Keras | Ecosyste.ms: Awesome

https://github.com/ethanhe42/u-net

U-Net: Convolutional Networks for Biomedical Image Segmentation

convolutional-networks convolutional-neural-networks deep-learning deep-neural-networks image-segmentation keras medical-imaging python tensorflow unet

Last synced: 26 Oct 2024

https://github.com/kk7nc/rmdl

RMDL: Random Multimodel Deep Learning for Classification

classification cnn convolutional-neural-networks data-mining deep-learning deep-neural-networks dnn ensemble-learning image-classification information-retrieval keras machine-learning multimodel recurrent-neural-networks rnn tensorflow text-classification text-mining

Last synced: 09 Nov 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: 13 Nov 2024

https://github.com/marcogdepinto/emotion-classification-from-audio-files

Understanding emotions from audio files using neural networks and multiple datasets.

audio audio-processing classification-report datascience deep-learning deep-neural-networks emotion emotion-classification-ravdess keras keras-neural-networks librosa livingstone machine-learning python python3 ravdess-dataset song songs speech tensorflow

Last synced: 26 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

https://github.com/titu1994/keras-squeeze-excite-network

Implementation of Squeeze and Excitation Networks in Keras

deep-learning keras squeeze-excite

Last synced: 09 Nov 2024

https://github.com/xslittlegrass/CarND-Vehicle-Detection

Vehicle detection using YOLO in Keras runs at 21FPS

bounding-boxes convolutional-neural-networks keras vehicle-detection yolo

Last synced: 09 Nov 2024

https://github.com/kermitt2/delft

a Deep Learning Framework for Text https://delft.readthedocs.io/

deep-learning keras ner nlp sequence-labeling text-classification

Last synced: 13 Nov 2024

https://github.com/titu1994/Inception-v4

Inception-v4, Inception - Resnet-v1 and v2 Architectures in Keras

deep-learning inception-resnet keras paper

Last synced: 31 Oct 2024

https://github.com/titu1994/inception-v4

Inception-v4, Inception - Resnet-v1 and v2 Architectures in Keras

deep-learning inception-resnet keras paper

Last synced: 09 Nov 2024

https://github.com/Ma-Dan/keras-yolo4

A Keras implementation of YOLOv4 (Tensorflow backend)

keras object-detection yolov4

Last synced: 09 Nov 2024

https://github.com/onnx/keras-onnx

Convert tf.keras/Keras models to ONNX

keras onnx subclassing tensorflow

Last synced: 30 Sep 2024

https://github.com/krasserm/face-recognition

Deep face recognition with Keras, Dlib and OpenCV

deep-learning face-recognition keras machine-learning

Last synced: 14 Nov 2024

https://github.com/tensorflow/cloud

The TensorFlow Cloud repository provides APIs that will allow to easily go from debugging and training your Keras and TensorFlow code in a local environment to distributed training in the cloud.

cloud gcp keras tensorflow

Last synced: 07 Oct 2024

https://github.com/operatorai/modelstore

🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud storage provider.

data-science keras machine-learning mlops modelstore python-library pytorch s3-storage scikit-learn tensorflow transformer

Last synced: 13 Oct 2024

https://github.com/cyberzhg/keras-transformer

Transformer implemented in Keras

attention decoder encoder keras transformer translation

Last synced: 29 Sep 2024

https://github.com/cgnorthcutt/benchmarking-keras-pytorch

🔥 Reproducibly benchmarking Keras and PyTorch models

benchmarking cnn cnn-classification cnn-keras deep-learning imagenet keras keras-tutorials pytorch pytorch-tutorial

Last synced: 07 Aug 2024

https://github.com/mratsim/amazon-forest-computer-vision

Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks

computer-vision data-augmentation deep-learning kaggle kaggle-competition keras neural-network-example neural-networks pytorch transfer-learning

Last synced: 14 Nov 2024

https://github.com/mratsim/Amazon-Forest-Computer-Vision

Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks

computer-vision data-augmentation deep-learning kaggle kaggle-competition keras neural-network-example neural-networks pytorch transfer-learning

Last synced: 03 Aug 2024

https://github.com/NeuromorphicProcessorProject/snn_toolbox

Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.

brian brian2 caffe deep-learning deep-neural-networks keras lasagne loihi nest pynn pytorch spiking-neural-networks spinnaker tensorflow

Last synced: 09 Nov 2024

https://github.com/neuromorphicprocessorproject/snn_toolbox

Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.

