Caffe vs. VxWorks Comparison


Caffe BAIR	VxWorks Wind River	+	+
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About Caffe is a deep learning framework made with expression, speed, and modularity in mind. It is developed by Berkeley AI Research (BAIR) and by community contributors. Yangqing Jia created the project during his PhD at UC Berkeley. Caffe is released under the BSD 2-Clause license. Check out our web image classification demo! Expressive architecture encourages application and innovation. Models and optimization are defined by configuration without hard-coding. Switch between CPU and GPU by setting a single flag to train on a GPU machine then deploy to commodity clusters or mobile devices. Extensible code fosters active development. In Caffe’s first year, it has been forked by over 1,000 developers and had many significant changes contributed back. Thanks to these contributors the framework tracks the state-of-the-art in both code and models. Speed makes Caffe perfect for research experiments and industry deployment. Caffe can process over 60M images per day with a single NVIDIA K40 GPU.	About The World’s Leading Real-Time Operating System for the Intelligent Edge For nearly 35 years, VxWorks has been used to ensure the security, safety, and reliability you need to design and build mission-critical embedded systems that simply must work. VxWorks® is the industry’s most trusted and widely deployed real-time operating system (RTOS) for mission-critical embedded systems that must be secure and safe. It delivers a proven, real-time, and deterministic runtime combined with a modern approach to development. Regardless of industry or device type, companies building intelligent edge systems rely on the VxWorks pedigree of security, safety, high performance, and reliability. VxWorks is a deterministic, priority-based preemptive RTOS with low latency and minimal jitter. It is built on an upgradable, future-proof architecture to help you rapidly respond to changing market requirements and technology advancements.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Not Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Anyone looking for an open-source deep learning framework with expression, speed and modularity	Audience Used across all major critical infrastructure sectors by the world’s leading manufacturers, system integrators, enterprises, and governments. Used by software developers, software engineers, embedded software developers, program managers, cybersecurity engineers, and software architects to ensure the security, safety, and reliability of designs and build mission-critical embedded systems that simply must work.
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Not Supported
API Offers API Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Supported Free Trial Not Supported	Pricing $18,500 / seat Now you can buy up to three seats of VxWorks online in the U.S., Canada, Europe, and Japan, starting at $18,500 per seat. Free Version Not Supported Free Trial Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Supported Live Online Supported In Person Supported
Company Information BAIR United States caffe.berkeleyvision.org	Company Information Wind River Founded: 1981 United States www.windriver.com/products/vxworks
Alternatives MXNet The Apache Software Foundation	Alternatives BlackBerry QNX
DeepSpeed Microsoft	FreeRTOS
Gemini Enterprise Agent Platform Google	INTEGRITY RTOS Green Hills Software
PyTorch	Apache NuttX Apache
NVIDIA GPU-Optimized AMI Amazon View All	eLxr Pro Wind River View All
Categories AI Development Supported AI/ML Model Training Supported Deep Learning Supported Neural Network Supported	Categories Embedded Software Development Supported IoT Operating Systems Supported Operating Systems Supported Real-Time Operating Systems (RTOS) Supported
Show More Features Deep Learning Features Convolutional Neural Networks Not Supported Document Classification Supported Image Segmentation Not Supported ML Algorithm Library Not Supported Model Training Not Supported Neural Network Modeling Not Supported Self-Learning Not Supported Visualization Supported
Integrations Docker Supported AWS Marketplace Supported Amazon Web Services (AWS) Supported Coco Code Coverage Not Supported CodeMeter Not Supported CoreDX DDS Not Supported Fabric for Deep Learning (FfDL) Supported KVM Not Supported NVIDIA DIGITS Supported Percepio Not Supported Polyaxon Supported Pop!_OS Supported QEMU Not Supported RaimaDB Not Supported Rapita Verification Suite Not Supported YNQ Not Supported Zebra by Mipsology Supported eXtremeDB Not Supported Show More Integrations View All 13 Integrations	Integrations Docker Supported AWS Marketplace Not Supported Amazon Web Services (AWS) Not Supported Coco Code Coverage Supported CodeMeter Supported CoreDX DDS Supported Fabric for Deep Learning (FfDL) Not Supported KVM Supported NVIDIA DIGITS Not Supported Percepio Supported Polyaxon Not Supported Pop!_OS Not Supported QEMU Supported RaimaDB Supported Rapita Verification Suite Supported YNQ Supported Zebra by Mipsology Not Supported eXtremeDB Supported Show More Integrations View All 15 Integrations
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