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The Top 3,487 Python Keras Open Source Projects on Github

Data Science Ipython Notebooks ⭐ 21,061
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.
Mask_rcnn ⭐ 20,607
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
Tqdm ⭐ 19,761
A Fast, Extensible Progress Bar for Python and CLI
100 Days Of Ml Code ⭐ 16,532
100-Days-Of-ML-Code中文版
Horovod ⭐ 11,761
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
D2l En ⭐ 11,219
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 200 universities.
Keras Gan ⭐ 8,383
Keras implementations of Generative Adversarial Networks.
Autokeras ⭐ 8,180
AutoML library for deep learning
Faceai ⭐ 6,666
一款入门级的人脸、视频、文字检测以及识别的项目.
Deepo ⭐ 6,010
Set up deep learning environment in a single command line.
Best Of Ml Python ⭐ 5,820
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
Asrt_speechrecognition ⭐ 4,579
A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统
Sketch Code ⭐ 4,525
Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images.
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.
Deeplearningzerotoall ⭐ 4,126
TensorFlow Basic Tutorial Labs
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：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
Bigdl ⭐ 3,783
BigDL: Distributed Deep Learning Framework for Apache Spark
Einops ⭐ 3,723
Deep learning operations reinvented (for pytorch, tensorflow, jax and others)
Client ⭐ 3,420
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
Segmentation_models ⭐ 3,176
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
Pytorch Summary ⭐ 3,151
Model summary in PyTorch similar to `model.summary()` in Keras
Image Super Resolution ⭐ 3,099
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
Byteps ⭐ 2,977
A high performance and generic framework for distributed DNN training
Polyaxon ⭐ 2,928
Machine Learning Platform for Kubernetes (MLOps tools for experimentation and automation)
Deep Learning In Production ⭐ 2,909
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 2,878
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.
Deep Learning Keras Tensorflow ⭐ 2,822
Introduction to Deep Neural Networks with Keras and Tensorflow
Keras Vis ⭐ 2,592
Neural network visualization toolkit for keras
Deepjazz ⭐ 2,583
Deep learning driven jazz generation using Keras & Theano!
Deepface ⭐ 2,528
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
Keras Attention Mechanism ⭐ 2,476
Attention mechanism Implementation for Keras.
Capsnet Keras ⭐ 2,321
A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.
Imgclsmob ⭐ 2,316
Sandbox for training deep learning networks
Keras Bert ⭐ 2,179
Implementation of BERT that could load official pre-trained models for feature extraction and prediction
Donkeycar ⭐ 2,161
Open source hardware and software platform to build a small scale self driving car.
Hyperas ⭐ 2,056
Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization
Foolbox ⭐ 2,009
A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX
Deepinterests ⭐ 1,990
深度有趣
Spektral ⭐ 1,876
Graph Neural Networks with Keras and Tensorflow 2.
Transparent_latent_gan ⭐ 1,807
Use supervised learning to illuminate the latent space of GAN for controlled generation and edit
Invoicenet ⭐ 1,763
Deep neural network to extract intelligent information from invoice documents.
Satellite Image Deep Learning ⭐ 1,739
Resources for deep learning with satellite & aerial imagery
Automl Gs ⭐ 1,642
Provide an input CSV and a target field to predict, generate a model + code to run it.
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.
Ssd_keras ⭐ 1,562
A Keras port of Single Shot MultiBox Detector
Hiddenlayer ⭐ 1,531
Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.
Keras_to_tensorflow ⭐ 1,508
General code to convert a trained keras model into an inference tensorflow model
Elephas ⭐ 1,494
Distributed Deep learning with Keras & Spark
Auto_ml ⭐ 1,442
[UNMAINTAINED] Automated machine learning for analytics & production
Cloudml Samples ⭐ 1,433
Cloud ML Engine is now a part of AI Platform
Talos ⭐ 1,407
Hyperparameter Optimization for TensorFlow, Keras and PyTorch
Anago ⭐ 1,394
Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.
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.
Deepaa ⭐ 1,318
make ASCII Art by Deep Learning
Keras Tcn ⭐ 1,266
Keras Temporal Convolutional Network.
Image Quality Assessment ⭐ 1,260
Convolutional Neural Networks to predict the aesthetic and technical quality of images.
