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机器学习 · GitHub

发现模型训练、评估与推理框架,比较深度学习和机器学习项目的社区关注度。

实用 GitHub 项目

4,629 个项目

APKiD

rednaga

2,612星标
APKiD preview

Android Application Identifier for Packers, Protectors, Obfuscators and Oddities - PEiD for Android

APT

rnchg

768星标
APT preview

AI Productivity Tool - Free and open source, improve user productivity, and protect privacy and data security. Including but not limited to: built-in local exclusive ChatGPT, DeepSeek, Phi, Qwen and other models, one-click batch intelligent processing of pictures, videos, audio, etc.

  • Free and open source: free to use, open source code, users can check and modify it by themselves.
  • Privacy protection: local deployment, all data is processed locally to ensure user privacy and data security.
1,806星标
pytorch-faster-rcnn preview

pytorch1.0 updated. Support cpu test and demo. (Use detectron2, it's a masterpiece)

  • Support for visualization. The current implementation will summarize ground truth boxes, statistics of losses, activations and variables during training, and dump it to a separate folder for tensorboard visualization. The computing graph is also saved for debugging.
机器学习Jupyter NotebookMITGitHub

NumSharp

SciSharp

1,483星标
NumSharp preview

High Performance Computation for N-D Tensors in .NET, identical API to NumPy.

  • NumPy-style NDArray - N-dimensional arrays with shape, strides, offsets, slicing, and view semantics. Start with NDArray fundamentals and NDArray.
  • Broadcasting - NumPy-style shape expansion without materializing repeated values. See Broadcasting.
3,388星标
TensorFlow.NET preview

.NET Standard bindings for Google's TensorFlow for developing, training and deploying Machine Learning models in C# and F#.

1,246星标
FCN.tensorflow preview

Tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation (http://fcn.berkeleyvision.org)

机器学习Jupyter NotebookMITGitHub
3,919星标
tensorflow-handbook preview

简单粗暴 TensorFlow 2 | A Concise Handbook of TensorFlow 2 | 一本简明的 TensorFlow 2 入门指导教程

机器学习Jupyter NotebookGitHub

CCNet

speedinghzl

1,486星标
CCNet preview

CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).

impersonator

svip-lab

1,719星标
impersonator preview

PyTorch implementation of our ICCV 2019 paper: Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis

HyperLandmark

szad670401

1,711星标
HyperLandmark preview

Deep Learning Based Free Mobile Real-Time Face Landmark Detector. Contact:[email protected]

  • 106点,人脸轮廓描述更加细腻
  • 准确度高,逆光、暗光情况下依然可以取得良好的标定效果
机器学习C++Apache-2.0GitHub

Ai-Learn

tangyudi

13,459星标

人工智能学习路线图,整理近200个实战案例与项目,免费提供配套教材,零基础入门,就业实战!包括:Python,数学,机器学习,数据分析,深度学习,计算机视觉,自然语言处理,PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

SRGAN

tensorlayer

3,467星标
SRGAN preview

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network