Ecosyste.ms: Awesome

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Keras

Keras is an open source, cross platform, and user friendly neural network library written in Python. It is capable of running on top of TensorFlow, Microsoft Cognitive Toolkit, R, Theano, and PlaidML.

https://github.com/somewacko/deconvfaces

Generating faces with deconvolution networks

animation deep-learning keras

Last synced: 26 Oct 2024

https://github.com/anupamchugh/iowncode

A curated collection of iOS, ML, AR resources sprinkled with some UI additions

alamofire arkit computer-vision coreml coremltools ios keras ml-kit natural-language-processing nlp realitykit swift swiftui vision vision-framework

Last synced: 09 Aug 2024

https://github.com/fendouai/FaceRank

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

cnn-model convolutional-neural-networks dataset deep-learning face-recognition keras machine-learning tensorflow

Last synced: 31 Oct 2024

https://github.com/kaiwaehner/kafka-streams-machine-learning-examples

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.

deep-learning deeplearning4j dl4j h2o h2oai java kafka kafka-client kafka-streams keras keras-tensorflow ksql machine-learning open-source python tensorflow

Last synced: 25 Oct 2024

https://github.com/MinZHANG-WHU/Change-Detection-Review

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

artificial-intelligence caffe change-detection code deep-learning keras machine-learning matlab open-datasets python pytorch remote-sensing review sar streetview tensorflow unsupervised-learning

Last synced: 01 Nov 2024

https://github.com/minzhang-whu/change-detection-review

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

artificial-intelligence caffe change-detection code deep-learning keras machine-learning matlab open-datasets python pytorch remote-sensing review sar streetview tensorflow unsupervised-learning

Last synced: 31 Oct 2024

https://github.com/Separius/BERT-keras

Keras implementation of BERT with pre-trained weights

keras language-modeling nlp pretrained-models tensorflow theano transfer-learning transformer

Last synced: 02 Nov 2024

https://github.com/GoogleCloudPlatform/keras-idiomatic-programmer

Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework

autoencoder automl dcgan deep-learning densenet inception keras keras-tutorials machine-learning mobilenet resnet resnext senet shufflenet siamese-network squeezenet tensorflow-keras vgg xception

Last synced: 04 Nov 2024

https://github.com/googlecloudplatform/keras-idiomatic-programmer

Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework

autoencoder automl dcgan deep-learning densenet inception keras keras-tutorials machine-learning mobilenet resnet resnext senet shufflenet siamese-network squeezenet tensorflow-keras vgg xception

Last synced: 28 Sep 2024

https://github.com/kpe/bert-for-tf2

A Keras TensorFlow 2.0 implementation of BERT, ALBERT and adapter-BERT.

bert keras tensorflow transformer

Last synced: 20 Oct 2024

https://github.com/JasonLiTW/simple-railway-captcha-solver

實作基於CNN的台鐵訂票驗證碼辨識以及透過模仿及資料增強的訓練集產生器 (Simple captcha solver based on CNN and a training set generator by imitating the style of captcha and data augmentation)

captcha-breaking captcha-generator captcha-solver captcha-solving cnn-keras keras python

Last synced: 03 Aug 2024

https://github.com/foochane/books

整理一些书籍 ,包含 C&C++ 、git 、Java、Keras 、Linux 、NLP 、Python 、Scala 、TensorFlow 、大数据 、推荐系统、数据库、数据挖掘 、机器学习 、深度学习 、算法等。

big-data c cpp database datamining dl git java keras ml nlp python scala tensorflow

Last synced: 01 Nov 2024

https://github.com/titu1994/neural-image-assessment

Implementation of NIMA: Neural Image Assessment in Keras

ava-dataset keras neural-image-assessment tensorflow

Last synced: 01 Nov 2024

https://github.com/keras-team/keras-hub

Modular Natural Language Processing workflows with Keras

deep-learning keras machine-learning nlp tensorflow

Last synced: 07 Oct 2024

https://github.com/ragulpr/wtte-rnn

WTTE-RNN a framework for churn and time to event prediction

churn-prediction failure-rate keras machine-learning-algorithms neural-network rnn tensorflow weibull

Last synced: 29 Oct 2024

https://github.com/weizhepei/CasRel

A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. Accepted by ACL 2020.

bert information-extraction keras knowledge-graph relation-extraction relational-triple-extraction

