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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/pydatablog/fastapi-model-deployment

An example for deploying Tensorflow 2 models with Docker and Fast API

docker keras model-deployment rest-api tensorflow-tutorials tensorflow2

Last synced: 19 Oct 2024

https://github.com/offchan42/superkeras

:rocket: A bunch of Keras utilities and paper implementations written under TensorFlow backend

helpers keras permutation python3 tensorflow utilities

Last synced: 29 Oct 2024

https://github.com/ivanbongiorni/maximal

A TensorFlow-compatible Python library that provides models and layers to implement custom Transformer neural networks. Built on TensorFlow 2.

attention-is-all-you-need attention-mechanism deep-learning keras machine-learning natural-language-generation natural-language-processing natural-language-understanding neural-network nlp tensorflow tensorflow2 transformer transformers

Last synced: 23 Oct 2024

https://github.com/sayannath/vit-tf-hub-application

Build and fine-tune your Image Classifier using a Vision Transformer Model from TensorFlow Hub

fine-tuning jax keras tensorflow tf2 tfhub transformers vision-transformer vit

Last synced: 24 Oct 2024

https://github.com/ogvalt/msdnet-keras

Here is my implementation of MSDNet for keras

deep-learning image-classification keras msdnet

Last synced: 14 Oct 2024

https://github.com/bm777/humanface-mask-detector

Build, train and deploy a complete human face mask detector using tensorflow.keras and opencv

dataset detector face keras mask mobilenetv2 tensorflow training

Last synced: 11 Oct 2024

https://github.com/ksdkamesh99/artistic-style-transfer

Artistic Style Transfer - This is the implementation of "A Neural Algorithm of Artistic Style". in Python, Keras

artistic-style-transfer keras python

Last synced: 24 Oct 2024

https://github.com/rajsoni03/neuralplot

Neural Plot is a python library for visualizing Neural Networks. It helps to plot Keras/Tensorflow model with matplotlib backend.

3d deep-neural-networks graph keras library matpolotlib neural-network neuralplot tensorflow visualization

Last synced: 11 Oct 2024

https://github.com/ritvik19/pyradox-generative

State of the Art Neural Networks for Generative Deep Learning

deep-learning gan keras tensorflow

Last synced: 13 Oct 2024

https://github.com/karolzak/images-vector-search

Simple implementation of search for visually similar images using deep learning and vector search. It's based on pretrained ImageNet weights so it doesnt require any additional training

cnn deep-learning deep-neural-networks embedding-models image image-processing images keras keras-tensorflow neural-networks resnet resnet-152 resnet-50 similarity-detection similarity-search transfer-learning vector-search vgg vgg19 visual-search

Last synced: 23 Oct 2024

https://github.com/james77777778/keras-aug

A library that includes pure TF/Keras preprocessing and augmentation layers, providing support for various data types such as images, labels, bounding boxes, segmentation masks, and more.

augmentation keras keras-cv preprocessing tensorflow

Last synced: 13 Oct 2024

https://github.com/tomasplsek/cadet

Machine learning pipeline for detection of X-ray cavities on Chandra images of early-type galaxies and galaxy clusters.

agn-feedback cavities convolutional-neural-networks jax keras segmentation

Last synced: 09 Oct 2024

https://github.com/DanielDaCosta/RNN-Keras

Building a Multi-Label Classifier doesn't seem a difficult task using Keras, but when you are dealing with a highly imbalanced dataset with more than 30 different labels and with multiple losses it can become quite tricky.

keras multi-class-classification multi-label-classifier multiple-losses-rnn rnn

Last synced: 02 Aug 2024

https://github.com/autonomio/kerasplotlib

A visualization library for Keras deep learning

deep-learning keras matplotlib tensorflow visualization

Last synced: 11 Oct 2024

https://github.com/vanditg/person-retrieval-avss-2018

Implementation of our IEEE AVSS 2018 paper "Person Retrieval in Surveillance Video using Height, Color, and Gender".

alexnet-model color-classification deep-learning deep-neural-networks gender-recognition height-estimation keras maskr-cnn person-retrieval surveillance-video tensorflow

Last synced: 05 Nov 2024

https://github.com/RodolfoFerro/DevDayMid2019

Repositorio del taller "Redes Neuronales Convolucionales en Acción" para el Dev Day Mérida 2019.

artificial-intelligence dev-day keras neural-network python

Last synced: 04 Aug 2024

https://github.com/barqawiz/aind2-nlp-translation

Machine translation pipeline. Ready models to translate between languages.

keras nlp tensorflow translation

Last synced: 10 Oct 2024

https://github.com/cyberzhg/keras-position-wise-feed-forward

Feed forward layer implemented in Keras

attention keras layer

Last synced: 30 Sep 2024

https://github.com/sayannath/american-sign-language-detection

American Sign Language Detection is a deep learning end to end project where we can detect American Sign Language.

