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Description
Originally created by Uber, Horovod aims to simplify and accelerate the process of distributed deep learning, significantly reducing model training durations from several days or weeks to mere hours or even minutes. By utilizing Horovod, users can effortlessly scale their existing training scripts to leverage the power of hundreds of GPUs with just a few lines of Python code. It offers flexibility for deployment, as it can be installed on local servers or seamlessly operated in various cloud environments such as AWS, Azure, and Databricks. In addition, Horovod is compatible with Apache Spark, allowing a cohesive integration of data processing and model training into one streamlined pipeline. Once set up, the infrastructure provided by Horovod supports model training across any framework, facilitating easy transitions between TensorFlow, PyTorch, MXNet, and potential future frameworks as the landscape of machine learning technologies continues to progress. This adaptability ensures that users can keep pace with the rapid advancements in the field without being locked into a single technology.
Description
The Wekinator is an open-source software that is available for free. Initially developed by Rebecca Fiebrink in 2009, Wekinator 1.0 laid the groundwork for subsequent versions. In 2015, she introduced Wekinator 2.0, which featured a complete overhaul with enhanced interactions, new algorithms, and seamless connectivity to various creative coding tools and sensors. This updated version is regularly maintained to address bugs and incorporate user feedback. With Wekinator, individuals can harness machine learning to create innovative musical instruments, gestural game controllers, and systems for computer vision or audio recognition. It empowers users to establish interactive systems by showcasing human actions and their corresponding computer responses, eliminating the need for traditional programming. Users can create unique mappings between gestures and sounds, manipulate a drum machine via their webcam, utilize Kinect technology to play Ableton, and even control interactive visual environments built in platforms like Processing or Unity with simple gestures detected by a webcam or sensors. This opens up a world of creative possibilities for artists and developers alike.
API Access
Has API
API Access
Has API
Integrations
Activeeon ProActive
Amazon Web Services (AWS)
Azure Databricks
Flyte
Keras
MXNet
Microsoft Azure
PyTorch
Python
TensorFlow
Integrations
Activeeon ProActive
Amazon Web Services (AWS)
Azure Databricks
Flyte
Keras
MXNet
Microsoft Azure
PyTorch
Python
TensorFlow
Pricing Details
Free
Free Trial
Free Version
Pricing Details
No price information available.
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
Horovod
Website
horovod.ai/
Vendor Details
Company Name
Wekinator
Founded
2009
Website
www.wekinator.org
Product Features
Deep Learning
Convolutional Neural Networks
Document Classification
Image Segmentation
ML Algorithm Library
Model Training
Neural Network Modeling
Self-Learning
Visualization
Product Features
Machine Learning
Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization