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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/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/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/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/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/luozhouyang/deepse

Sentence Embeddings using Deep Nerual Networks in PRODUCTION!

bert keras sentence-embeddings simcse

Last synced: 14 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/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/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/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/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/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/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/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/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/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/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/amirbar/filterresponsenormalization

Filter Response Normalization Layer in Keras

deeplearning frn keras normalization

Last synced: 15 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/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/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/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/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/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/cyberzhg/keras-targeted-dropout

Targeted dropout implemented in Keras

dropout keras regularization

Last synced: 29 Sep 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/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/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/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/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/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/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/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/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/cyberzhg/keras-conv-vis

Convolution visualization

keras visualization

Last synced: 03 Oct 2024

https://github.com/mainanick/kerasplugins

kerasplugins: Boost Keras 💻

keras machine-learning python tensorflow

Last synced: 14 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/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/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/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/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/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/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/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/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/philipperemy/keras-mode-normalization

Keras Implementation of Mode Normalization (Lucas Deecke, Iain Murray, Hakan Bilen, 2018)

batch-normalization keras tensorflow

Last synced: 24 Oct 2024

https://github.com/paulfitz/segmenty

training convnets to segment visual patterns without annotated data

computer-vision convolutional-neural-networks keras segmentation

Last synced: 27 Oct 2024

https://github.com/djb15/deblurring

Huawei number plate image deblurring competition entry

deeplearning keras machine-learning python tensorflow

Last synced: 28 Oct 2024

https://github.com/adamspannbauer/keras_image_r_python

comparing a keras image classification task done in R and python

computer-vision image-classification keras python r vgg19

Last synced: 11 Oct 2024

https://github.com/jsmolka/tensor-ocr

Optical character recognition using Tensorflow.

keras ocr python tensorflow

Last synced: 05 Nov 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: 03 Aug 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

https://github.com/abhaskumarsinha/keras-implementation-of-transformer-architecture

This repository presents a Python-based implementation of the Transformer architecture on Keras TensorFlow library, as proposed by Vaswani et al. in their 2017 paper "Attention is all you need."

bert bert-model keras machine-translation natural-language-generation natural-language-processing natural-language-understanding nlp nlp-machine-learning nlp-parsing nmt nmt-model tensorflow tensorflow-tutorials tensorflow2 transformer transformer-architecture transformer-models translation

Last synced: 10 Oct 2024

https://github.com/anonym0uswork1221/jaraconverse-transformersbased

This JaraConverse model is a cutting-edge Transformer-based supervised Language Model (LLM) specifically designed for generating Python code snippets.

ai code-generator conversational-ai deep-neural-networks keras keras-nlp large-language-model llm machine-learning optimized python scratch tensoflow transformers transformers-models

Last synced: 10 Oct 2024

https://github.com/jay-johnson/antinex-client

AntiNex python client for training and using pre-trained deep neural networks with JWT authentication

ai ai-security anti-nex artificial-intelligence deep-neural-networks jwt keras python rest-client tensorflow

Last synced: 10 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/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/m-romanenko/rl-quadcopter

Using Reinforcement Learning to teach a quadcopter how to fly

ddpg keras python reinforcement-learning

Last synced: 11 Oct 2024

https://github.com/tushar-ml/darkneuron

This Library will deal with the implementation of Automatic Deep Learning which can reduce the time and Complexity for non-technical users and Specialists in this field to train their own networks with significant accuracies and can perform Image Classification, Object Detection and hybridization of Models.

automation-framework classification-model keras keras-tensorflow object-detection python yolov4

Last synced: 28 Oct 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/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/sayakpaul/reproducibility-in-tf.keras-with-wandb

Contains code for my model reproducibility experiments. Report attached.

keras reproducible-research tensorflow

Last synced: 02 Nov 2024

https://github.com/sondosaabed/tensorflow-keras-bootcamp

Learned how Neural Networks, Multi-Layer Perceptron and Convolutional Neural Networks are used for Image Classification and Segmentation, and trained CNN model on a custom dataset.

bootcamp keras opencv python tensorflow

Last synced: 10 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/giuseppegrieco/keras-tuner-cv

Extension for keras tuner that adds a set of classes to implement cross validation techniques.

cross-validation keras keras-tuner keras-tuner-cross-validation

Last synced: 14 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/qubvel/resnet_152

Pretrained on ImageNet ResNet-152 model in Keras

keras pre-trained pretrained resnet-152

Last synced: 28 Oct 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

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/yoonper/googlenet-inception-v4

GoogLeNet Inception-v4 ( Keras 2.24 )

googlenet inceptionv4 keras tensorflow

Last synced: 29 Oct 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/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

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 Python Learning Resources 18 Distributed Computing Learning Resources 18 Projects 💛💛💛💛💛<a name="Projects" /> 18 NLP Learning Resources 17 MATLAB Learning Resources 16 Learning Resources for ML 16 Swift Learning Resources 16