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Ratings and Reviews 0 Ratings
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What is Caffe?
Caffe is a robust deep learning framework that emphasizes expressiveness, efficiency, and modularity, and it was developed by Berkeley AI Research (BAIR) along with several contributors from the community. Initiated by Yangqing Jia during his PhD studies at UC Berkeley, this project operates under the BSD 2-Clause license. An interactive web demo for image classification is also available for exploration by those interested! The framework's expressive design encourages innovation and practical application development. Users are able to create models and implement optimizations using configuration files, which eliminates the necessity for hard-coded elements. Moreover, with a simple toggle, users can switch effortlessly between CPU and GPU, facilitating training on powerful GPU machines and subsequent deployment on standard clusters or mobile devices. Caffe's codebase is highly extensible, which fosters continuous development and improvement. In its first year alone, over 1,000 developers forked Caffe, contributing numerous enhancements back to the original project. These community-driven contributions have helped keep Caffe at the cutting edge of advanced code and models. With its impressive speed, Caffe is particularly suited for both research endeavors and industrial applications, capable of processing more than 60 million images per day on a single NVIDIA K40 GPU. This extraordinary performance underscores Caffe's reliability and effectiveness in managing extensive tasks. Consequently, users can confidently depend on Caffe for both experimentation and deployment across a wide range of scenarios, ensuring that it meets diverse needs in the ever-evolving landscape of deep learning.
Integrations Supported
AWS Elastic Fabric Adapter (EFA)
AWS Marketplace
Amazon Web Services (AWS)
Caffe
Dask
Docker
Fabric for Deep Learning (FfDL)
Lambda
NVIDIA DIGITS
NetApp AIPod
Integrations Supported
AWS Elastic Fabric Adapter (EFA)
AWS Marketplace
Amazon Web Services (AWS)
Caffe
Dask
Docker
Fabric for Deep Learning (FfDL)
Lambda
NVIDIA DIGITS
NetApp AIPod
API Availability
Has API
API Availability
Has API
Pricing Information
Pricing not provided.
Free Trial Offered?
Free Version
Pricing Information
Pricing not provided.
Free Trial Offered?
Free Version
Supported Platforms
SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux
Supported Platforms
SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux
Customer Service / Support
Standard Support
24 Hour Support
Web-Based Support
Customer Service / Support
Standard Support
24 Hour Support
Web-Based Support
Training Options
Documentation Hub
Webinars
Online Training
On-Site Training
Training Options
Documentation Hub
Webinars
Online Training
On-Site Training
Company Facts
Organization Name
NVIDIA DIGITS
Date Founded
1993
Company Location
United States
Company Website
developer.nvidia.com/digits
Company Facts
Organization Name
BAIR
Company Location
United States
Company Website
caffe.berkeleyvision.org
Categories and Features
Deep Learning
Convolutional Neural Networks
Document Classification
Image Segmentation
ML Algorithm Library
Model Training
Neural Network Modeling
Self-Learning
Visualization
Categories and Features
Deep Learning
Convolutional Neural Networks
Document Classification
Image Segmentation
ML Algorithm Library
Model Training
Neural Network Modeling
Self-Learning
Visualization