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The Top 1,714 Python Tensorflow Keras Open Source Projects

Categories > Machine Learning > Tensorflow
Keras ⭐ 55,225
Deep Learning for humans
dependent packages 879total releases 53most recent commit 13 hours agopypi Keras} Downloads
Data Science Ipython Notebooks ⭐ 22,662
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
most recent commit 2 months ago
Mask_rcnn ⭐ 21,634
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
total releases 5most recent commit 18 days ago
100 Days Of Ml Code ⭐ 17,892
100-Days-Of-ML-Code中文版
most recent commit a month ago
D2l En ⭐ 13,427
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.
most recent commit a day ago
Horovod ⭐ 12,431
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
dependent packages 10total releases 71most recent commit a day agopypi horovod} Downloads
Best Of Ml Python ⭐ 9,460
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
most recent commit 6 days ago
Eat_tensorflow2_in_30_days ⭐ 9,199
Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋
most recent commit 4 months ago
Autokeras ⭐ 8,495
AutoML library for deep learning
dependent packages 3total releases 56most recent commit 3 days agopypi autokeras} Downloads
Keras Yolo3 ⭐ 6,830
A Keras implementation of YOLOv3 (Tensorflow backend)
most recent commit 9 months ago
Faceai ⭐ 6,666
一款入门级的人脸、视频、文字检测以及识别的项目.
most recent commit 2 years ago
Deepo ⭐ 6,197
Setup and customize deep learning environment in seconds.
most recent commit 2 months ago
Asrt_speechrecognition ⭐ 5,333
A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统
most recent commit 22 days ago
Keras Rl ⭐ 5,175
Deep Reinforcement Learning for Keras.
dependent packages 2total releases 7most recent commit 4 months agopypi keras-rl} Downloads
Einops ⭐ 4,730
Deep learning operations reinvented (for pytorch, tensorflow, jax and others)
dependent packages 195total releases 7most recent commit 2 months agopypi einops} Downloads
Sketch Code ⭐ 4,596
Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images.
most recent commit 2 months ago
Textgenrnn ⭐ 4,426
Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.
dependent packages 1total releases 14most recent commit a year agopypi textgenrnn} Downloads
Deeplearningzerotoall ⭐ 4,126
TensorFlow Basic Tutorial Labs
most recent commit a year ago
Ai Learn ⭐ 3,947
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：Py 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
most recent commit 2 years ago
Bigdl ⭐ 3,928
Building Large-Scale AI Applications for Distributed Big Data
dependent packages 10total releases 16most recent commit 12 hours ago
Client ⭐ 3,902
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
dependent packages 207total releases 222most recent commit 20 hours agopypi wandb} Downloads
Deepface ⭐ 3,813
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
dependent packages 3total releases 74most recent commit 17 hours agopypi deepface} Downloads
Segmentation_models ⭐ 3,598
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
dependent packages 12total releases 8most recent commit 5 months agopypi segmentation-models} Downloads
Image Super Resolution ⭐ 3,376
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
most recent commit 4 months ago
Deep Learning In Production ⭐ 3,267
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
most recent commit 7 days ago
Byteps ⭐ 3,130
A high performance and generic framework for distributed DNN training
total releases 8most recent commit 2 months ago
Satellite Image Deep Learning ⭐ 3,112
Resources for deep learning with satellite & aerial imagery
most recent commit a day ago
Polyaxon ⭐ 3,086
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 9total releases 324most recent commit 14 hours agopypi polyaxon} Downloads
Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 3,050
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
most recent commit 2 months ago
Deep Learning Keras Tensorflow ⭐ 2,863
Introduction to Deep Neural Networks with Keras and Tensorflow
most recent commit 7 months ago
Keras Vis ⭐ 2,592
Neural network visualization toolkit for keras
dependent packages 1total releases 11most recent commit 2 years agopypi keras-vis} Downloads
Analytics Zoo ⭐ 2,487
Distributed Tensorflow, Keras and PyTorch on Apache Spark/Flink & Ray
dependent packages 3total releases 183most recent commit 2 months agopypi bigdl-orca} Downloads
Machine_learning_complete ⭐ 2,431
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
most recent commit 6 days ago
Imgclsmob ⭐ 2,399
Sandbox for training deep learning networks
dependent packages 4total releases 67most recent commit 5 months agopypi pytorchcv} Downloads
Capsnet Keras ⭐ 2,321
A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.
most recent commit 2 years ago
Donkeycar ⭐ 2,251
Open source hardware and software platform to build a small scale self driving car.
