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機械学習 · GitHub

モデルの学習・評価・推論に使うフレームワークを探し、注目度を比較できます。

便利なGitHubプロジェクト

4,740 プロジェクト

pytorch-template

victoresque

5,131スター

PyTorch deep learning projects made easy.

  • Clear folder structure which is suitable for many deep learning projects.
  • .json config file support for convenient parameter tuning.

dreamer_v4

vijayabhaskar-ev

40スター
dreamer_v4 preview

Code, results and checkpoints for the paper "Silent Pipeline Defects in World-Model RL: A Dreamer 4 Case Study": a PyTorch reimplementation of Dreamer 4, two silent defects that passed 12 checks, and three cheap checks that catch them

MINE

vincentfung13

421スター
MINE preview

Code and models for our ICCV 2021 paper "MINE: Towards Continuous Depth MPI with NeRF for Novel View Synthesis"

TruthNet

vincenzo-afk

34スター

AI-powered fake news detection system with multiple ML models and explainability.

  • Multi-Model Support: Choose between Logistic Regression, Naive Bayes, SVM, and DistilBERT.
  • Explainability: Integrated feature importance and confidence scoring for every prediction.

cache-dit

vipshop

1,303スター
cache-dit preview

A PyTorch-native inference engine with cache, parallelism, quantization and cpu offload for 100+ DiTs.

機械学習PythonApache-2.0GitHub

faceai

vipstone

11,097スター
faceai preview

一款入门级的人脸、视频、文字检测以及识别的项目.

Virgilio

virgili0

15,006スター
Virgilio preview

データサイエンスのEラーニングのための、あなたの新しいメンター。

機械学習Jupyter NotebookGitHub

3DCoMPaT-v2

Vision-CAIR

99スター
3DCoMPaT-v2 preview

3DCoMPaT++: An improved large-scale 3D vision dataset for compositional recognition

機械学習PythonBSD-3-ClauseGitHub

pytracking

visionml

3,527スター
pytracking preview

PyTorch をベースにしたビジュアルトラッキングライブラリ。

機械学習PythonGPL-3.0GitHub
65スター
social-transmotion preview

[ICLR 2024] Official implementation of "Social-Transmotion: Promptable Human Trajectory Prediction" in PyTorch.

機械学習PythonAGPL-3.0GitHub

DeblurGANv2

VITA-Group

1,197スター
DeblurGANv2 preview

[ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang

EnlightenGAN

VITA-Group

1,097スター
EnlightenGAN preview

[IEEE TIP] "EnlightenGAN: Deep Light Enhancement without Paired Supervision" by Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang

ViTPose

ViTAE-Transformer

2,218スター
ViTPose preview

The official repo for [NeurIPS'22] "ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation" and [TPAMI'23] "ViTPose++: Vision Transformer for Generic Body Pose Estimation"

機械学習PythonApache-2.0GitHub

OnnxStream

vitoplantamura

2,088スター
OnnxStream preview

Lightweight inference library for ONNX files, written in C++. It can run Stable Diffusion XL 1.0 on a RPI Zero 2 (or in 298MB of RAM) but also Mistral 7B on desktops and servers. ARM, x86, WASM, RISC-V supported. Accelerated by XNNPACK. Python, C# and JS(WASM) bindings available.

  • Inference engine decoupled from the WeightsProvider
  • WeightsProvider can be DiskNoCache, DiskPrefetch, Ram or custom