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The Top 1,055 Python3 Deep Learning Open Source Projects on Github

Categories > Machine Learning > Deep Learning
Labelimg ⭐ 15,671
🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images
Ludwig ⭐ 7,956
Ludwig is a toolbox that allows to train and evaluate deep learning models without the need to write code.
Cvpr2021 Papers With Code ⭐ 5,982
CVPR 2021 论文和开源项目合集
Pyod ⭐ 4,956
A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)
Pythonpark ⭐ 3,364
Python 开源项目之「自学编程之路」，保姆级教程：AI实验室、宝藏视频、数据结构、学习指南、机器学习实战、深度学习实战、网络爬虫、大厂面经、程序人生、资源分享。
Dive Into Dl Tensorflow2.0 ⭐ 3,248
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的认可
Monai ⭐ 2,410
AI Toolkit for Healthcare Imaging
Dlwpt Code ⭐ 2,407
Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.
Girls In Ai ⭐ 2,134
免费学代码系列：小白python入门、数据分析data analyst、机器学习machine learning、深度学习deep learning、kaggle实战
Deepschool.io ⭐ 1,777
Deep Learning tutorials in jupyter notebooks.
Muzero General ⭐ 1,449
MuZero
Torchgan ⭐ 1,218
Research Framework for easy and efficient training of GANs based on Pytorch
Deep Learning Time Series ⭐ 1,202
List of papers, code and experiments using deep learning for time series forecasting
Niftynet ⭐ 1,170
[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy
Fastai_deeplearn_part1 ⭐ 1,136
Notes for Fastai Deep Learning Course
Machine Learning ⭐ 1,116
머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)
Face Mask Detection ⭐ 1,038
Face Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras
Cv Pretrained Model ⭐ 991
A collection of computer vision pre-trained models.
Gimp Ml ⭐ 904
AI for GNU Image Manipulation Program
Machine Learning With Python ⭐ 869
Small scale machine learning projects to understand the core concepts . Give a Star 🌟If it helps you. BONUS: Interview Bank coming up..!
Quickdraw ⭐ 811
Implementation of Quickdraw - an online game developed by Google
Super Mario Bros Ppo Pytorch ⭐ 692
Proximal Policy Optimization (PPO) algorithm for Super Mario Bros
Pytorch Widedeep ⭐ 674
A flexible package to combine tabular data with text and images using Wide and Deep models in Pytorch
Speech Emotion Analyzer ⭐ 633
The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)
Torchbearer ⭐ 596
torchbearer: A model fitting library for PyTorch
Deep Learning ⭐ 517
💻深度学习实战：手写数字识别、Discuz验证码识别、垃圾分类、语义分割
Multi Object Tracker ⭐ 505
Multi-object trackers in Python
Food Recipe Cnn ⭐ 480
food image to recipe with deep convolutional neural networks.
Monk_object_detection ⭐ 477
A one-stop repository for low-code easily-installable object detection pipelines.
Invoice ⭐ 462
增值税发票OCR识别，使用flask微服务架构，识别type：增值税电子普通发票，增值税普通发票，增值税专用发票；识别字段为：发票代码、发票号码、开票日期、校验码、税后金额等
Ydata Synthetic ⭐ 453
Synthetic structured data generators
Monk_v1 ⭐ 435
Monk is a low code Deep Learning tool and a unified wrapper for Computer Vision.
Structured Self Attention ⭐ 412
A Structured Self-attentive Sentence Embedding
Rl_algorithms ⭐ 412
Structural implementation of RL key algorithms
Deepface ⭐ 405
Deep Learning Models for Face Detection/Recognition/Alignments, implemented in Tensorflow
Open Solution Home Credit ⭐ 400
Open solution to the Home Credit Default Risk challenge 🏡
Phobert ⭐ 399
PhoBERT: Pre-trained language models for Vietnamese (EMNLP-2020 Findings)
First Steps Towards Deep Learning ⭐ 375
This is an open sourced book on deep learning.
100daysofmlcode ⭐ 369
Deep_learning_nlp ⭐ 359
Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP
Pytorch Tutorials Examples And Books ⭐ 316
PyTorch1.x tutorials, examples and some books I found 【不定期更新】整理的PyTorch 1.x 最新版教程、例子和书籍
Machine Learning ⭐ 264
my machine-learning tutorial
Pytorch Kaggle Starter ⭐ 258
Pytorch starter kit for Kaggle competitions
Bbox Visualizer ⭐ 252
Make drawing and labeling bounding boxes easy as cake
Adversarial Examples Pytorch ⭐ 247
Implementation of Papers on Adversarial Examples
Enet Real Time Semantic Segmentation ⭐ 241
ENet - A Neural Net Architecture for real time Semantic Segmentation
Emotion Classification From Audio Files ⭐ 235
Understanding emotions from audio files using neural networks and multiple datasets.
Behavioral Cloning ⭐ 215
Third Project of the Udacity Self-Driving Car Nanodegree Program
Trixi ⭐ 206
Manage your machine learning experiments with trixi - modular, reproducible, high fashion. An experiment infrastructure optimized for PyTorch, but flexible enough to work for your framework and your tastes.
Megflow ⭐ 196
Efficient ML solutions for long-tailed demands.
Mlnotify ⭐ 194
🔔 No need to keep checking your training - just one import line and you'll know the second it's done.
Deep Sad Pytorch ⭐ 193
A PyTorch implementation of Deep SAD, a deep Semi-supervised Anomaly Detection method.
Image_generator ⭐ 180
DCGAN image generator 🖼️.