total releases 13most recent commit 23 days ago
Deeplearning4j Examples ⭐ 2,232
Deeplearning4j Examples (DL4J, DL4J Spark, DataVec)
most recent commit 2 months ago
Foolbox ⭐ 2,198
A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX
dependent packages 4total releases 70most recent commit a month agopypi foolbox} Downloads
Gat ⭐ 2,078
Graph Attention Networks (https://arxiv.org/abs/1710.10903)
most recent commit 10 months ago
Spektral ⭐ 2,062
Graph Neural Networks with Keras and Tensorflow 2.
dependent packages 2total releases 32most recent commit 2 days agopypi spektral} Downloads
Chinese_ocr ⭐ 2,037
CTPN + DenseNet + CTC based end-to-end Chinese OCR implemented using tensorflow and keras
most recent commit 3 years ago
Deepinterests ⭐ 1,990
深度有趣
most recent commit 2 years ago
Chinese Ocr ⭐ 1,985
[python3.6] 运用tf实现自然场景文字检测,keras/pytorch实现ctpn+crnn+ctc实现不定长场景
most recent commit 3 years ago
Efficientnet ⭐ 1,853
Implementation of EfficientNet model. Keras and TensorFlow Keras.
dependent packages 5total releases 9most recent commit 10 months agopypi efficientnet} Downloads
Transparent_latent_gan ⭐ 1,807
Use supervised learning to illuminate the latent space of GAN for controlled generation and edit
most recent commit 4 years ago
Pinto_model_zoo ⭐ 1,669
A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.
most recent commit 2 days ago
Automl Gs ⭐ 1,642
Provide an input CSV and a target field to predict, generate a model + code to run it.
total releases 2most recent commit 3 years ago
Machine_learning_beginner ⭐ 1,594
机器学习初学者公众号作品
most recent commit a year ago
Practical Machine Learning With Python ⭐ 1,586
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
most recent commit 2 years ago
Hiddenlayer ⭐ 1,531
Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.
dependent packages 5total releases 3most recent commit 7 months agopypi hiddenlayer} Downloads
Deep_sort_yolov3 ⭐ 1,528
Real-time Multi-person tracker using YOLO v3 and deep_sort with tensorflow
most recent commit a year ago
Talos ⭐ 1,514
Hyperparameter Optimization for TensorFlow, Keras and PyTorch
most recent commit a month ago
Keras_to_tensorflow ⭐ 1,508
General code to convert a trained keras model into an inference tensorflow model
most recent commit a year ago
Cloudml Samples ⭐ 1,453
Cloud ML Engine repo. Please visit the new Vertex AI samples repo at https://github.com/GoogleCloudPlatform/vertex-ai-s
most recent commit 5 months ago
Auto_ml ⭐ 1,442
[UNMAINTAINED] Automated machine learning for analytics & production
dependent packages 2total releases 78most recent commit 3 years agopypi auto_ml} Downloads
Nlp Journey ⭐ 1,328
Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.
total releases 3most recent commit 10 months ago
Deepaa ⭐ 1,318
make ASCII Art by Deep Learning
most recent commit 10 months ago
Image Quality Assessment ⭐ 1,260
Convolutional Neural Networks to predict the aesthetic and technical quality of images.
most recent commit a year ago
Face Mask Detection ⭐ 1,244
Face Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras
most recent commit a month ago
Model Optimization ⭐ 1,242
A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.
dependent packages 16total releases 26most recent commit 4 days agopypi tensorflow-model-optimization} Downloads
Super Resolution ⭐ 1,232
Tensorflow 2.x based implementation of EDSR, WDSR and SRGAN for single image super-resolution
most recent commit 7 days ago
Merlin ⭐ 1,189
This is now the official location of the Merlin project.
most recent commit 2 years ago
Machine Learning Experiments ⭐ 1,188
🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo
most recent commit 4 months ago
Advanced Deep Learning With Keras ⭐ 1,179
Advanced Deep Learning with Keras, published by Packt
most recent commit 5 months ago
Cakechat ⭐ 1,169
CakeChat: Emotional Generative Dialog System
most recent commit 2 years ago
Advancedeast ⭐ 1,134
AdvancedEAST is an algorithm used for Scene image text detect, which is primarily based on EAST, and the significant improvement was also made, which make long text predictions more accurate.https://github.com/huoyijie/raspberrypi-c
most recent commit a year ago
Keras Ncp ⭐ 1,131
Code repository of the paper Neural circuit policies enabling auditable autonomy published in Nature Machine Intelligence
dependent packages 1total releases 22most recent commit a month agopypi keras-ncp} Downloads
Image Outpainting ⭐ 1,118
🏖 Keras Implementation of Painting outside the box
most recent commit 2 months ago
Pythoncode Tutorials ⭐ 1,086
The Python Code Tutorials
most recent commit 17 hours ago
Fabrik ⭐ 1,062
🏭 Collaboratively build, visualize, and design neural nets in browser
most recent commit 2 years ago
Lambda Packs ⭐ 1,041
Precompiled packages for AWS Lambda
most recent commit 7 months ago
Async Rl ⭐ 1,013
Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"
most recent commit 4 years ago
Ktrain ⭐ 991
ktrain is a Python library that makes deep learning and AI more accessible and easier to apply
dependent packages 2total releases 170most recent commit 2 days agopypi ktrain} Downloads
Cv Pretrained Model ⭐ 991
A collection of computer vision pre-trained models.
