Our verdict
We have not reviewed Caffe yet
No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.
From the listing
About Caffe
Caffe is an open-source deep learning framework written in C++ that prioritizes speed and efficiency for training and deploying neural networks. It provides a modular architecture with support for CPU and GPU computation, commonly used for image classification, object detection, and computer vision tasks.
Best for
Teams building production computer vision systems who prioritize inference speed and have existing Caffe expertise
Use cases
- Training convolutional neural networks for image recognition at scale
- Deploying trained models in production with minimal latency
- Prototyping deep learning architectures with pre-built layer definitions
Notes
34,585 stars on GitHub. Last updated 2024-07-31.
Pros
- Fast inference and training performance, especially on GPUs
- Lightweight and efficient for production deployment
- Mature ecosystem with extensive pre-trained models available
Cons
- Steeper learning curve compared to modern frameworks like PyTorch or TensorFlow
- Less active development and community support than contemporary alternatives
- Limited built-in support for dynamic computation graphs and recurrent architectures
Key facts
What we have checked
- Latest version
- 1.0 (released 18 Apr 2017)
- GitHub stars
- 34,552
Each value shows when we last confirmed it and where it came from. Values we have not confirmed are left out, never guessed.
Stars and usage
How Caffe is growing
34,585 to 34,552
Alternatives
Alternatives to Caffe
| Record | Type | How we know | Checked |
|---|---|---|---|
| Apache MXNetAlternative to this | Open source | Named in the listing | Not dated |
| CandleAlternative to this | Open source | Named in the listing | Not dated |
| FeatherCNNAlternative to this | Open source | Named in the listing | Not dated |
| NCNNAlternative to this | Open source | Named in the listing | Not dated |
| PaddlePaddleAlternative to this | Open source | Named in the listing | Not dated |
| PyTorchAlternative to this | Open source | Named in the listing | Not dated |
| TensorFlowAlternative to this | Open source | Named in the listing | Not dated |
| VectorFlowAlternative to this | Open source | Named in the listing | Not dated |
| KerasThis is an alternative to it | Open source | Named in the listing | Not dated |
Compare
Compare Caffe side by side
Sources
Where this comes from
- GitHubOfficial
- github api via nightly crawl, recovered from git history 20e874270887c1008f860ee0198e461a23c9e438Registry
A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.
Changelog
What changed
Released 1.0
Released rc5
Released rc4
Released rc3
Released rc2
Released rc
Released 0.9999
Released acm-mm-oss
Released 0.999
Released 0.99
Open-source & AI alternatives
Swap-in tools that solve the same job. Weigh the trade-offs before you commit.
Apache MXNet
Community
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
Keras
Community
Deep Learning for humans
PaddlePaddle
Community
PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）
PyTorch
Community
Tensors and Dynamic neural networks in Python with strong GPU acceleration
TensorFlow
Community
An Open Source Machine Learning Framework for Everyone
Apache MXNet
Community
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
Candle
Community
Minimalist ML framework for Rust
FeatherCNN
Community
FeatherCNN is a high performance inference engine for convolutional neural networks.
NCNN
Community
ncnn is a high-performance neural network inference framework optimized for the mobile platform
PaddlePaddle
Community
PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）
PyTorch
Community
Tensors and Dynamic neural networks in Python with strong GPU acceleration
TensorFlow
Community
An Open Source Machine Learning Framework for Everyone
VectorFlow
Community
A minimalist neural network library optimized for sparse data and single machine environments.
Pairs with
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