FedCV VS catalyst

Compare FedCV vs catalyst and see what are their differences.

FedCV

FedCV: An Industrial-grade Federated Learning Framework for Diverse Computer Vision Tasks (by FedML-AI)
Computer Vision federated-learning image-segmentation medical-imaging object-detection image-classifiation
Source Code
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catalyst

Accelerated deep learning R&D (by catalyst-team)
Deep Learning reinforcement-learning Machine Learning Computer Vision Pytorch Python Distributed Computing Infrastructure Research Reproducibility Image processing image-classification image-segmentation object-detection Natural Language Processing text-classification text-segmentation information-retrieval recommender-system metric-learning
Source Code
catalyst-team.com
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FedCV catalyst
2 1
62 3,227
- 0.8%
2.7 0.0
over 1 year ago about 1 month ago
Python Python
- Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

FedCV

Posts with mentions or reviews of FedCV. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-12-24.

catalyst

Posts with mentions or reviews of catalyst. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-12-09.

What are some alternatives?

When comparing FedCV and catalyst you can also consider the following projects:

Brain-Tumor-Segmentation-And-Classification - Brain Tumor Segmentation And Classification using artificial intelligence

segmentation_models.pytorch - Segmentation models with pretrained backbones. PyTorch.

d2l-en - Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

pytorch-toolbelt - PyTorch extensions for fast R&D prototyping and Kaggle farming

FedCV vs Brain-Tumor-Segmentation-And-Classification catalyst vs segmentation_models.pytorch catalyst vs d2l-en catalyst vs pytorch-toolbelt