Last synced: 06 Nov 2024

https://github.com/titu1994/lstm-fcn

Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification

cnn deep-learning keras lstm timeseries

Last synced: 01 Nov 2024

https://github.com/williamfalcon/test-tube

Python library to easily log experiments and parallelize hyperparameter search for neural networks

caffe caffe2 chainer data-science deep-learning grid-search hyperparameter-optimization keras machine-learning neural-networks pytorch random-search tensorflow

Last synced: 30 Oct 2024

https://github.com/williamFalcon/test-tube

Python library to easily log experiments and parallelize hyperparameter search for neural networks

caffe caffe2 chainer data-science deep-learning grid-search hyperparameter-optimization keras machine-learning neural-networks pytorch random-search tensorflow

Last synced: 30 Oct 2024

https://github.com/kymatio/kymatio

Wavelet scattering transforms in Python with GPU acceleration

deep-learning keras numpy pytorch scattering-transform scikit-learn tensorflow wavelets

Last synced: 10 Oct 2024

https://github.com/calclavia/DeepJ

A deep learning model for style-specific music generation.

composition deep generation keras learning machine music tensorflow

Last synced: 04 Aug 2024

https://github.com/titu1994/densenet

DenseNet implementation in Keras

bottleneck deep-learning densenet densenet-model keras paper

Last synced: 01 Nov 2024

https://github.com/titu1994/DenseNet

DenseNet implementation in Keras

bottleneck deep-learning densenet densenet-model keras paper

Last synced: 31 Oct 2024

https://github.com/Lsdefine/attention-is-all-you-need-keras

A Keras+TensorFlow Implementation of the Transformer: Attention Is All You Need

attention-is-all-you-need attention-seq2seq deep-learning keras keras-tensorflow

Last synced: 02 Aug 2024

https://github.com/stratospark/food-101-keras

Food Classification with Deep Learning in Keras / Tensorflow

ai deep-learning food-classification image-classification keras machine-learning tensorflow

Last synced: 07 Aug 2024

https://github.com/larq/larq

An Open-Source Library for Training Binarized Neural Networks

binarized-neural-networks binder deep-learning keras larq machine-learning python quantized-neural-networks tensorflow

Last synced: 02 Aug 2024

https://github.com/ibm/ffdl

Fabric for Deep Learning (FfDL, pronounced fiddle) is a Deep Learning Platform offering TensorFlow, Caffe, PyTorch etc. as a Service on Kubernetes

ai artificial-intelligence caffe deep-learning deep-neural-networks deeplearning ibm-research-ai jupyter keras kubernetes-cluster machine-learning ml model python pytorch storage tensorflow watson

Last synced: 29 Oct 2024

https://github.com/evilgix/evil

Optical Character Recognition in Swift for iOS&macOS. 银行卡、身份证、门牌号光学识别

cnn-model keras machine-learning ocr swift4 vision

Last synced: 30 Oct 2024

https://github.com/evilgix/Evil

Optical Character Recognition in Swift for iOS&macOS. 银行卡、身份证、门牌号光学识别

cnn-model keras machine-learning ocr swift4 vision

Last synced: 04 Aug 2024

https://github.com/pplonski/keras2cpp

This is a bunch of code to port Keras neural network model into pure C++.

keras machine-learning neural-network

Last synced: 26 Oct 2024

https://github.com/tensorflow/decision-forests

A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.

decision-forest decision-trees gradient-boosting interpretability keras machine-learning ml python random-forest tensorflow

Last synced: 07 Oct 2024

https://github.com/jacobgil/keras-grad-cam

An implementation of Grad-CAM with keras

deep-learning grad-cam keras visualization

Last synced: 30 Oct 2024

https://github.com/cerndb/dist-keras

Distributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.

apache-spark data-parallelism data-science deep-learning distributed-optimizers hadoop keras machine-learning optimization-algorithms tensorflow

Last synced: 28 Sep 2024

https://github.com/xiaochus/YOLOv3

Keras implementation of yolo v3 object detection.

cnn keras object-detection yolov3

Last synced: 02 Aug 2024

https://github.com/scisharp/keras.net

Keras.NET is a high-level neural networks API for C# and F#, with Python Binding and capable of running on top of TensorFlow, CNTK, or Theano.

csharp-library deep-learning deep-learning-library fsharp-library keras keras-neural-networks neural-network

Last synced: 30 Oct 2024

https://github.com/SciSharp/Keras.NET

Keras.NET is a high-level neural networks API for C# and F#, with Python Binding and capable of running on top of TensorFlow, CNTK, or Theano.

