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9 results for source starred repositories written in Python
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记录cv算法工程师的成长之路,分享计算机视觉和模型压缩部署技术栈笔记。https://harleyszhang.github.io/cv_note/

Python 2,595 393 Updated Mar 21, 2025

A PyTorch Implementation of Federated Learning

Python 1,472 396 Updated Jul 25, 2024

Federated Optimization in Heterogeneous Networks (MLSys '20)

Python 701 163 Updated Mar 24, 2023

[AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients

Python 165 37 Updated May 26, 2022
Python 72 3 Updated Dec 20, 2023

通过阅读Communication-Efficient Learning of Deep Networks from Decentralized Data与Robust and Communication-Efficient Federated Learning from Non-IID Data两篇论文,复现FedAvg与STC算法,完成LSTM模型+ Shakespeare数据集的字符预测任务

Python 39 7 Updated Jul 28, 2022

This is a implemention of FedAvg in paper Communication-Efficient Learning of Deep Networks from Decentralized Data.

Python 32 14 Updated Apr 22, 2021
Python 22 Updated Oct 26, 2023

DeepSeek-OCR是深度求索(DeepSeek)基于前沿深度学习技术开发的多模态文字识别系统。该系统通过AI模型实现对图像/视频中文字信息的精准检测、识别与结构化处理。与依赖固定规则的传统OCR不同,DeepSeek-OCR整合了计算机视觉(CV)、自然语言处理(NLP)和多模态大模型技术,能够智能理解文字上下文,显著提升藏文文档检测识别准确率。

Python 1 Updated Oct 27, 2025