Ktext ⭐ 176
Utilities for preprocessing text for deep learning with Keras
Neptune Client ⭐ 175
Neptune client library - integrate your Python scripts with Neptune
Hierarchical Attention Networks Pytorch ⭐ 171
Hierarchical Attention Networks for document classification
Deepresearch ⭐ 166
This repository is the collection of research papers in Deep learning, computer vision and NLP.
Deeplearning Tensorflow Keras ⭐ 165
詳解ディープラーニング
Pywarm ⭐ 165
A cleaner way to build neural networks for PyTorch.
Open Solution Data Science Bowl 2018 ⭐ 160
Open solution to the Data Science Bowl 2018
Handwritten Line Text Recognition Using Deep Learning With Tensorflow ⭐ 159
Use Convolutional Recurrent Neural Network to recognize the Handwritten line text image without pre segmentation into words or characters. Use CTC loss Function to train.
Cheatsheets.pdf ⭐ 159
📚 Various cheatsheets in PDF
Algobook ⭐ 157
A beginner-friendly project to help you in open-source contributions. Data Structures & Algorithms in various programming languages Please leave a star ⭐ to support this project! ✨
Deep Unet For Satellite Image Segmentation ⭐ 155
Satellite Imagery Feature Detection with SpaceNet dataset using deep UNet
Open Solution Toxic Comments ⭐ 152
Open solution to the Toxic Comment Classification Challenge
Deepcoral ⭐ 150
A PyTorch implementation of 'Deep CORAL: Correlation Alignment for Deep Domain Adaptation.', ECCV 2016
Recotour ⭐ 147
A tour through recommendation algorithms in python [IN PROGRESS]
Pytorch Pose Estimation ⭐ 137
PyTorch Implementation of Realtime Multi-Person Pose Estimation project.
Steppy ⭐ 130
Lightweight, Python library for fast and reproducible experimentation 🔬
Deep Learning With Python ⭐ 127
Example projects I completed to understand Deep Learning techniques with Tensorflow.
Open Solution Salt Identification ⭐ 124
Open solution to the TGS Salt Identification Challenge
Pykinectazure ⭐ 124
Python library to run Kinect Azure DK SDK functions
Insightface Just Works ⭐ 119
Insightface face detection and recognition model that just works out of the box.
Pysnn ⭐ 118
Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration
Ml Projectkart ⭐ 117
🙌Kart of 210+ projects based on machine learning, deep learning, computer vision, natural language processing and all. Show your support by ✨ this repository.
Multihead Siamese Nets ⭐ 115
Implementation of Siamese Neural Networks built upon multihead attention mechanism for text semantic similarity task.
Hparams ⭐ 113
A thoughtful approach to hyperparameter management.
Intelegent_lock ⭐ 107
lock mechanism with face recognition and liveness detection
Torchrl ⭐ 107
Highly Modular and Scalable Reinforcement Learning
Street Fighter A3c Icm Pytorch ⭐ 106
Curiosity-driven Exploration by Self-supervised Prediction for Street Fighter III Third Strike
Repo 2016 ⭐ 105
R, Python and Mathematica Codes in Machine Learning, Deep Learning, Artificial Intelligence, NLP and Geolocation
Monk_gui ⭐ 103
A Graphical user Interface for deep learning and computer vision over Monk Libraries
Aurora ⭐ 95
Minimal Deep Learning library is written in Python/Cython/C++ and Numpy/CUDA/cuDNN.
Gym_trading ⭐ 89
Video_classification_pytorch ⭐ 88
Video Classification based on PyTorch
Gradient Centralization Tensorflow ⭐ 81
Instantly improve your training performance of TensorFlow models with just 2 lines of code!
Scratchai ⭐ 81
scratchai is a Deep Learning library that aims to store all Deep Learning algorithms. With easy calls to do all the common tasks in AI.
Machine Learning ⭐ 79
My Attempt(s) In The World Of ML/DL....
Mnist Classification ⭐ 79
Pytorch、Scikit-learn实现多种分类方法，包括逻辑回归（Logistic Regression）、多层感知机（MLP）、支持向量机（SVM）、K近邻（KNN）、CNN、RNN，极简代码适合新手小白入门，附英文实验报告（ACM模板）
Pytorch Aarch64 ⭐ 77
PyTorch wheels (whl) & docker for aarch64 / ARMv8 / ARM64, with vision, audio, text & csprng
Kg Baseline Pytorch ⭐ 76
2019百度的关系抽取比赛，使用Pytorch实现苏神的模型，F1在dev集可达到0.75，联合关系抽取，Joint Relation Extraction.
66days__naturallanguageprocessing ⭐ 72
I am sharing my Journey of 66DaysofData in Natural Language Processing.
Selfdrivingcar ⭐ 68
A collection of all projects pertaining to different layers in the SDC software stack
Knowledge_evolution ⭐ 67
(CVPR-Oral 2021) PyTorch implementation of Knowledge Evolution approach and Split-Nets
Numpyann ⭐ 67
Implementation of Artificial Neural Networks using NumPy
Autoencoder Based Communication System ⭐ 67
Tensorflow Implementation and result of Auto-encoder Based Communication System From Research Paper : "An Introduction to Deep Learning for the Physical Layer" http://ieeexplore.ieee.org/document/8054694/
Keras Shufflenet ⭐ 66
ShuffleNet Implementation using Keras Functional Framework 2.0
Machinelearning ⭐ 65
Machine learning for beginner(Data Science enthusiast)
Learn_machine_learning ⭐ 64
My Road to Machine Learning
Nlp Pretrained Model ⭐ 63
A collection of Natural language processing pre-trained models.
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