Mlbox ⭐ 1,242
MLBox is a powerful Automated Machine Learning python library.
Keras Resnet ⭐ 1,194
Residual networks implementation using Keras-1.0 functional API
Merlin ⭐ 1,189
This is now the official location of the Merlin project.
Cakechat ⭐ 1,169
CakeChat: Emotional Generative Dialog System
Pinto_model_zoo ⭐ 1,144
A repository that shares tuning results of trained models generated by TensorFlow / Keras. Post-training quantization (Weight Quantization, Integer Quantization, Full Integer Quantization, Float16 Quantization), Quantization-aware training. TensorFlow Lite. OpenVINO. CoreML. TensorFlow.js. TF-TRT. MediaPipe. ONNX. [.tflite,.h5,.pb,saved_model,tfjs,tftrt,mlmodel,.xml/.bin, .onnx]
Model Optimization ⭐ 1,135
A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.
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-car
Livelossplot ⭐ 1,117
Live training loss plot in Jupyter Notebook for Keras, PyTorch and others
Keras Textclassification ⭐ 1,098
中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN
Image Outpainting ⭐ 1,064
🏖 Keras Implementation of Painting outside the box
Fabrik ⭐ 1,062
🏭 Collaboratively build, visualize, and design neural nets in browser
Lambda Packs ⭐ 1,038
Precompiled packages for AWS Lambda
Face Mask Detection ⭐ 1,038
Face Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras
Hypernets ⭐ 1,018
A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.
Repo 2017 ⭐ 1,017
Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano
Machine Learning Experiments ⭐ 1,009
🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo
Picasso ⭐ 990
🎨 A CNN visualizer
Five Video Classification Methods ⭐ 960
Code that accompanies my blog post outlining five video classification methods in Keras and TensorFlow
Keras Ocr ⭐ 921
A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.
Keras Dcgan ⭐ 918
Keras implementation of Deep Convolutional Generative Adversarial Networks
Devol ⭐ 910
Genetic neural architecture search with Keras
Ktrain ⭐ 909
ktrain is a Python library that makes deep learning and AI more accessible and easier to apply
Keract ⭐ 902
Layers Outputs and Gradients in Keras. Made easy.
Keras Ncp ⭐ 896
Code repository of the paper Neural circuit policies enabling auditable autonomy published in Nature Machine Intelligence
Advanced Deep Learning With Keras ⭐ 870
Advanced Deep Learning with Keras, published by Packt
Neural Structured Learning ⭐ 867
Training neural models with structured signals.
Cnngesturerecognizer ⭐ 822
Gesture recognition via CNN. Implemented in Keras + Tensorflow/Theano + OpenCV
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
Pconv Keras ⭐ 812
Unofficial implementation of "Image Inpainting for Irregular Holes Using Partial Convolutions". Try at: www.fixmyphoto.ai
Twitter Sentiment Analysis ⭐ 806
Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.
Bert Keras ⭐ 802
Keras implementation of BERT with pre-trained weights
Nudenet ⭐ 798
Neural Nets for Nudity Detection and Censoring
Frugally Deep ⭐ 782
Header-only library for using Keras models in C++.
Keras Vggface ⭐ 759
VGGFace implementation with Keras Framework
Kapre ⭐ 755
kapre: Keras Audio Preprocessors
Pytorch2keras ⭐ 740
PyTorch to Keras model convertor
Sparseml ⭐ 740
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
Cifar 10 Cnn ⭐ 726
Play deep learning with CIFAR datasets
Cartoongan Tensorflow ⭐ 707
Generate your own cartoon-style images with CartoonGAN (CVPR 2018), powered by TensorFlow 2.0 Alpha.
Classification_models ⭐ 706
Classification models trained on ImageNet. Keras.
Noise2noise ⭐ 703
An unofficial and partial Keras implementation of "Noise2Noise: Learning Image Restoration without Clean Data"
Bert For Tf2 ⭐ 665
A Keras TensorFlow 2.0 implementation of BERT, ALBERT and adapter-BERT.
Densenet ⭐ 658
DenseNet implementation in Keras
Deepj ⭐ 650
A deep learning model for style-specific music generation.
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