asl colab-notebook computer-vision java keras mobile mobilenetv2 mobilenetv3 native tensorflowlite tensroflow tfhub tflite tflite-models

Last synced: 24 Oct 2024

https://github.com/lunarwhite/gen-anime-face

Train GAN model ref NTU MLDS. 李宏毅老师的二次元人脸/头像数据集

acg animation deep-learning keras python tensorflow

Last synced: 06 Nov 2024

https://github.com/neka-nat/async-rl-noreward

Keras implementation of Curiosity-driven Exploration by Self-supervised Prediction

a3c deep-reinforcement-learning keras super-mario

Last synced: 14 Oct 2024

https://github.com/sayannath/object-detection-app

An object Detection App using Flutter. I have integrated .tflite files with flutter. I have used the yolo and ssdmobilenet model to use this in the app.

dart flutter keras object-detection ssdmobilenet tensorflow tflite yolo

Last synced: 24 Oct 2024

https://github.com/luozhouyang/deepse

Sentence Embeddings using Deep Nerual Networks in PRODUCTION!

bert keras sentence-embeddings simcse

Last synced: 14 Oct 2024

https://github.com/oke-aditya/neural_encryption_networks

ICADCML 2021 A Novel Approach to Encrypt Data using Deep Neural Networks

cryptography deep-learning keras neural-cryptography

Last synced: 11 Oct 2024

https://github.com/leondgarse/keras_mlp

Keras implementation of mlp-mixer, ResMLP, gmlp. imagenet/imagenet21k weights reloaded.

gmlp keras mlp mlp-mixer resmlp tensorflow tensorflow2 tf tf2

Last synced: 05 Nov 2024

https://github.com/herrfeder/ai_cybersecurity_ids_poc

Winning Contribution of Michael Schwabe and David Lassig to BWI Data Analytics Hackathon 2020 in the Category Cyber Security. Proof of Concept Intrusion Detection using Zeek with selfmade MachineLearning in a nice WebApp.

circleci cloudformation cyber-security dash docker-container intrusion-detection keras kubernetes machine-learning plotly python scikit-learn tensorflow zeek

Last synced: 14 Oct 2024

https://github.com/iamhosseindhv/lstm-classification

Comment toxicity classification using Karas/TensorFlow

classification cnn data data-mining keras lstm machine-learning python rnn tensorflow

Last synced: 24 Oct 2024

https://github.com/sayakpaul/tf.keras-distributed-training

Shows how to use MirroredStrategy to distribute training workloads when using the regular fit and compile paradigm in tf.keras.

gcp keras tensorflow

Last synced: 23 Oct 2024

https://github.com/sayakpaul/xla-benchmark-sd

Provides code to serialize the different models involved in Stable Diffusion as SavedModels and to compile them with XLA.

compilers-for-ml image-generation keras kerascv stable-diffusion tensorflow xla

Last synced: 23 Oct 2024

https://github.com/njmarko/2face-verification

Microservice AI Neural Network Tensorflowjs face (YOLO object) detection Two-factor deep learning (TensorFlow) authentication in Spring, Vue, and Flask with face verification based on logistic regression and cosine similarity in high dimensional vector space.

ai deep-learning face-detection face-verification facelandmarkdetect facenet flask keras linus-torvalds microservices mongodb netflix-eureka postgresql resnet-50 spring-framework tensorflow tensorflowjs vggface vue yolo

Last synced: 11 Oct 2024

https://github.com/nsarang/MnasNet

A TensorFlow 2.0 implementation of MnasNet: Platform-Aware Neural Architecture Search for Mobile.

architecture-search deep-learning imagenet keras mnasnet mobile-development tensorflow tensorflow2

Last synced: 02 Aug 2024

https://github.com/meqdaddev/teachable-machine

A Python package designed to simplify the integration of exported models from Google's Teachable Machine platform into various environments.

classification-algorithm cnn-classification deep-learning deep-neural-networks image-classification image-processing keras machine-learning opencv opencv-python python

Last synced: 28 Oct 2024

https://github.com/chenanton/ai-rubiks-cube-solver

A program which generates a sequence of cube rotations learned from a deep neural network, solving a scrambled Rubik's Cube.

data-generator keras machine-learning matplotlib-pyplot neural-network python rubiks-cube rubiks-cube-solver tensorflow2

Last synced: 14 Oct 2024

https://github.com/burhanuday/ml-dl-algorithms

Repository containing notes, cheatsheets, datasets and usage of different ML and DL algorithms and libraries. These files can be used as base templates for your next project

deep-learning deeplearning keras machine-learning machinelearning neural-networks scikit-learn

