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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/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/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/mainanick/kerasplugins

kerasplugins: Boost Keras 💻

keras machine-learning python tensorflow

Last synced: 14 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/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/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/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/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/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: 17 Feb 2025

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/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/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/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/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/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/dinataklit/ann_predict_loop_unrolling_factor

Deep neural network model based to predict optimal loop unrolling factors to optimize loops in tiramisu compiler.

deep-neural-networks keras loops neural-network optimization tiramisu

Last synced: 22 Jan 2025

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/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/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/ahamez/progml

Programming Machine Learning book

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

Last synced: 20 Feb 2025

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/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/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/shivamgupta92/analysis-of-market-trends-using-deep-learning

Analysis of market trend using Deep Learning is project that forecasts stock prices using historical data and ML models. Leveraging data collection, feature engineering, and model training. Primarily designed for the Indian stock market, it is adaptable for international markets, providing valuable insights for investors and analysts.

deep-neural-networks keras mysql numpy pandas python3 scikit-learn-api tensorflow time-series-analysis yfinance-api

Last synced: 11 Jan 2025

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

Convolution visualization

keras visualization

Last synced: 31 Jan 2025

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/srlozano/brain-tumor-radiogenomic-classification

Brain Tumor Radiogenomic Classification task solved by Transfer Learning at Universitat de Barcelona and Universitat Politècnica de Catalunya · BarcelonaTech

brain-tumor-classification convolutional-neural-networks deep-learning keras medical-image-analysis python tensorflow transfer-learning

Last synced: 28 Jan 2025

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

Targeted dropout implemented in Keras

dropout keras regularization

Last synced: 23 Jan 2025

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/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/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/nemeslaszlo/social-media-trends-analysis-based-on-sentiment-and-fresh-runtime-data-collections

Within this scope of repository, we conclude and analyze the sentiments and manifestations (comments,hastags, posts, tweets, images) of the users of the Twitter social mediaplatform, based on the main trends and different subcategories of this trends. Where we analyze, compile, visualize statistics, and summarizefor further processing. (Arcitle's repository))

analysis keras keras-tensorflow recurrent-neural-networks scraper social-media tensorflow2 twitter-api

Last synced: 01 Dec 2024

https://github.com/barqawiz/ai-nanodegree-term2

Python code for AI Nanodegree Term2 Projects (Keras+Tensorflow)

ai aind2-nlp-capstone aind2-rnn dog-project keras tensorflow udacity

Last synced: 01 Jan 2025

https://github.com/fblupi/image-classification-cervical-cancer

Repository for Kaggle's competition: "Intel and Mobile ODT Cervical Cancer Screening"

cnn deep-learning image-classification keras mxnet tensorflow

Last synced: 03 Dec 2024

https://github.com/valaydave/mnist-experiments-with-metaflow

Experimentation Of different deep learning models for classification of digits on a MNIST dataset using Metaflow

deeplearning keras metaflow tensorflow

Last synced: 25 Nov 2024

https://github.com/tspannhw/yolo3-keras-tensorflow

A tweak to https://github.com/qqwweee/keras-yolo3 to store images and json attributes

apache-nifi keras nifi osx python tensorflow yolov3

Last synced: 11 Dec 2024

https://github.com/mlh-fellowship/0.1.2-sentiment-analysis-visualization

Machine Learning Web Application. Helps to visualize a character-by-character breakdown of how sentiment analysis classifies text

bentoml keras keras-neural-networks lstm lstm-sentiment-analysis machine-learning machine-learning-algorithms sentiment-analysis-visualization visualizations

Last synced: 17 Dec 2024

https://github.com/sekunho/fen_gen

Generate Forsyth-Edward notations from chess board images

chess deep-learning elixir fen forsyth-edwards-notation keras machine-learning neural-networks phoenix tensorflow2

Last synced: 26 Nov 2024

https://github.com/thecoderpinar/plant-health-monitoring

🌱 This project aims to automate plant health monitoring using computer vision and deep learning. It focuses on accurate disease detection and classification in plants through rigorous data preprocessing and robust model selection.

agriculture artificial-intelligence cnn cnn-model computer-vision deep-learning github keras machine-learning open-source opencv plant-health tensorflow