brian brian2 caffe deep-learning deep-neural-networks keras lasagne loihi nest pynn pytorch spiking-neural-networks spinnaker tensorflow

Last synced: 11 Oct 2024

https://github.com/kamalkraj/named-entity-recognition-with-bidirectional-lstm-cnns

Named-Entity-Recognition-with-Bidirectional-LSTM-CNNs

bilstm character-embeddings cnn conll-2003 glove-embeddings keras named-entity-recognition python36 tensorflow word-embeddings

Last synced: 14 Nov 2024

https://github.com/hnarayanan/artistic-style-transfer

Convolutional neural networks for artistic style transfer.

convolutional-neural-networks keras talk tensorflow tutorial-code

Last synced: 14 Nov 2024

https://github.com/bhky/opennsfw2

Keras implementation of the Yahoo Open-NSFW model

image-classification image-preprocessing jax keras nsfw-classifier tensorflow2

Last synced: 20 Oct 2024

https://github.com/israelg99/deepvoice

Deep Voice: Real-time Neural Text-to-Speech

deep-learning keras machine-learning phonemes voice

Last synced: 06 Nov 2024

https://github.com/tirthajyoti/deep-learning-with-python

Deep learning codes and projects using Python

artificial-intelligence cnn computer-vision convolutional-neural-networks deep-learning generative-adversarial-network google-colab image-classification keras machine-learning neural-networks object-detection recurrent-neural-networks resnet rnn vgg16

Last synced: 14 Nov 2024

https://github.com/mkocabas/pose-residual-network

Code for the Pose Residual Network introduced in 'MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network (ECCV 2018)' paper

deep-learning deep-neural-networks eccv eccv-2018 keras pose-estimation python tensorflow

Last synced: 14 Nov 2024

https://github.com/wagamamaz/tensorlayer-tricks

How to use TensorLayer

computer-vision data-science deep-learning keras lasagne machine-learning natural-language-processing neural-network neural-networks nlp reinforcement-learning tensorboard tensorflow tensorflow-experiments tensorflow-framework tensorflow-library tensorflow-models tensorflow-tutorials tensorlayer tflearn

Last synced: 13 Oct 2024

https://github.com/Nyandwi/ModernConvNets

Revisions and implementations of modern Convolutional Neural Networks architectures in TensorFlow and Keras

cnns computer-vision convnets convolutional-neural-networks deep-learning-algorithms image-classification keras neural-networks tensorflow

Last synced: 13 Nov 2024

https://github.com/adalca/neurite

Neural networks toolbox focused on medical image analysis

brain convolutional-neural-networks keras medical-image-computing medical-imaging python tensorflow

Last synced: 14 Nov 2024

https://github.com/karolzak/keras-unet

Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks

deep-learning deep-neural-networks deeplearning image-segmentation keras keras-tensorflow satellite-imagery segmentation semantic-segmentation u-net unet unet-image-segmentation unet-keras

Last synced: 10 Oct 2024

https://github.com/quantylab/rltrader

파이썬과 케라스를 이용한 딥러닝/강화학습 주식투자 - 퀀트 투자, 알고리즘 트레이딩을 위한 최첨단 해법 입문 (개정판)

deep-learning keras python pytorch reinforcement-learning tensorflow

Last synced: 11 Oct 2024

https://github.com/faustomorales/vit-keras

Keras implementation of ViT (Vision Transformer)

computer-vision keras

Last synced: 14 Oct 2024

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

Keras implementation of class activation mapping

deep-learning deep-learning-visualization keras visualization

Last synced: 14 Nov 2024

https://github.com/microprediction/microprediction

If you can measure it, consider it predicted

fbprophet filterpy hmmlearn kalman-filter keras nowcasting online-algorithms pmdarima time-series timeseries timeseries-analysis timeseries-clustering timeseries-data timeseries-database timeseries-forecasting timeseries-prediction tsfresh tslearn

Last synced: 13 Nov 2024

https://github.com/sherpa-ai/sherpa

Hyperparameter optimization that enables researchers to experiment, visualize, and scale quickly.

bayesian-optimization deep-learning hyperparameter-grid hyperparameter-optimization hyperparameter-search hyperparameter-tuning keras machine-learning machine-learning-library

Last synced: 13 Nov 2024

https://github.com/axelbrando/mixture-density-networks-for-distribution-and-uncertainty-estimation

