Caffe vs. TensorFlow Comparison


Caffe BAIR	TensorFlow 5.0 out of 5 stars
Learn More about Caffe Update Features for Caffe	Learn More about TensorFlow Update Features for TensorFlow	Add To Compare	Add To Compare

Caffe	TensorFlow
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Caffe: 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.	TensorFlow: About An end-to-end open source machine learning platform. TensorFlow is an end-to-end open source platform for machine learning. It has a comprehensive, flexible ecosystem of tools, libraries and community resources that lets researchers push the state-of-the-art in ML and developers easily build and deploy ML powered applications. Build and train ML models easily using intuitive high-level APIs like Keras with eager execution, which makes for immediate model iteration and easy debugging. Easily train and deploy models in the cloud, on-prem, in the browser, or on-device no matter what language you use. A simple and flexible architecture to take new ideas from concept to code, to state-of-the-art models, and to publication faster. Build, deploy, and experiment easily with TensorFlow.
Caffe: 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	TensorFlow: Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Caffe: Audience Anyone looking for an open-source deep learning framework with expression, speed and modularity	TensorFlow: Audience Organizations interested in a powerful open source machine learning platform
Caffe: Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	TensorFlow: Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
Caffe: API Offers API Supported	TensorFlow: API Offers API Supported
Caffe: Screenshots and Videos View more images or videos	TensorFlow: Screenshots and Videos View more images or videos
Caffe: Pricing No information available. Free Version Supported Free Trial Not Supported	TensorFlow: Pricing Free Free Version Supported Free Trial Not Supported
Caffe: 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	TensorFlow: Reviews/Ratings Overall 5.0 / 5 ease 5.0 / 5 features 5.0 / 5 design 5.0 / 5 support 5.0 / 5 Read all reviews
	TensorFlow: Pros & Cons from Real Users Pros TensorFlow is awesome for learning and executing machine learning, machine learning models, applications, and more. It's free and open source, and easy to get started. Cons Not much I don't like about TensorFlow. It's free and open source so how can you dislike it?
Caffe: Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	TensorFlow: Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Caffe: Company Information BAIR United States caffe.berkeleyvision.org	TensorFlow: Company Information TensorFlow Founded: 2015 United States www.tensorflow.org
Caffe: Alternatives MXNet The Apache Software Foundation	TensorFlow: Alternatives Gemini platform Google 4.3 out of 5 stars
Caffe: DeepSpeed Microsoft	TensorFlow: Amazon Rekognition Amazon
Caffe: PyTorch	TensorFlow: Amazon SageMaker Amazon
Caffe: Gemini platform Google 4.3 out of 5 stars	TensorFlow: Azure Machine Learning Microsoft
Caffe: NVIDIA GPU-Optimized AMI Amazon View All	TensorFlow: Kubeflow View All
Caffe: Categories AI Development Supported AI/ML Model Training Supported Deep Learning Supported Neural Network Supported	TensorFlow: Categories AI Development Supported AI/ML Model Training Supported Machine Learning Supported ML Experiment Tracking Supported ML Model Deployment Supported ML Model Management Supported Quantum Computing Supported
Caffe: 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	TensorFlow: Show More Features Machine Learning Features Deep Learning Not Supported ML Algorithm Library Not Supported Model Training Supported Natural Language Processing (NLP) Not Supported Predictive Modeling Not Supported Statistical / Mathematical Tools Supported Templates Not Supported Visualization Supported
Caffe: Integrations AWS Elastic Fabric Adapter (EFA) Supported AWS Marketplace Supported Fabric for Deep Learning (FfDL) Supported Lambda Supported NVIDIA DIGITS Supported OpenVINO Supported Polyaxon Supported Pop!_OS Supported Zebra by Mipsology Supported AI Squared Not Supported Azure Marketplace Not Supported BHK Cloud Not Supported Cleanlab Not Supported Determined AI Not Supported Keepsake Not Supported Label Studio Not Supported Qualcomm AI Hub Not Supported navio Not Supported Show More Integrations View All 13 Integrations	TensorFlow: Integrations AWS Elastic Fabric Adapter (EFA) Supported AWS Marketplace Supported Fabric for Deep Learning (FfDL) Supported Lambda Supported NVIDIA DIGITS Supported OpenVINO Supported Polyaxon Supported Pop!_OS Supported Zebra by Mipsology Supported AI Squared Supported Azure Marketplace Supported BHK Cloud Supported Cleanlab Supported Determined AI Supported Keepsake Supported Label Studio Supported Qualcomm AI Hub Supported navio Supported Show More Integrations View All 193 Integrations
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