most recent commit a year ago
Picasso ⭐ 990
🎨 A CNN visualizer
total releases 5most recent commit 4 years ago
Sparseml ⭐ 964
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
dependent packages 4total releases 18most recent commit a day agopypi sparseml} Downloads
Five Video Classification Methods ⭐ 960
Code that accompanies my blog post outlining five video classification methods in Keras and TensorFlow
most recent commit 3 years ago
Tensorflow From Zero To One ⭐ 923
TensorFlow 最佳学习资源大全（含课程、书籍、博客、公开课等内容）
most recent commit 2 years ago
Neural Structured Learning ⭐ 920
Training neural models with structured signals.
dependent packages 2total releases 7most recent commit 10 days agopypi neural-structured-learning} Downloads
Tf Explain ⭐ 919
Interpretability Methods for tf.keras models with Tensorflow 2.x
dependent packages 6total releases 8most recent commit a month agopypi tf-explain} Downloads
Nsfw_model ⭐ 885
Keras model of NSFW detector
most recent commit 2 months ago
Frugally Deep ⭐ 861
Header-only library for using Keras (TensorFlow) models in C++.
most recent commit 8 days ago
Cnngesturerecognizer ⭐ 848
Gesture recognition via CNN. Implemented in Keras + Tensorflow/Theano + OpenCV
most recent commit 2 months ago
Facerank ⭐ 821
FaceRank - Rank Face by CNN Model based on TensorFlow (add keras version). FaceRank-人脸打分基于 TensorFlow (新增 Keras 版本) 的 CNN 模型（QQ群：167122861）。技术支持：http://tensorflow123.com
most recent commit 2 years ago
Pconv Keras ⭐ 812
Unofficial implementation of "Image Inpainting for Irregular Holes Using Partial Convolutions". Try at: www.fixmyphoto.ai
most recent commit 10 months ago
Keras Vggface ⭐ 803
VGGFace implementation with Keras Framework
dependent packages 2total releases 5most recent commit 2 months agopypi keras-vggface} Downloads
Bert Keras ⭐ 802
Keras implementation of BERT with pre-trained weights
most recent commit 3 years ago
Kapre ⭐ 800
kapre: Keras Audio Preprocessors
dependent packages 3total releases 23most recent commit 4 months agopypi kapre} Downloads
Pytorch2keras ⭐ 780
PyTorch to Keras model convertor
total releases 23most recent commit 2 months ago
Alphapy ⭐ 758
Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost
total releases 25most recent commit a month ago
Cifar 10 Cnn ⭐ 726
Play deep learning with CIFAR datasets
most recent commit 2 years ago
Cartoongan Tensorflow ⭐ 707
Generate your own cartoon-style images with CartoonGAN (CVPR 2018), powered by TensorFlow 2.0 Alpha.
most recent commit 7 months ago
Deep Speaker ⭐ 696
Deep Speaker: an End-to-End Neural Speaker Embedding System.
most recent commit 2 months ago
Bert For Tf2 ⭐ 665
A Keras TensorFlow 2.0 implementation of BERT, ALBERT and adapter-BERT.
dependent packages 10total releases 54most recent commit a year agopypi bert-for-tf2} Downloads
Ffdl ⭐ 663
Fabric for Deep Learning (FfDL, pronounced fiddle) is a Deep Learning Platform offering TensorFlow, Caffe, PyTorch etc. as a Service on Kubernetes
most recent commit 3 months ago
Deepj ⭐ 650
A deep learning model for style-specific music generation.
most recent commit 4 years ago
Attention Is All You Need Keras ⭐ 641
A Keras+TensorFlow Implementation of the Transformer: Attention Is All You Need
most recent commit 8 months ago
Reversi Alpha Zero ⭐ 634
Reversi reinforcement learning by AlphaGo Zero methods.
most recent commit 2 months ago
Kafka Streams Machine Learning Examples ⭐ 632
This project contains examples which demonstrate how to deploy analytic models to mission-critical, scalable production environments leveraging Apache Kafka and its Streams API. Models are built with Python, H2O, TensorFlow, Keras, DeepLearning4 and other technologies.
most recent commit a year ago
Machine_learning_study_path ⭐ 626
机器学习过程中所看的书，视频和源码
most recent commit 4 years ago
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