A generic Mixture Density Networks (MDN) implementation for distribution and uncertainty estimation by using Keras (TensorFlow)

deep-learning deep-neural-networks keras master-thesis mdn mixture mixture-density-model mixture-density-networks neural-network tensorflow tensorflow-experiments uncertainty-estimation

Last synced: 12 Nov 2024

https://github.com/oswaldoludwig/Seq2seq-Chatbot-for-Keras

This repository contains a new generative model of chatbot based on seq2seq modeling.

chatbot conversational-agents deep-learning dialogue dialogue-generation gan generative-adversarial-network glove keras nlp seq2seq

Last synced: 02 Nov 2024

https://github.com/bbuf/keras-semantic-segmentation

Keras-Semantic-Segmentation

enet icnet keras mobilenet segnet

Last synced: 08 Nov 2024

https://github.com/nyandwi/modernconvnets

Revisions and implementations of modern Convolutional Neural Networks architectures in TensorFlow and Keras

cnns computer-vision convnets convolutional-neural-networks deep-learning-algorithms image-classification keras neural-networks tensorflow

Last synced: 11 Nov 2024

https://github.com/yashk2810/image-captioning

Image Captioning using InceptionV3 and beam search

beam-search cnn image-captioning keras lstm tensorflow

Last synced: 14 Nov 2024

https://github.com/kengz/openai_lab

An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.

actor-critic ddpg deep-reinforcement-learning experiment keras openai policy-gradient reinforcement-learning tensorflow

Last synced: 13 Oct 2024

https://github.com/machine-learning-apps/issue-label-bot

Code For The Issue Label Bot, an App that automatically labels issues using machine learning, available on the GitHub Marketplace. This is also code for the blog article: "How to automate tasks on GitHub with machine learning for fun and profit"

bigquery bootstrap data-science deep-learning end-to-end-application flask gcp-cloud gharchive github-api-v3 github-app keras kubernetes machine-learning machine-learning-tutorials nlp production-machine-learning tensorflow

Last synced: 29 Sep 2024

https://github.com/machine-learning-apps/Issue-Label-Bot

Code For The Issue Label Bot, an App that automatically labels issues using machine learning, available on the GitHub Marketplace. This is also code for the blog article: "How to automate tasks on GitHub with machine learning for fun and profit"

bigquery bootstrap data-science deep-learning end-to-end-application flask gcp-cloud gharchive github-api-v3 github-app keras kubernetes machine-learning machine-learning-tutorials nlp production-machine-learning tensorflow

Last synced: 25 Oct 2024

https://github.com/cyberzhg/keras-radam

RAdam implemented in Keras & TensorFlow

adam keras optimizers radam rectified-adam tensorflow

Last synced: 27 Sep 2024

https://github.com/yashk2810/Image-Captioning

Image Captioning using InceptionV3 and beam search

beam-search cnn image-captioning keras lstm tensorflow

Last synced: 07 Aug 2024

https://github.com/CyberZHG/keras-radam

RAdam implemented in Keras & TensorFlow

adam keras optimizers radam rectified-adam tensorflow

Last synced: 05 Nov 2024

https://github.com/yongzhuo/macadam

Macadam是一个以Tensorflow(Keras)和bert4keras为基础，专注于文本分类、序列标注和关系抽取的自然语言处理工具包。支持RANDOM、WORD2VEC、FASTTEXT、BERT、ALBERT、ROBERTA、NEZHA、XLNET、ELECTRA、GPT-2等EMBEDDING嵌入; 支持FineTune、FastText、TextCNN、CharCNN、BiRNN、RCNN、DCNN、CRNN、DeepMoji、SelfAttention、HAN、Capsule等文本分类算法; 支持CRF、Bi-LSTM-CRF、CNN-LSTM、DGCNN、Bi-LSTM-LAN、Lattice-LSTM-Batch、MRC等序列标注算法。

bert embedding keras ner python3 relation-extraction sequence-labeling tensorflow text-classification

Last synced: 13 Nov 2024

https://github.com/xiaochus/MobileNetV2

A Keras implementation of MobileNetV2.

cnn image-classification keras mobilenetv2

Last synced: 31 Oct 2024

https://github.com/neuralmagic/sparsify

ML model optimization product to accelerate inference.

automl computer-vision deep-learning-accelerator image-classification inference-performance keras object-detection onnx pruning pytorch quantization smaller-models sparsification-recipe sparsify tensorflow

