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An open API service indexing awesome lists of open source software.

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/AiAiHealthcare/ProjectAiAi

AiAi.care project is teaching computers to "see" chest X-rays and interpret them how a human Radiologist would. We are using 700,000 Chest X-Rays + Deep Learning to build an FDA ๐Ÿ’Š approved, open-source screening tool for Tuberculosis and Lung Cancer. After an MRMC clinical trial, AiAi CAD will be distributed for free to emerging nations, charitable hospitals, and organizations like WHO ๐ŸŒ We will also release our pretrained models and weights as Medical Imagenet.

charity convolutional-neural-networks ct-scans cxr-lungs deep-learning dicom fda keras lung-cancer lung-cancer-detection postero-anterior pytorch radiologist radiology scikit-image teleradiology tensorflow tuberculosis x-ray

Last synced: 20 Nov 2024

https://github.com/solidglue/deep_learning_tensorflow2_examples

ๆทฑๅบฆๅญฆไน TensorFlow2ๅ…ฅ้—จๆŒ‡ๅ—ใ€‚Deep Learning TensorFlow2 API and Examples with Python3 and Jupyter Notebook.

jupyter-notebook keras tensorflow-api tensorflow-examples tensorflow2

Last synced: 02 May 2025

https://github.com/jfsantos/keras-tutorial

Tutorial teaching the basics of Keras and some deep learning concepts

deep-learning keras tutorial

Last synced: 30 Apr 2025

https://github.com/ugis22/analysing_twitter

Stream Tweets and store them in a relational DB. Perform sentiment analysis and network interaction.

avenger keras network-graph postgresql-database python sentiment-analysis tweepy tweets

Last synced: 08 May 2025

https://github.com/mdietrichstein/yolo-tiny-v1-mobile

Yolo for Android and iOS - Mobile Deep Learning Object Detection in Realtime written in Kotlin and Swift

android computer-vision deep-learning deep-neural-networks ios keras keras-tensorflow mobile tensorflow

Last synced: 10 Apr 2025

https://github.com/ashishpatel26/vision-transformer-keras-tensorflow-pytorch-examples

Tensorflow implementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformer

example keras pytorch tensorflow tensorflow2 vision-transformer

Last synced: 14 May 2025

https://github.com/sayakpaul/convnext-tf

Includes PyTorch -> Keras model porting code for ConvNeXt family of models with fine-tuning and inference notebooks.

computer-vision convolutional-neural-networks efficient-models imagenet-1k imagenet-21k keras tensorflow

Last synced: 16 Apr 2025

https://github.com/Shathe/MNasNet-Keras-Tensorflow

A Tensorflow Keras implementation (Graph and eager execution) of Mnasnet: MnasNet: Platform-Aware Neural Architecture Search for Mobile.

architecture-search deep-learning eager-execution keras mnasnet tensorflow

Last synced: 29 Mar 2025

https://github.com/metal3d/keras-video-generators

Keras generators to generate sequences from videos as input

keras keras-generators machine-learning machinelearning python3 tensorflow

Last synced: 09 Apr 2025

https://github.com/katanaml/katana-assistant

Text based assistant powered by Machine Learning and NLP

javascript jupyter-notebook keras machine-learning neural-network python tensorflow

Last synced: 04 May 2025

https://github.com/xifengguo/capsnet-fashion-mnist

Capsule Network on Fashion MNIST dataset

capsnet capsnet-keras fashion-mnist keras tensorflow

Last synced: 06 May 2025

https://github.com/titu1994/batchrenormalization

Batch Renormalization algorithm implementation in Keras

batch-renormalization deep-learning keras keras-layer

Last synced: 17 Mar 2025

https://github.com/mzaradzki/factorization-machine-for-prediction

Factorization Machine for regression and classification

keras machine-learning python pytorch theano

Last synced: 01 Dec 2024

https://github.com/alireza-akhavan/rnn-notebooks

RNN(SimpleRNN, LSTM, GRU) Tensorflow2.0 & Keras Notebooks (Workshop materials)

deep-learning gru jupyter-notebook keras lstm rnn tensorflow2

Last synced: 05 Dec 2024

https://github.com/juliuskunze/speechless

Speech-to-text based on wav2letter built for transfer learning

keras python3 speech-recognition tensorflow

Last synced: 17 Mar 2025

https://github.com/xv44586/toolkit4nlp

transformers implement (architecture, task example, serving and more)

bert keras nlp

Last synced: 19 Dec 2024

https://github.com/tuvovan/vision_transformer_keras

Keras Implementation of Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)

computer-vision image-recognition keras tensorflow transformer vision

Last synced: 15 May 2025

https://github.com/florentf9/desom

:globe_with_meridians: Deep Embedded Self-Organizing Map: Joint Representation Learning and Self-Organization

autoencoder clustering deep-learning keras kohonen-map representation-learning self-organizing-map som visualization

Last synced: 10 Apr 2025

https://github.com/yusugomori/deeplearning-keras-tf2-torch

่ฉณ่งฃใƒ‡ใ‚ฃใƒผใƒ—ใƒฉใƒผใƒ‹ใƒณใ‚ฐ ็ฌฌ2็‰ˆ

deep-learning keras pytorch tensorflow2

Last synced: 11 Apr 2025

https://github.com/deeplearningturkiye/kelime_kok_ayirici

Derin ร–ฤŸrenme Tabanlฤฑ - seq2seq - Tรผrkรงe iรงin kelime kรถkรผ bulma web uygulamasฤฑ - Turkish Stemmer (tr_stemmer)

flask keras nlp python stemmer

Last synced: 30 Apr 2025

https://github.com/xiaohan2012/sdne-keras

Keras implementation of Structural Deep Network Embedding, KDD 2016

autoencoder keras link-prediction network-embedding visualization

Last synced: 02 Apr 2025

https://github.com/cedrickchee/data-science-notebooks

Data science Python notebooksโ€”a collection of Jupyter notebooks on machine learning, deep learning, statistical inference, data analysis and visualization.

data-science deep-learning fastai kaggle keras machine-learning notebooks numpy pandas python pytorch tensorflow

Last synced: 07 May 2025

https://github.com/lining0806/machinelearningalgorithm

ไธ€ไบ›ๅธธ็”จ็š„ๆœบๅ™จๅญฆไน ็ฎ—ๆณ•ๅฎž็Žฐ

apriori desiciontree keras logisticregression naivebayes regression sklearn tensorflow viterbi

Last synced: 09 Feb 2025

https://github.com/madrugado/attention-based-aspect-extraction

Code for unsupervised aspect extraction, using Keras and its Backends

aspect-extraction deep-learning keras topic-modeling unsupervised-learning

Last synced: 22 Apr 2025

https://github.com/titu1994/keras-sru

Implementation of Simple Recurrent Unit in Keras

keras recurrent-neural-networks sru

Last synced: 22 Mar 2025

https://github.com/sayakpaul/simclr-in-tensorflow-2

(Minimally) implements SimCLR (https://arxiv.org/abs/2002.05709) in TensorFlow 2.

constrastive-learning deep-learning keras self-supervised-learning tensorflow unsupervised-learning

Last synced: 30 Apr 2025

https://github.com/MarsTechHAN/keras2ncnn

A keras h5df to ncnn model converter

deep-learning keras model-converter ncnn python python3 tensorflow

Last synced: 20 Mar 2025

https://github.com/marstechhan/keras2ncnn

A keras h5df to ncnn model converter

deep-learning keras model-converter ncnn python python3 tensorflow

Last synced: 29 Apr 2025

https://github.com/philipperemy/stock-volatility-google-trends

Deep Learning Stock Volatility with Google Domestic Trends: https://arxiv.org/pdf/1512.04916.pdf

google-trends keras keras-neural-networks keras-tensorflow tensorflow tensorflow-examples tensorflow-experiments

Last synced: 10 Apr 2025

https://github.com/sayakpaul/dreambooth-keras

Implementation of DreamBooth in KerasCV and TensorFlow.

computer-vision dreambooth generative-ai keras keras-cv stable-diffusion tensorflow

Last synced: 19 Apr 2025

https://github.com/datarootsio/tutorial-face-mask-detection

In this project, we develop a pipeline to detect unmasked faces in images. This can, for example, be used to alert people that do not wear a mask when entering a building.

classification computer-vision deep-learning face-mask-detection face-mask-detector facemaskdetection keras opencv python-3 tensorflow tutorial vggface2

Last synced: 11 Apr 2025

https://github.com/1297rohit/rcnn

Step-By-Step Implementation of R-CNN from scratch in python

implementation jupyter-notebook keras python rcnn rcnnimplementation tensorflow

Last synced: 17 Dec 2024

https://github.com/rickiepark/do-it-dl

<Do it! ๋”ฅ๋Ÿฌ๋‹ ์ž…๋ฌธ> ๋„์„œ์˜ ์ฃผํ”ผํ„ฐ ๋…ธํŠธ๋ถ

deep-learning keras machie-learning neural-networks python scikit-learn tensorflow

Last synced: 10 Apr 2025

https://github.com/graykode/modelsummary

All Model summary in PyTorch similar to `model.summary()` in Keras

keras python pytorch summary

Last synced: 20 Dec 2024

https://github.com/sayakpaul/funmatch-distillation

TF2 implementation of knowledge distillation using the "function matching" hypothesis from https://arxiv.org/abs/2106.05237.

bit-resnet image-classification keras knowledge-distillation tensorflow tpu transfer-learning vision

Last synced: 30 Apr 2025

https://github.com/ayulockin/swav-tf

TensorFlow implementation of "Unsupervised Learning of Visual Features by Contrasting Cluster Assignments".

augmentation contrastive-learning keras representation-learning self-supervised-learning tensorflow tensorflow2

Last synced: 28 Apr 2025

https://github.com/plasmacontrol/keras2c

A simple library to deploy Keras neural networks in pure C for realtime applications

c control-systems convert-keras convert-tensorflow cpp keras keras-to-c machine-learning neural-network real-time tensorflow

Last synced: 06 Apr 2025

https://github.com/comet-ml/issue-tracking

Questions, Help, and Issues for Comet ML

comet-ml keras machine-learning pytorch scikit-learn tenserflow

Last synced: 09 Apr 2025

https://github.com/legacyai/tf-transformers

State of the art faster Transformer with Tensorflow 2.0 ( NLP, Computer Vision, Audio ).

bert gpt2 keras language-model natural-language-processing nlp nlp-library tensorflow tensorflow2 text-classification text-generation transformer

Last synced: 13 Apr 2025

https://github.com/neptune-ai/examples

๐Ÿ“ Examples of how to use Neptune for different use cases and with various MLOps tools

compare dashboard experiment fastai jupyter keras metadata ml mlops optuna pandas pipelines pytorch sklearn store tensorflow tracker tracking visualization xgboost

Last synced: 05 Apr 2025

https://github.com/arnaldog12/deep-learning

Study and implementation about deep learning models, architectures, applications and frameworks

deep-learning deep-learning-algorithms keras tensorboard tensorflow tflearn

Last synced: 15 Apr 2025

https://github.com/xiaomaxiao/PSENET

keras implementation of PSENET

keras ocr

Last synced: 27 Apr 2025

https://github.com/imdeepmind/neuralpy

NeuralPy: A Keras like deep learning library works on top of PyTorch

data-science deep-learning keras library machine-learning neural-network neuralpy neuralpy-torch python pytorch

Last synced: 15 Dec 2024

https://github.com/ZainNasrullah/music-artist-classification-crnn

Supplementary material for IJCNN paper "Musical Artist Classification with Convolutoinal Recurrent Neural Networks"

artist-classification deep-learning keras mir music tensorflow

Last synced: 22 Nov 2024

https://github.com/leondgarse/keras_efficientnet_v2

self defined efficientnetV2 according to official version. Including converted ImageNet/21K/21k-ft1k weights.

efficientnetv2 keras progressive-train tensorflow tensorflow2 tf tf2

Last synced: 17 Mar 2025

https://github.com/ksdkamesh99/tensorgram

A real-time remote service to get the tensorflow callbacks to the telegram including the details of metrics-->pip install tensorgram

keras telegram-bot tensorflow tensorgram

Last synced: 13 Apr 2025

https://github.com/zainnasrullah/music-artist-classification-crnn

Supplementary material for IJCNN paper "Musical Artist Classification with Convolutoinal Recurrent Neural Networks"

artist-classification deep-learning keras mir music tensorflow

Last synced: 12 Apr 2025

https://github.com/jay-johnson/deploy-to-kubernetes

Deploy a distributed AI stack to a multi-host or single-host Kubernetes cluster on CentOS 7 and also works on AWS - and comes with: cert-manager + redis-cluster + rook-ceph for persistent storage + minio s3 object store + splunk + optional external dns server + affinity examples - validated with K8 version 1.13.4 :hammer: :wrench: :cloud:

ai artificial-intelligence celery centos7 ceph cert-manager django-rest-framework dns-server docker helm jupyter keras kubernetes kubernetes-cluster kubernetes-examples lets-encrypt minio python super-stack tensorflow

Last synced: 14 Apr 2025

https://github.com/yandexdataschool/mlatimperial2017

Materials for the course of machine learning at Imperial College organized by Yandex SDA

deep-learning imperial-college keras lectures machine-learning practice scikit-learn sklearn theano yandex

Last synced: 10 Apr 2025

https://github.com/arig23498/mae-scalable-vision-learners

A TensorFlow 2.x implementation of Masked Autoencoders Are Scalable Vision Learners

autoencoder keras masked-image-modeling self-supervised-learning tensorflow2

Last synced: 30 Apr 2025

https://github.com/scheckmedia/keras-shufflenet

ShuffleNet Implementation using Keras Functional Framework 2.0

deep-learning keras machine-learning neural-network python2 python3 research tensorflow

Last synced: 29 Mar 2025

https://github.com/Tixierae/graph_2D_CNN

Code and data for the paper 'Classifying Graphs as Images with Convolutional Neural Networks' (new title: 'Graph Classification with 2D Convolutional Neural Networks')

2d-cnn artificial-intelligence classification convolutional-neural-networks deep-learning embeddings graph-2d-cnn graph-kernels graph-theory keras neural-networks representation-learning tensorflow

Last synced: 20 Mar 2025

https://github.com/meituan-dianping/vision-ml

A R-CNN machine learning model for handling Pop-up window in mobile Apps.

keras mobile-testing popup-window r-cnn vision

Last synced: 12 Apr 2025

https://github.com/zake7749/CIKM-AnalytiCup-2018

[ACM-CIKM] 2nd place solution at CIKM AnalytiCup 2018, a task for determining short text similarities.

cikm keras natural-language-processing natural-language-understanding semantic-matching semantic-similarity text-similarity

Last synced: 27 Nov 2024

https://github.com/kashif/tf-keras-tutorial

tf.keras + tf.data with Eager Execution

deep-learning keras tensorflow tensorflow-tutorials

Last synced: 02 May 2025

https://github.com/tongjilibo/torch4keras

bert4torchๅบ•ๅฑ‚่ฎญ็ปƒๆก†ๆžถ๏ผŒ็”จkeras้ฃŽๆ ผๅ†™torchไปฃ็ 

keras torch

Last synced: 05 Apr 2025

https://github.com/chriscummins/paper-end2end-dl

๐Ÿ“ "End-to-end Deep Learning of Optimization Heuristics" (๐Ÿฅ‡ PACT'17 Best Paper)

academic-publication autotuning compiler-optimizations deep-learning keras machine-learning neural-network paper publication tensorflow