Last synced: 16 Dec 2024

https://github.com/pprp/yolov3.keras

yolov3.keras for VOC2007

keras object-detection voc yolov3

Last synced: 04 Dec 2024

https://github.com/l0sg/pedestrian_detection

Pedestrian detection with convolutional neural networks

convolutional-neural-networks keras pedestrian-detection

Last synced: 21 Nov 2024

https://github.com/crispengari/gender-classification

this is a simple rest api serving a deep learning model that classifies human gender based on their faces. (vgg16 transfare learning)

artificial-intelligence deep-learning face-re flask gender-classification image-classification keras machine-learning tensorflow vgg16

Last synced: 16 Dec 2024

https://github.com/zhixiangli/alphagomoku-zero

An implementation by AlphaZero algorithm for Gomoku (Gobang / Five Chess)

alphago alphago-zero alphazero gobang gomoku keras mcts

Last synced: 12 Dec 2024

https://github.com/laugh12321/generatepoetry-translate

✨Using RNN and LSTM generate poetry by Keras, and translate poetry. (通过Keras实现基于RNN与LSTM的藏头诗自动生成模型, 并将生成的古诗翻译成英文.)

generate-poetry keras rnn-lstm translation

Last synced: 19 Feb 2025

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: 13 Feb 2025

https://github.com/aflah02/gsoc_report

A report for the work I did during my Google Summer of Code 2022 Project with TensorFlow

deep-learning keras nlp tensorflow

Last synced: 20 Nov 2024

https://github.com/nemeslaszlo/social-media-analysis-based-on-covid-19-with-sentiment-analysis-ner-and-information-extraction

This repository contains the social media data scraper and the notebooks of this analysis. Where we analise the Social Media posts - tweets with Sentiment Analysis then we analyse this results with Named Entity Recognition (NER) and Information Extraction methods to get a more accurate and detailed picture of this sentiment results.

bert data-science data-visualization information-extraction keras named-entity-recognition nltk reccurent-neural-network tensorflow textblob

Last synced: 01 Dec 2024

https://github.com/antz22/visionary

Visionary is a revolutionary mobile app that assists the visually impaired in interacting with the world. (2nd Place Overall MEGA Hack)

accessibility computer-vision flask flutter inclusivity keras machine-learning object-detection python tensorflow

Last synced: 21 Jan 2025

https://github.com/impetus-udes/rule4ml

Resource Utilization and Latency Estimation for ML on FPGA.

fpga hls keras machine-learning neural-network onnx prediction python pytorch regression-models

Last synced: 20 Jan 2025

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/thefloatingstring/cure-melanoma

Using Deep Learning to enhance cancer treatment. Project presented at the 2018 Startupfest hackathon.

cancer cancer-research flask image-recognition keras

Last synced: 13 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/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/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/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/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: 13 Jan 2025

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/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/jcrodriguez1989/kerasmodelcreator

ShinyApp: Visually design Keras models for R language

deep-learning designer gui keras model r shiny tensorflow

Last synced: 11 Feb 2025

https://github.com/avishreekh/chest-x-ray-abnormality-classification

This projects aims to detect abnormalities in chest X-rays using methods in Deep Learning.

deep-learning keras medical-imaging

Last synced: 02 Dec 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/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/ar4ikov/sentimentfilter

Быстрая и удобная библиотека для оценки тональности текста с использованием нейросети

cnn-keras cnn-text-classification filter keras lstm open-source sentiment sentiment-analysis tensorflow

Last synced: 17 Dec 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/en10/nasnet

NASNet in Keras

keras nasnet-models

Last synced: 05 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/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: 09 Feb 2025

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/sayakpaul/reproducibility-in-tf.keras-with-wandb

Contains code for my model reproducibility experiments. Report attached.

keras reproducible-research tensorflow

Last synced: 13 Jan 2025

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: 09 Feb 2025

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: 17 Feb 2025

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 Feb 2025

https://github.com/tunmx/bald_classification

秃头识别 bald classification

bald keras python tensor tensorflow

Last synced: 24 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" /> 50 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 C/C++ Tools and Frameworks 25 NLP Tools, Libraries, and Frameworks 25 Model Deployment library 24 Python Frameworks and Tools 21 R Tools, Libraries, and Frameworks 21 Swift Tools and Frameworks 20 Computer Vision Tools, Libraries, and Frameworks 20 Projects 💛💛💛💛💛<a name="Projects" /> 19 Python Learning Resources 18 Distributed Computing Learning Resources 18 NLP Learning Resources 18 Examples/Notebooks 16 Swift Learning Resources 16 Computer Vision Learning Resources 16