Last synced: 08 Nov 2024

https://github.com/stratospark/keras-multiprocess-image-data-generator

Accelerating Deep Learning with Multiprocess Image Augmentation in Keras

deep-learning keras multiprocessing tensorflow

Last synced: 05 Nov 2024

https://github.com/titu1994/keras-classification-models

Collection of Keras models used for classification

deep-learning keras keras-classification-models keras-models residual-networks

Last synced: 09 Nov 2024

https://github.com/sozykin/dlpython_course

Примеры для курса "Программирование глубоких нейронных сетей на Python"

deep-learning deep-learning-tutorial deep-neural-networks keras keras-tensorflow keras-tutorials python tensorflow tensorflow-tutorials

Last synced: 14 Nov 2024

https://github.com/keisen/tf-keras-vis

Neural network visualization toolkit for tf.keras

activation-maximization deep-learning explainability explainable-ai explainable-ml grad-cam gradcam gradcam-plus-plus keras keras-vis keras-visualization python saliency saliency-maps score-cam tensorflow visualization xai xai-library

Last synced: 11 Oct 2024

https://github.com/sayakpaul/probing-vits

Probing the representations of Vision Transformers.

attention explaining-vits image-recognition keras pre-training self-supervision tensorflow transformers vits

Last synced: 31 Oct 2024

https://github.com/mikekeith52/scalecast

The practitioner's forecasting library

auto-ml data-science deep-learning easy-to-use forecasting keras lstm machine-learning mase msis pandas python recurrent-neural-networks scikit-learn scikit-learn-python smape time-series vecm

Last synced: 13 Oct 2024

https://github.com/titu1994/snapshot-ensembles

Snapshot Ensemble in Keras

deep-learning ensemble-model keras paper

Last synced: 09 Nov 2024

https://github.com/nicolov/segmentation_keras

DilatedNet in Keras for image segmentation

caffe deeplearning keras segmentation tensorflow

Last synced: 05 Nov 2024

https://github.com/minimaxir/reactionrnn

Python module + R package to predict the reactions to a given text using a pretrained recurrent neural network.

deep-learning keras r sentiment-analysis tensorflow

Last synced: 14 Nov 2024

https://github.com/evilsocket/ergo

🧠 A tool that makes AI easier.

dataset deep-learning ergo gpu keras machine-learning neural-networks tensorflow training-algorithm

Last synced: 11 Oct 2024

https://github.com/fsx950223/mobilenetv2-yolov3

yolov3 with mobilenetv2 and efficientnet

darknet53 efficientnet keras mobilenetv2 tensorflow tf2 yolov3

Last synced: 14 Nov 2024

https://github.com/titu1994/keras-non-local-nets

Keras implementation of Non-local Neural Networks

convolutional-neural-networks keras neural-network non-local

Last synced: 09 Nov 2024

https://github.com/awslabs/keras-apache-mxnet

[DEPRECATED] Amazon Deep Learning's Keras with Apache MXNet support

apache-mxnet deep-learning keras keras-mxnet keras-neural-networks keras-tutorials mxnet python

Last synced: 07 Aug 2024

https://github.com/1044197988/Semantic-segmentation-of-remote-sensing-images

遥感图像的语义分割，基于深度学习，在Tensorflow框架下，利用TF.Keras，运行环境TF2.0+

crf image-segmentation iou keras loss semantic-segmentation tensorflow unet

Last synced: 13 Nov 2024

https://github.com/Media-Smart/volksdep

volksdep is an open-source toolbox for deploying and accelerating PyTorch, ONNX and TensorFlow models with TensorRT.

acceleration deploy inference jetson-nano jetson-tx2 jetson-xavier keras onnx python pytorch tensorflow tensorrt

Last synced: 14 Nov 2024

https://github.com/boat-group/fancy-nlp

NLP for human. A fast and easy-to-use natural language processing (NLP) toolkit, satisfying your imagination about NLP.

bert bert-chinese bert-classifier bert-embeddings bert-ner bilstm-crf bimpm chinese-nlp crf esim keras named-entity-recognition nlp python-library semantic-similarity tensorflow text-classification tf2

Last synced: 13 Nov 2024

https://github.com/yu4u/mixup-generator

An implementation of "mixup: Beyond Empirical Risk Minimization"

data-augmentation deep-neural-networks generator keras mixup

Last synced: 29 Oct 2024

https://github.com/penny4860/Yolo-digit-detector

Implemented digit detector in natural scene using resnet50 and Yolo-v2. I used SVHN as the training set, and implemented it using tensorflow and keras.

