Ecosyste.ms: Awesome
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.
- GitHub: https://github.com/topics/keras
- Wikipedia: https://en.wikipedia.org/wiki/Keras
- Repo: https://github.com/keras-team
- Created by: Franรงois Chollet
- Released: March 27, 2015
- Related Topics: api, data-science, deep-learning, machine-learning, neural-network, python, tensorflow,
- Last updated: 2025-01-09 00:19:35 UTC
- JSON Representation
https://github.com/alankrantas/tensorflow-cuda-gpu-devcontainer
Tensorflow CUDA DevContainer Configuration for Supporting NVIDIA GPU
cuda cudnn deep-learning devcontainer gpu-acceleration keras machine-learning nvidia nvidia-gpu tensorflow
Last synced: 11 Nov 2024
https://github.com/petarv-/deep-lossy-fun
Accompanying demos for my TCES talk on loss function engineering
adversarial-inputs deep-neural-networks deepdream image-processing keras loss-functions neural-style vgg16
Last synced: 09 Nov 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: 28 Dec 2024
https://github.com/sshh12/OverwatchML
Overwatch + AI
ai keras machine-learning overwatch
Last synced: 01 Nov 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/siddhant-k-code/covid-19-rapid-tester
covid19 detector using Chest xRay
accuracy coronavirus covid-19 detection detector glob hack jupyter jupyter-notebook keras machine-learning matplotlib matplotlib-pyplot matplotlib-python numpy pandas python tensorflow xray
Last synced: 08 Jan 2025
https://github.com/sr1jan/autoattendanceapp
A face recognition based attendance system for college
android-application face-recognition facenet gcp-cloud-functions javascript keras mtcnn-face-detection react-native
Last synced: 11 Nov 2024
https://github.com/shashiben/flutter-face-mask-detection
A flutter app to check whether person wear a mask or not
facemask facemask-detection flutter-apps imagepicker imageprocess keras tensorflow tensorflow-examples tflite tflite-models
Last synced: 07 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/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/toelt-llc/talk-eth-zurich-gdsc-workshops-2022
Repository for seminars held at the ETH Zรผrich for the GDSC club.
deep-learning keras teaching tensorflow
Last synced: 07 Nov 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/jay-johnson/antinex-datasets
Datasets for training deep neural networks to defend software applications
ai ai-security anti-nex deep-neural-networks deeplearning django flask keras keras-neural-networks machine-learning machine-learning-security network-security open-data react react-redux rest-api spring tensorflow tensorflow-models vue
Last synced: 01 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/tawabshakeel/datacamp-projects
Data Camp Python Projects
data-science keras machine-learning matplotlib nlp numpy pandas python scipy seaborn sklearn
Last synced: 13 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: 13 Nov 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/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/amirbar/filterresponsenormalization
Filter Response Normalization Layer in Keras
deeplearning frn keras normalization
Last synced: 15 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/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/spidy20/image_classifier_flask
Image Classifier website with Deep Learning using Flask
flask-application image-classification image-classification-website image-processing image-recognition keras keras-models resnet-50
Last synced: 15 Nov 2024
https://github.com/hyunjoonbok/R-projects
Portfolio in R
anomaly-detection data data-analysis data-science data-visualization database deep-learning h2o keras lightgbm marketbasketanalysis regression-models tensorflow time-series xgboost
Last synced: 04 Dec 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/iamdsc/humor_detection
Natural Language Processing Project - CS622
humor-detection jupyter-notebook keras matplotlib natural-language-processing pandas python sklearn
Last synced: 17 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/zyayoung/wechat_dljump
ๅพฎไฟก่ทณไธ่ทณ่พ ๅฉ
convolutional-neural-networks deep-learning keras python tensorflow
Last synced: 20 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/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/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/thedevstone/telegram-makeup-bot
Telegram bot for hair and lips makeup
dlib docker face-parsing face-recognition heroku images keras machine-learning makeup opencv segmentation-models semantic-segmentation telegram telegram-bot tensorflow2
Last synced: 22 Nov 2024
https://github.com/harborzeng/resume_traning
kerasๆบๅจๅญฆไน ๏ผๅฆไฝไปไธๆฌกๅๆ็ๅฐๆน็ปง็ปญ่ฎญ็ป
blog keras tellyouwhat tensorflow
Last synced: 17 Nov 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/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/kaladabrio2020/livro-aprendizado-de-maquina-sklearn-keras-tf
Lendo Livro e Aplicando
cluster keras machine-learning python scikit-learn tensorflow
Last synced: 16 Dec 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/surajv311/facial-exp-recognition
This is a facial expression recognition app built using Tensorflow & OpenCV (Python ๐). 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/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/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/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/paoloripamonti/word2vec-keras
Word2Vec Keras Text Classifier
data-science keras machine-learning text-classification word2vec
Last synced: 18 Nov 2024
https://github.com/Golbstein/Keras-Real-Time-Style-Transfer
Real time style transfer in Keras
keras keras-tutorials real-time style-transfer
Last synced: 27 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/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/jeffersonlicet/santander-questions-classification
๐ฅ Second Place Solution - Public Leaderboard Top 3 - 0.86639 | Clasificaciรณn de preguntas de clientes | Escuela de Ciencias Informรกticas 2020. Universidad de Buenos Aires y Banco Santander.
fastext keras machine-learning nlp tensorflow word2vec
Last synced: 15 Oct 2024
https://github.com/qedk/clarity
Your AI journaling assistant.