Last synced: 30 Apr 2025

https://github.com/aryan-jadon/Regression-Loss-Functions-in-Time-Series-Forecasting-Tensorflow

This repository contains the implementation of paper Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecasting with different loss functions in Tensorflow. We have compared 14 regression loss functions performance on 4 different datasets.

deep-learning forecasting keras loss-functions machine-learning python tensorflow time-series time-series-forecasting transformers

Last synced: 01 Apr 2025

https://github.com/carlomazzaferro/kryptoflow

Real-time analysis of bitcoin markets with Kafka and Tensorflow Serving

bitcoin kafka keras machine-learning tensorflow-serving time-series

Last synced: 26 Mar 2025

https://github.com/hourout/ctr-keras

Tensorflow2.x implementations of CTR๏ผˆLRใ€FMใ€FFM)

ctr ffm fm keras lr

Last synced: 04 Apr 2025

https://github.com/parap1uie-s/keras-rfcn

RFCN implement based on Keras&Tensorflow

keras rfcn rfcn-resnet tensorflow

Last synced: 14 Apr 2025

https://github.com/heethesh/computer-vision-and-deep-learning-setup

Tutorial on how to setup your system with a NVIDIA GPU and to install Deep Learning Frameworks like TensorFlow, Darknet for YOLO, Theano, and Keras; OpenCV; and NVIDIA drivers, CUDA, and cuDNN libraries on Ubuntu 16.04, 17.10 and 18.04.

cuda cudnn gpu install keras nvidia opencv python tensorflow ubuntu ubuntu1710

Last synced: 19 Apr 2025

https://github.com/Hourout/CTR-keras

Tensorflow2.x implementations of CTR๏ผˆLRใ€FMใ€FFM)

ctr ffm fm keras lr

Last synced: 04 May 2025

https://github.com/rickiepark/deep-learning-with-python-2nd

<์ผ€๋ผ์Šค ์ฐฝ์‹œ์ž์—๊ฒŒ ๋ฐฐ์šฐ๋Š” ๋”ฅ๋Ÿฌ๋‹ 2ํŒ> ๋„์„œ์˜ ์ฝ”๋“œ ์ €์žฅ์†Œ

cnn deep-learning gan image-augmentation image-classification image-segmentation image-style-transfer keras keras-tuner machine-translation mixed-precision multi-gpu neural-network rnn tensorflow text-classification text-generation time-series tpu transformer

Last synced: 10 Apr 2025

https://github.com/jay-johnson/train-ai-with-django-swagger-jwt

Train AI (Keras + Tensorflow) to defend apps with Django REST Framework + Celery + Swagger + JWT - deploys to Kubernetes and OpenShift Container Platform

ai ai-security anti-nex celery celery-tasks deep-neural-networks django-rest-framework drf jwt keras machine-learning machine-learning-security network-analysis network-security openshift rest-api swagger tensorflow

Last synced: 14 Apr 2025

https://github.com/rodrigobressan/entity_embeddings_categorical

Discover relevant information about categorical data with entity embeddings using Neural Networks (powered by Keras)

categorical-data embeddings entity-embedding keras machine-learning neural-networks pre-processing utility-library

Last synced: 13 Apr 2025

https://github.com/Tony607/keras-image-ocr

How to train a Keras model to recognize variable length text | DLology

deep-learning keras ocr

Last synced: 26 Apr 2025

https://github.com/pierluigiferrari/caffe_weight_converter

Caffe-to-Keras weight converter. Can also export weights as Numpy arrays for further processing.

caffe caffemodel conversion converter keras

Last synced: 13 May 2025

https://github.com/bendangnuksung/fortnite-pubg

๐ŸŽฎ Converting Fortnite texture to PUBG texture using CycleGAN

cyclegan fortnite gan keras pubg

Last synced: 28 Apr 2025

Keras Awesome Lists
CV-pretrained-model 103 awesome-tensorlayer 51 Awesome-Tensorflow2 105 awesome-keras 46 TensorFlow-Guide 819
Keras Categories
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