digit-detector keras svhn-dataset yolov2

Last synced: 09 Nov 2024

https://github.com/deephyper/deephyper

DeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks

automl deep-learning hpc hyperparameter-optimization keras machine-learning mpi multi-fidelity neural-architecture-search python pytorch raylib scalability tensorflow uncertainty-quantification

Last synced: 20 Oct 2024

https://github.com/cool-rr/marley

A framework for multi-agent reinforcement learning.

ai hacktoberfest keras machine-learning python q-learning reinforcement-learning tensorflow

Last synced: 13 Nov 2024

https://github.com/cool-RR/marley

A framework for multi-agent reinforcement learning.

ai hacktoberfest keras machine-learning python q-learning reinforcement-learning tensorflow

Last synced: 12 Nov 2024

https://github.com/dvgodoy/deepreplay

Deep Replay - Generate visualizations as in my "Hyper-parameters in Action!" series!

callback deep-learning keras visualization-tools

Last synced: 13 Nov 2024

https://github.com/sisinflab/elliot

Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation

bprmf collaborative-filtering content-based-recommendation deepfm funksvd k-nearest-neighbours k-nn keras knowledge-graph machine-learning matrix-factorization neural-collaborative-filtering nfm recommendations recommender-system slim svdpp tensorflow2 vae

Last synced: 11 Nov 2024

https://github.com/tgjeon/keras-tutorials

Simple tutorials using Keras Framework

deep-learning feedforward-neural-network keras keras-tutorials tensorflow

Last synced: 31 Oct 2024

https://github.com/drscotthawley/panotti

A multi-channel neural network audio classifier using Keras

audio-classification convolutional-neural-networks keras music-tagging neural-network tensorflow

Last synced: 10 Nov 2024

https://github.com/aipredict/ai-deployment

关注AI模型上线、模型部署

deploy keras lightgbm mxnet onnx pmml pyspark pytorch scikit-learn spark-ml tensorflow xgboost

Last synced: 30 Oct 2024

https://github.com/tgjeon/Keras-Tutorials

Simple tutorials using Keras Framework

deep-learning feedforward-neural-network keras keras-tutorials tensorflow

Last synced: 07 Aug 2024

https://github.com/xv44586/ccf_2020_qa_match

ccf 2020 qa match competition top1

bert ccf keras top1

Last synced: 03 Aug 2024

https://github.com/hsankesara/deepresearch

This repository is the collection of research papers in Deep learning, computer vision and NLP.

computer-vision deep-learning keras machine-learning nlp nueral-networks python3 research-paper

Last synced: 27 Oct 2024

https://github.com/datacanvasio/hypernets

A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.

autodl automl enas evolutionary-algorithms hyperparameter-optimization hyperparameter-tuning keras mcts monte-carlo-tree-search nas nasnet neural-architecture-search reinforcement-learning

Last synced: 02 Nov 2024

https://github.com/cvjena/semantic-embeddings

Hierarchy-based Image Embeddings for Semantic Image Retrieval

computer-vision deep-learning image-retrieval keras machine-learning prior-knowledge representation-learning wacv19 wacv2019 wacv2020

Last synced: 05 Nov 2024

https://github.com/yangboz/lotteryprediction

:full_moon_with_face: Lottery prediction besides of following "law of proability","Probability: Independent Events", there are still "Saying "a Tail is due", or "just one more go, my luck is due to change" is called The Gambler's Fallacy" existed.

exploratory-data-analysis keras mine-data predictive-analytics scatter-plot series-analysis tensoflow time-series-analysis

Last synced: 27 Oct 2024

https://github.com/DataCanvasIO/Hypernets

A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.

autodl automl enas evolutionary-algorithms hyperparameter-optimization hyperparameter-tuning keras mcts monte-carlo-tree-search nas nasnet neural-architecture-search reinforcement-learning

Last synced: 09 Nov 2024

https://github.com/ofnote/tsalib

Tensor Shape Annotation Library (numpy, tensorflow, pytorch, ...)

deep-learning keras numpy pytorch tensor-shape tensorflow

Last synced: 09 Aug 2024

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

Google MobileNet implementation with Keras

keras mobilenet tensorflow

Last synced: 31 Oct 2024

https://github.com/30lm32/ml-projects

ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python

ab-testing deep-learning docker gensim geolocation imbalanced-data kdtree keras lstm-neural-networks machine-learning mlflow nlp random-forest spam-classification svm tensorboard tensorflow text-classification timeseries-analysis word2vec