Last synced: 29 Oct 2024

https://github.com/triagemd/model-converters

A tool for converting Keras models for use with Tensorflow

keras machine-learning tensorflow

Last synced: 25 Oct 2024

https://github.com/amirbar/filterresponsenormalization

Filter Response Normalization Layer in Keras

deeplearning frn keras normalization

Last synced: 15 Oct 2024

https://github.com/imdeepmind/generatingtextwithlstm

The aim of this project is to generate text using LSTM Recurrent Neural Networks. LSTM Recurrent Neural Networks are powerful Deep Learning models that are used for learning sequenced data. Here a LSTM model is trained on 200 million samples, and the idea is that after training on 200 million samples, it should be able to generate text.

deep-learning keras lstm-model machine-learning python recurrent-neural-networks text-generation

Last synced: 11 Oct 2024

https://github.com/prmelehan/swifty-ml

Converts Keras models to Core ML models for use on iOS

converter coremltools keras ml python3 swift-3

Last synced: 12 Oct 2024

https://github.com/elena20ruiz/easycam

📸 Share your DSLR camera images easily built in LauzHack'19

camera dslr flask keras react-native xiaomi-yi yi-action-camera

Last synced: 26 Oct 2024

https://github.com/veb-101/keras-vision

Porting vision models to Keras 3 for easily accessibility. Contains MobileViT v1, MobileViT v2

cnn computer-vision deep-learning jax keras keras3 mobilevit mobilevitv1 mobilevitv2 pytorch self-attention tensorflow transformers

Last synced: 14 Oct 2024

https://github.com/defasium/expertglasses

Expert eyeglasses recommendation system with Generative Adversarial Networks written in Python, 2020.

expert expert-eyeglasses-recommendation eyeglasses gan keras performance-benchmarks recommender-system resolution-gan

Last synced: 31 Oct 2024

https://github.com/kautukkundan/mlcc-keras-notes

Keras - well documented codes for MLCC session on 19th November, 2018 at CSIR-NISCAIR - New Delhi

computer-vision convolutional-neural-networks deep-learning keras neural-networks

Last synced: 15 Oct 2024

https://github.com/timesler/framework-agnostic-deep-learning

Common code for building neural networks with a hybrid of Pytorch and Tensorflow eager execution

deep-learning keras neural-network neural-networks pytorch tensorflow

Last synced: 15 Oct 2024

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

A Keras layer that acts as multiplexer for Dense layers (Tensorflow backend only)

deep-learning keras keras-layer layer python

Last synced: 24 Oct 2024

https://github.com/jeffersonlicet/santander-questions-classification

🥈 Second Place Solution - Public Leaderboard Top 3 - 0.86639 | Clasificación de preguntas de clientes | Escuela de Ciencias Informáticas 2020. Universidad de Buenos Aires y Banco Santander.

fastext keras machine-learning nlp tensorflow word2vec

Last synced: 15 Oct 2024

https://github.com/mainanick/kerasplugins

kerasplugins: Boost Keras 💻

keras machine-learning python tensorflow

Last synced: 14 Oct 2024

https://github.com/AlexPasqua/keras-caffe-converter

Keras - Caffe converter (both directions) with pruning demos in Keras. Originally developed as BSc thesis project @ University of Verona

caffe caffe-keras-converter keras keras-caffe-converter neural-networks nns-converter tensorflow

Last synced: 03 Aug 2024

https://github.com/danielegrattarola/ccm-aae

Adversarial Autoencoders with Constant-Curvature Latent Manifolds (2018, https://arxiv.org/abs/1812.04314)

deep-learning keras non-euclidean-geometry python

Last synced: 24 Oct 2024

https://github.com/msrks/keras_num_pred

kerasで手書き文字認識アプリ https://msrks-numpred.herokuapp.com

d3js deep-learning flask keras tensorflow

Last synced: 27 Oct 2024

https://github.com/ahamez/progml

Programming Machine Learning book

cplusplus elixir elixir-explorer elixir-nx keras machine-learning python

Last synced: 13 Oct 2024

https://github.com/cyberzhg/keras-conv-vis

Convolution visualization

keras visualization

Last synced: 03 Oct 2024

https://github.com/phylliade/vinci

A generic, easy to use, and keras-compatible deep RL framework

ddpg deep-reinforcement-learning keras openai-gym tensorflow visualization

Last synced: 06 Nov 2024

https://github.com/xunzhuo/lstm-music

👉趣味小项目：通过LSTM 基于Keras做古典音乐🎵

deep-learning deep-neural-networks keras lstm lstm-neural-networks

Last synced: 13 Oct 2024

https://github.com/garethjns/reinforcement-learning-keras

Reinforcement learning algorithms implemented in Keras (tensorflow==2.3) and sklearn

dqn keras policy-gradient q-learning reinforcement-learning tensorflow2

Last synced: 13 Oct 2024

https://github.com/deadly-panda/clinicapp

Django web application to help a medical clinic manage their appointments and assits doctors in their diagnosisis

django keras python scikit-learn

Last synced: 29 Oct 2024

https://github.com/sadmansakib93/federated-learning-keras

Sample Keras implementation of the Federated Learning (FL) for experimental research simulations.