artificial-intelligence fastapi journaling keras machine-learning python reactjs tensorflow
Last synced: 08 Nov 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/mainanick/kerasplugins
kerasplugins: Boost Keras ๐ป
keras machine-learning python tensorflow
Last synced: 14 Oct 2024
https://github.com/nitin-bommi/face-mask-detection
A real time face mask detection model
artificial-intelligence caffe caffe2 computer-vision convolutional-neural-networks deep-learning deep-neural-networks face-detection image image-classification image-processing keras machine-learning mobilenetv2 neural-network python tensorflow
Last synced: 05 Jan 2025
https://github.com/yashk2000/covid-detection
Covid19 detection using xray images of patients.
computer-vision covid-19 covid19 deep-learning keras neural-network opencv python tensorflow vggnet
Last synced: 28 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/kazuhito00/single-hand-localization
ๅไธใฎๆใฎไฝ็ฝฎๆจๅฎใ่กใ่ฉฆ้จ็ใชใขใใซใงใใๆใฎXYๅบงๆจใจใฏใฉในๅ้ก็ตๆ(็กใใใใผใใฐใผ)ใฎๅบๅใ่กใใพใใ
efficientnet hand keras localization mobilenet onnx raspberry-pi tensorflow tensorflow-lite
Last synced: 23 Nov 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/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/alekseynp/keras-torchvision
keras neural-networks pretrained-models pytorch tensorflow
Last synced: 28 Dec 2024
https://github.com/sharatsawhney/character_segmentation
A detailed Research project on Character-Segmentation using Neural Networks!
data-science deep-learning deep-neural-networks keras keras-layer keras-models keras-neural-networks matplotlib neural-network numpy opencv-python
Last synced: 03 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/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/alshedivat/adios
ADIOS: Architectures Deep In Output Space
Last synced: 24 Oct 2024
https://github.com/ralgond/tsad-ucr
Time Series Anomaly Detection Solutions for KDD2021 UCR dataset
anomaly-detection autoencoder data-augmentation deep-learning kdd2021 keras matrix-profile pytorch tensorflow time-series ucr variational-autoencoder
Last synced: 11 Nov 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/cyberzhg/keras-targeted-dropout
Targeted dropout implemented in Keras
Last synced: 29 Sep 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/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/aydinnyunus/digitrecognizer
Recognize Digits
digit-recognition digit-recognition-mnist digit-recognizer digits-dataset digits-recognition keras matplotlib matplotlib-figures matplotlib-pyplot numpy numpy-library python python3 tensorflow tensorflow-examples tensorflow-models tensorflow-tutorials
Last synced: 10 Oct 2024
https://github.com/mrgloom/char-sequence-recognition-example
End-to-end char sequence recognition in Keras
captcha-breaking convolutional-neural-networks deep-learning keras plate-recognition proof-of-concept tensorflow toy-project
Last synced: 15 Oct 2024
https://github.com/xunzhuo/lstm-music
๐่ถฃๅณๅฐ้กน็ฎ๏ผ้่ฟLSTM ๅบไบKerasๅๅคๅ ธ้ณไน๐ต
deep-learning deep-neural-networks keras lstm lstm-neural-networks
Last synced: 13 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/nneji123/automatic-license-plate-detection-recognition-api
Automatic Vehicle Number Plate Detection and Recognition API
aws-ec2 css deployment docker fastapi github-actions heroku html keras license license-plate-recognition lightsail pytesseract python railway tensorflow yolov4
Last synced: 13 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/msrks/keras_num_pred
kerasใงๆๆธใๆๅญ่ช่ญใขใใช https://msrks-numpred.herokuapp.com
d3js deep-learning flask keras tensorflow
Last synced: 27 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/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/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/sjain-stanford/pretrained-weights
Pre-trained weights for CNNs
alexnet caffe ckpt inception keras mobilenet resnet squeezenet tf-slim
Last synced: 17 Oct 2024
https://github.com/tomfran/urban-sound-classification
UrbanSound8K dataset classification using MLP and CNN.
audio-classification cnn keras machine-learning neural-network python tensorflow urbansound8k
Last synced: 10 Nov 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/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/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/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/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/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/tanyachutani/keras-reverse-image-search-using-lsh-and-cosine-similarity
Keras Reverse Image Search using Locality Sensitive Hashing on Caltech 101 Dataset
cnn convolutional-neural-networks cosine-similarity image-search keras lsh reverse-image-search tensorflow
Last synced: 11 Nov 2024
https://github.com/ashishpatel26/semantic-segmentation-keras-tensorflow-example
Semantic Segmentation Example
keras keras-tensorflow segmentation semantic-segmentation tensorflow-keras unet unet-image-segmentation unet-keras unet-model unet-pytorch unet-segmentation
Last synced: 19 Nov 2024
https://github.com/roma-glushko/morty
๐ฌ 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/sayakpaul/reproducibility-in-tf.keras-with-wandb
Contains code for my model reproducibility experiments. Report attached.
keras reproducible-research tensorflow
Last synced: 28 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.
Last synced: 27 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/sayakpaul/consistency-training-with-supervision
Contains experimentation notebooks for my Keras Example "Consistency Training with Supervision".
computer-vision consistency-regularization keras robustness-experiments tensorflow
Last synced: 28 Dec 2024
https://github.com/soumyajit4419/writing_like_shakespeare
Automated Text Generation uisng LSTM.
keras lstm nlp poem shakespeare tensorflow
Last synced: 24 Oct 2024
https://github.com/tunmx/bald_classification
็งๅคด่ฏๅซ bald classification
bald keras python tensor tensorflow
Last synced: 24 Oct 2024