csharp-library deep-learning deep-learning-library fsharp-library keras keras-neural-networks neural-network

Last synced: 02 Nov 2024

https://github.com/yu4u/convnet-drawer

Python script for illustrating Convolutional Neural Networks (CNN) using Keras-like model definitions

convolutional-neural-networks deep-neural-networks keras python-pptx visualization

Last synced: 29 Oct 2024

https://github.com/raphaelmeudec/deblur-gan

Keras implementation of "DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks"

gan generative-adversarial-networks image-deblurring keras

Last synced: 01 Nov 2024

https://github.com/virajmavani/semi-auto-image-annotation-tool

Anno-Mage: A Semi Automatic Image Annotation Tool which helps you in annotating images by suggesting you annotations for 80 object classes using a pre-trained model

automation deep-learning hackoctoberfest hacktoberfest2020 image-annotation image-labeling keras tensorflow

Last synced: 03 Aug 2024

https://github.com/szymonmaszke/torchlayers

Shape and dimension inference (Keras-like) for PyTorch layers and neural networks

deep-learning framework inference keras layers library machine-learning pytorch shape sota

Last synced: 11 Oct 2024

https://github.com/vsyw/Keras-OpenFace

Keras-OpenFace is a project converting OpenFace from Torch implementation to a Keras version

coreml coremltools facenet keras keras-openface mobilenet openface torch

Last synced: 12 Aug 2024

https://github.com/Adamdad/keras-YOLOv3-mobilenet

I transfer the backend of yolov3 into Mobilenetv1,VGG16,ResNet101 and ResNeXt101

anchor keras keras-yolov3-mobilenet mobilenet object-detection tensorflow vgg16 yolo yolov3

Last synced: 02 Aug 2024

https://github.com/GRAAL-Research/poutyne

A simplified framework and utilities for PyTorch

data-science deep-learning keras machine-learning neural-network python pytorch

Last synced: 30 Oct 2024

https://github.com/pinto0309/onnx2tf

Self-Created Tools to convert ONNX files (NCHW) to TensorFlow/TFLite/Keras format (NHWC). The purpose of this tool is to solve the massive Transpose extrapolation problem in onnx-tensorflow (onnx-tf). I don't need a Star, but give me a pull request.

android coreml deep-learning docker keras lstm machine-learning model-converter models onnx onnx-tensorflow quantization tensorflow tensorflow-lite tfjs tflite transformer yolov7

Last synced: 22 Oct 2024

https://github.com/d2l-ai/d2l-vi

Một cuốn sách về Học Sâu đề cập đến nhiều framework phổ biến, được sử dụng trên 300 trường Đại học từ 55 đất nước bao gồm MIT, Stanford, Harvard, và Cambridge.

computer-vision d2l deep-learning kaggle keras machine-learning mlbvn mxnet python pytorch tensorflow vietnamese-language

Last synced: 08 Nov 2024

https://github.com/Tencent/Forward

A library for high performance deep learning inference on NVIDIA GPUs.

cuda deep-learning forward gpu inference inference-engine keras neural-network onnx pytorch tensorflow tensorrt

Last synced: 09 Nov 2024

https://github.com/udibr/headlines

Automatically generate headlines to short articles

generation keras nlp rnn summarization

Last synced: 07 Aug 2024

https://github.com/philferriere/dlwin

GPU-accelerated Deep Learning on Windows 10 native

cntk cudnn deep-learning gpu-acceleration gpu-mode keras tensorflow theano

Last synced: 30 Oct 2024

https://github.com/airalcorn2/Deep-Semantic-Similarity-Model

My Keras implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014_cdssm_final.pdf.

deep-learning information-retrieval keras natural-language-processing nlp

Last synced: 07 Aug 2024

https://github.com/jsn5/dancenet

DanceNet -💃💃Dance generator using Autoencoder, LSTM and Mixture Density Network. (Keras)

autoencoder computer-vision generative-model keras lstm mixture-density-networks

Last synced: 07 Aug 2024

https://github.com/curiousily/credit-card-fraud-detection-using-autoencoders-in-keras

iPython notebook and pre-trained model that shows how to build deep Autoencoder in Keras for Anomaly Detection in credit card transactions data

anomaly-detection autoencoders credit-card-fraud deep-learning keras tensorflow tensorflow-tutorial