deep-federated-learning deep-learning distributed-computing federated federated-learning federation keras python3 tensorflow-examples

Last synced: 10 Oct 2024

https://github.com/ipazc/deepevolution

Deepevolution is a PIP package for evolving tensorflow keras models with a genetic algorithm towards fitting a fitness function.

algorithm evolution evolve genetic keras loss network neural package pip tensorflow training

Last synced: 14 Oct 2024

https://github.com/juancastillo0/neural_graph

Generate neural network code from a graphical user interface.

code-generator dart dartlang keras python tensorflow

Last synced: 19 Oct 2024

https://github.com/paramaggarwal/deeplearning-quickstart

A quick-start into deep learning, classifying top-wear/bottom-wear from the Myntra catalog.

deep-learning image-classification keras neural-networks quickstart

Last synced: 27 Oct 2024

https://github.com/alshedivat/adios

ADIOS: Architectures Deep In Output Space

deep-learning keras

Last synced: 24 Oct 2024

https://github.com/ammarasmro/chatbot-sentiment-analyzer

A sentence by sentence sentiment analyzer ready to use by chatbots

chatbot keras lstm rnn sentiment sentiment-analysis twitter

Last synced: 23 Oct 2024

https://github.com/cyberzhg/keras-targeted-dropout

Targeted dropout implemented in Keras

dropout keras regularization

Last synced: 29 Sep 2024

https://github.com/anmol-singh-jaggi/jukebot

:musical_score: :musical_keyboard: Generating artificial music using Recurrent Neural Networks

keras machine-learning midi music music-composition neural-network rnn

Last synced: 15 Oct 2024

https://github.com/adamvvu/snapshot_ensemble

Train TensorFlow Keras models with cosine annealing and save an ensemble of models with no additional computational expense.

data-science deep-learning keras machine-learning python tensorflow

Last synced: 13 Oct 2024

https://github.com/gaborvecsei/neural-network-dreams

Learning an abstract representation of the word which is called the dream

deep-learning gru keras lstm machine-learning rnn vae

Last synced: 11 Oct 2024

https://github.com/maximellerbach/car-dcgan-keras

my implementation of DCGAN with keras, trained on car dataset

dcgan gan generative-adversarial-network keras

Last synced: 22 Oct 2024

https://github.com/tonandr/face_vijnana_yolov3

Face detection keras model based on yolov3.

face-detection keras yolov3

Last synced: 14 Oct 2024

https://github.com/tonandr/ymc

Yaw misalignment calibrator of wind turbine using RNN and Kalman filter

kalman-filter keras recurrent-neural-network seq2seq-model wind-turbine yaw-misalignment-calibration

Last synced: 14 Oct 2024

https://github.com/sondosaabed/datacamp-image-processing-track

This track covers the fundamentals, from image pre-processing to deep learning. Began with image enhancement, restoration, biomedical images to convolutional neural nets, build powerful deep learning image classifiers.

biomedical-image-processing image-analysis image-processing keras matplotlib python scipy

Last synced: 06 Nov 2024

https://github.com/micah5/death-grips-lyrics-generator

rnn that generates ride lyrics

keras rnn tensorflow-js

Last synced: 06 Nov 2024

https://github.com/unit8co/amld-workshop-pneumonia

Workshop about detecting pneumonia in X-Ray images

amld2019 cnn keras notebook transfer-learning

Last synced: 05 Nov 2024

Keras Awesome Lists
CV-pretrained-model 103 awesome-tensorlayer 51 Awesome-Tensorflow2 105 awesome-keras 46 TensorFlow-Guide 819
Keras Categories
Model 💛💛💛💛💛<a name="Model" /> 52 Reinforcement Learning Learning Resources 43 Distributed Computing Tools, Libraries, and Frameworks 40 C/C++ Learning Resources 34 Other 💛💛💛💛💛<a name="Other" /> 32 JavaScript Tools, Libraries, and Frameworks 30 NLP Tools, Libraries, and Frameworks 25 C/C++ Tools and Frameworks 25 Model Deployment library 24 R Tools, Libraries, and Frameworks 21 Python Frameworks and Tools 21 Swift Tools and Frameworks 20 Computer Vision Tools, Libraries, and Frameworks 20 Projects 💛💛💛💛💛<a name="Projects" /> 18 Distributed Computing Learning Resources 18 Python Learning Resources 18 NLP Learning Resources 17 Examples/Notebooks 16 Scala Learning Resources 16 MATLAB Learning Resources 16