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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/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/mafda/deep_learning_101

Introduction to the basic notions that involve the concept of Machine Learning and Deep Learning. Linear Regression, Logistic Regression, Artificial Neural Networks, Deep Neural Networks, Convolutional Neural Networks.

artificial-neural-networks cnn-keras conda-environment convolutional-neural-networks deep-learning deep-neural-networks keras linear-regression logistic-regression machine-learning mnist neural-network python tensorflow

Last synced: 16 Nov 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/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/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: 28 Dec 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/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/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/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/tanyachutani/vae-tf2.0

Implementation of Variational Auto-Encoder with TensorFlow 2.0

keras mnist olivetti-dataset tensorflow vae variational-autoencoder

Last synced: 11 Nov 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/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/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/johnolafenwa/deepvision

Official Repository for my book, "Introduction to Deep Computer Vision"

computervision deeplearning keras machine-learning

Last synced: 05 Dec 2024

https://github.com/tatevkaren/deep-learning-for-data-science

Deep Learning Case Studies with Tensorflow and Keras for Beginners-Advanced: ANN, CNN, RNN, Self-Organizing Maps, Boltzmann Machines, Stacked Autoencoders

ann artificial-intelligence artificial-neural-networks data-preprocessing data-science deep-learning ds keras modelling modelling-framework neural-networks numpy pandas python scikit-learn sklearn tensorflow

Last synced: 07 Dec 2024

https://github.com/slyautomation/osrs_yolov3

Yolov3 Object Detection In OSRS using Python code, Detecting Cows - Botting

keras machine-learning mlbot object-detection ocr oldschoolrunescape osrs runescape yolo yolov3

Last synced: 22 Nov 2024

https://github.com/cutupdev/barclays-plc-stock-price-prediction

This is Barclays PLC stock price prediction project using LSTM in Tensorflow Keras.

artificial-intelligence keras lstm-neural-network machine-learning prediction python tensorflow

Last synced: 21 Nov 2024

https://github.com/pvnieo/deep-levi

Automatic colorization using deep neural networks.

automatic-colorization colorization computer-vision deep-learning keras

Last synced: 23 Dec 2024

https://github.com/chakazul/hanet

Hybrid Architecture Network, originally VAE+CPPN+GAN by hardmaru

cppn gan keras tensorflow vae vae-gan

Last synced: 17 Nov 2024

https://github.com/sondosaabed/introduction-to-deep-learning-in-python

Knowledge of how to use deep learning with Keras, the latest version of a cutting-edge library for deep learning in Python.

deep-learning keras python tensorflow

Last synced: 25 Dec 2024

https://github.com/harborzeng/resume_traning

keras机器学习，如何从上次停掉的地方继续训练

blog keras tellyouwhat tensorflow

Last synced: 17 Nov 2024

https://github.com/voinic/u2net-keras

Minimal scripts for testing U-2-Net models in Keras

image-segmentation keras python-image-processing tensorflow u-2-net u2net

Last synced: 24 Nov 2024

https://github.com/sanyam8055/100-days-of-ml

These 100 days will exclusively focus on the state of the art Machine learning and Deep Learning Models and Implementation of Research papers.

100-days-of-ml-code flutter keras python tensorflow

Last synced: 11 Dec 2024

https://github.com/l0sg/shoes_classification

Simple shoes classification with ResNet50 in Keras for Deepest Hackaton Challenge

fine-tuning image-classification keras resnet-50 scikit-learn transfer-learning

Last synced: 21 Nov 2024

https://github.com/syarig/cygo

Cygo is Go AI has feature of like AlphaGo Fan

alphago cython keras mcts python3 ray

Last synced: 28 Nov 2024

https://github.com/janpalasek/resunet-tensorflow

Implements Deep Residual U-Net network.

keras resunet semantic-segmentation tensorflow tensorflow2

Last synced: 23 Dec 2024

https://github.com/devkihyun/neural-style-transfer-tensorflow-keras

Tensorflow(using keras pretrained model) implementation of 'Image Style Transfer Using Convolutional Neural Networks'

deep-neural-networks keras python style-transfer tensorflow

Last synced: 31 Dec 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: 01 Jan 2025

https://github.com/surajv311/facial-exp-recognition

This is a facial expression recognition app built using Tensorflow & OpenCV (Python 🐍). The flask app is trained and can detect expressions like happy, sad, fear, angry, etc.

face-recognition flask keras keras-tensorflow opencv python tensorflow

Last synced: 19 Nov 2024

https://github.com/gokceneraslan/tensorsne

Fast Barnes-Hut t-SNE with Tensorflow integration

barnes-hut-tsne keras python tensorflow tsne tsne-algorithm

Last synced: 18 Nov 2024

https://github.com/touhi99/dl_dialogue_act_classification

DL Lab Project - Given a subset of switchboard corpus, goal is to classify dialogue acts from Speech and Text data. We define a RNN-LSTM model for Text classification and CNN model for speech classification and then ensemble both model to output a stable and higher performance model

classification cnn deep-learning deep-neural-networks dialogue dialogue-act embedding-models keras rnn