Last synced: 10 Oct 2024

https://github.com/curiousily/Credit-Card-Fraud-Detection-using-Autoencoders-in-Keras

iPython notebook and pre-trained model that shows how to build deep Autoencoder in Keras for Anomaly Detection in credit card transactions data

anomaly-detection autoencoders credit-card-fraud deep-learning keras tensorflow tensorflow-tutorial

Last synced: 25 Oct 2024

https://github.com/OysterQAQ/ACG2vec

ACG2vec (Anime Comics Games to vector) are committed to creating a playground that combines ACG and Deep learning.(文本语义检索、以图搜图、语义搜图、图片超分辨率、推荐系统)

acg anime deep-learning embedding feature-extraction image-search image-super-resolution keras tensorflow

Last synced: 03 Aug 2024

https://github.com/titu1994/mlstm-fcn

Multivariate LSTM Fully Convolutional Networks for Time Series Classification

classification keras lstmfcn multivariate tensorflow timeseries

Last synced: 26 Oct 2024

https://github.com/materialsvirtuallab/megnet

Graph Networks as a Universal Machine Learning Framework for Molecules and Crystals

deep-learning graph-networks keras machine-learning materials-science tensorflow

Last synced: 30 Sep 2024

https://github.com/danielegrattarola/keras-gat

Keras implementation of the graph attention networks (GAT) by Veličković et al. (2017; https://arxiv.org/abs/1710.10903)

attention-mechanism cora-dataset deep-learning graph graph-attention-networks keras python

Last synced: 30 Oct 2024

https://github.com/miemie2013/Keras-YOLOv4

yolov4 42.0% mAP.ppyolo 45.1% mAP.

ciou diou keras ppyolo yolo yolov4

Last synced: 02 Aug 2024

https://github.com/loretoparisi/CapsNet

CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art

capsnet capsule-networks chainer deeplearning keras lasagne machine-learning mnist mxnet pytorch tensorflow

Last synced: 02 Nov 2024

https://github.com/thushv89/attention_keras

Keras Layer implementation of Attention for Sequential models

deep-learning keras lstm rnn tensorflow

Last synced: 07 Nov 2024

https://github.com/0b01/SimGAN-Captcha

Solve captcha without manually labeling a training set

captcha-solving gan generative-adversarial-network keras neural-network simgan

Last synced: 03 Aug 2024

https://github.com/ardamavi/Game-Bot

Artificial intelligence learn playing any game with watching you.

artificial-intelligence deep-learning keras tensorflow

Last synced: 07 Nov 2024

https://github.com/titu1994/neural-architecture-search

Basic implementation of [Neural Architecture Search with Reinforcement Learning](https://arxiv.org/abs/1611.01578).

keras neural-architecture-search tensorflow

Last synced: 26 Oct 2024

https://github.com/ashishpatel26/Real-time-ML-Project

A curated list of applied machine learning and data science notebooks and libraries across different industries.

application deep-learning deeplearning dl keras machine-learning machine-learning-algorithms machinelearning ml ml-application project pytorch real-time real-time-data rl tensorflow theano

Last synced: 01 Nov 2024

https://github.com/rkcosmos/deepcut

A Thai word tokenization library using Deep Neural Network

deep-learning deep-neural-networks keras keras-tensorflow python segmentation tensorflow thai

Last synced: 30 Oct 2024

https://github.com/mjdietzx/SimGAN

Implementation of Apple's Learning from Simulated and Unsupervised Images through Adversarial Training

deep-learning gan generative-adversarial-network keras machine-learning neural-networks simulated-unsupervised-learning simulations tensorflow

Last synced: 07 Aug 2024

https://github.com/baldassarrefe/deep-koalarization

Keras/Tensorflow implementation of our paper Grayscale Image Colorization using deep CNN and Inception-ResNet-v2 (https://arxiv.org/abs/1712.03400)

colorization convolutional-neural-networks deep-learning inception-resnet keras tensorflow

Last synced: 27 Oct 2024

https://github.com/miroblog/deep_rl_trader

Trading Environment(OpenAI Gym) + DDQN (Keras-RL)

deep-reinforcement-learning keras keras-rl trading

Last synced: 29 Oct 2024

https://github.com/rcmalli/keras-squeezenet

SqueezeNet implementation with Keras Framework

deeplearning keras squeezenet tensorflow

Last synced: 30 Oct 2024

https://github.com/BenWhetton/keras-surgeon

Pruning and other network surgery for trained Keras models.

deep-learning keras network-surgery pruning

Last synced: 28 Oct 2024