployment

Web-Based No 
On-Premises Yes 
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 No 
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 No 

Types of Training

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

Vendor Details

Company Name

CVAT

Website

www.cvat.ai/

Vendor Details

Company Name

embotech

Founded

2013

Country

Switzerland

Website

www.embotech.com/products/prodriver/overview/

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 

Product Features

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