Last synced: 17 Nov 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: 12 Nov 2024

https://github.com/alshedivat/adios

ADIOS: Architectures Deep In Output Space

deep-learning keras

Last synced: 24 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/vasu7052/handwritten-letter-recognition

A project for recognizing hand written letters/alphabets using both OpenCV and Deep Learning

deep-learning keras machine-learning neural-network opencv

Last synced: 11 Nov 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/bergos/keras_gaia

Keras Gaia handles datasets and models for Keras in simple projects

keras linkeddata machine-learning rdf tensorflow

Last synced: 06 Dec 2024

https://github.com/weixuanz/flood-warning-system

Flood warning using RNN and clustering on live water level data

bokeh clustering flood keras prediction rnn

Last synced: 12 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/ahamez/progml

Programming Machine Learning book

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

Last synced: 13 Oct 2024

https://github.com/finn-no/keras-conv-sentence-classifier

Keras Implementation of "Convolutional Neural Networks for Sentence Classification"

convolutional-neural-network keras nlp

Last synced: 14 Nov 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/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/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/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: 17 Nov 2024

https://github.com/notai-tech/keras-craft

Extremely easy to use Text Detection module with CRAFT pre-trained model.

craft cv east keras scene-text-detection scene-text-recognition tensorflow text-detection text-recognition

Last synced: 11 Nov 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/mrmimic/machine-learning

Training a computer to do stuff is cool.

keras learning machine nltk python3 tensorflow

Last synced: 19 Nov 2024

https://github.com/mainanick/kerasplugins

kerasplugins: Boost Keras 💻

keras machine-learning python tensorflow

Last synced: 14 Oct 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/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/shubham0204/spam_classification_tf

A TensorFlow Project which detects spam messages and uses this capability in Android apps.

android-application keras python3 spam-classification tensorflow

Last synced: 23 Nov 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/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/cyberzhg/keras-targeted-dropout

Targeted dropout implemented in Keras

dropout keras regularization

Last synced: 29 Sep 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/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/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-conv-vis

Convolution visualization

keras visualization

Last synced: 03 Oct 2024

https://github.com/kazuhito00/single-hand-localization

単一の手の位置推定を行う試験的なモデルです。手のXY座標とクラス分類結果(無し、パー、グー)の出力を行います。

efficientnet hand keras localization mobilenet onnx raspberry-pi tensorflow tensorflow-lite

Last synced: 23 Nov 2024

https://github.com/byte7/adaptive-curriculum-gan-keras

Keras implementation of Adaptive Curriculum GAN

gans generative-adversarial-network keras

Last synced: 15 Oct 2024

https://github.com/roma-glushko/morty

🔬 Lightweight experiment and configuration manager for small ML/DL projects and Kaggling

deep-learning experiment-management experiment-monitor experiment-tracking keras machine-learning pytorch tensorflow

Last synced: 27 Oct 2024

https://github.com/jcrodriguez1989/kerasmodelcreator

ShinyApp: Visually design Keras models for R language

deep-learning designer gui keras model r shiny tensorflow

Last synced: 11 Oct 2024

https://github.com/githubuseraccountamazing/leukoright

A web app that uses a custom-built Keras model to recognize and classify white blood cells from microscopic images. It can distinguish between different types of WBCs and identify artifacts and bursted cells. I created this app as a way to explore image recognition technologies and to learn how to develop Keras models from scratch.

blood-analysis cell-recognition cell-types hematology image-classification keras leukocytes lymphocyte machine-learning microscopy microscopy-images monocyte neutrophil webapp white-blood-cells

Last synced: 19 Nov 2024

https://github.com/rickiepark/keras-ko

Logical fork of keras-io

keras tensorflow

Last synced: 21 Dec 2024

https://github.com/aureliusivan/spotify-recommender-system-with-word2vec

This project is a recommender system for Spotify songs. The system uses the Word2Vec model to find similar songs based on the song's lyrics.

keras mongodb spark word2vec

Last synced: 27 Oct 2024

https://github.com/levperla/time_series_prediction_rnn

📈 Library for time series forecasting with RNN

deep-learning keras lstm rnn time-series

Last synced: 11 Oct 2024

https://github.com/arthurdouillard/keras-squeeze_and_excitation_network

Implementation in Keras of Squeeze and Excitation (https://arxiv.org/abs/1709.01507)

computer-vision deep-learning keras

Last synced: 11 Oct 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" /> 54 Reinforcement Learning Learning Resources 43 Distributed Computing Tools, Libraries, and Frameworks 39 C/C++ Learning Resources 34 Other 💛💛💛💛💛<a name="Other" /> 32 JavaScript Tools, Libraries, and Frameworks 29 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 Projects 💛💛💛💛💛<a name="Projects" /> 20 Computer Vision Tools, Libraries, and Frameworks 20 Swift Tools and Frameworks 20 Python Learning Resources 18 Distributed Computing Learning Resources 18 Examples/Notebooks 17 NLP Learning Resources 17 Swift Learning Resources 16 Computer Vision Learning Resources 16