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: François Chollet
- Released: March 27, 2015
- Related Topics: api, data-science, deep-learning, machine-learning, neural-network, python, tensorflow,
- Last updated: 2024-11-14 00:15:32 UTC
- JSON Representation
https://github.com/srowen/quatrains-rnn
Simple example applying Keras, TensorFlow to Nostradamus's prophecies with Cloudera Data Science Workbench
cloudera cloudera-data-science gpu keras nlp rnn tensorflow
Last synced: 01 Oct 2024
https://github.com/anastassia-b/machine-learning
💡Compilation of notes + implementations of neural networks using Keras and TensorFlow
deep-learning keras machine-learning tensorflow
Last synced: 20 Oct 2024
https://github.com/harmanveer2546/bird-species-prediction-using-deep-learning
Using convolutional neural networks to build and train a bird species classifier on bird pics data with corresponding species labels, also build GUI for the same.
callback deep-learning eda gui image-classification imagegenerator keras maxpooling mobilenetv2 opencv pillow plotly python tensorflow
Last synced: 13 Nov 2024
https://github.com/bettercallshao/gangengo
Generate fake snapshots of a GO game using GAN.
colab dcgan gan go go-game jupyter-notebook keras pipenv python
Last synced: 15 Oct 2024
https://github.com/vanessaaleung/support-ticket-nlp
Support Ticket Classification and Key Phrases Extraction
keras machine-learning python text-classification ticket-classification
Last synced: 10 Nov 2024
https://github.com/lorenzwalthert/kerasmisc
Add-on functionality for the R implementation of Keras
Last synced: 09 Nov 2024
https://github.com/architsingh15/keras-neural-network-analysis-iris-dataset
Attempt to analyse Iris Data Set
analysis iris keras machine-learning network neural uci
Last synced: 09 Nov 2024
https://github.com/deepraj21/realtime-stock-predictor
This is a Streamlit app for predicting stock prices. It uses data from Yahoo Finance to show the stock's closing price, a chart of the closing price vs time, and a chart of the closing price vs time with the 100-day moving average and 200-day moving average. The user can input a valid stock ticker symbol and view the data for that stock.
deep-learning google-cloud keras lstm pandas-dataframe python scikit-build streamlit tensorflow
Last synced: 02 Nov 2024
https://github.com/ksasi/machine-learning-capstone-project
Machine Learning Capstone Project - Udacity MLND(State Farm Distracted Driver Detection)
cnn-classification computer-vision deep-learning deep-neural-networks keras keras-tensorflow machine-learning-capstone numpy python3 sklearn udacity-mlnd
Last synced: 15 Oct 2024
https://github.com/antoniocarta/threernn
ThreeRNN model for SemEval 2017 Task 3
keras ml nlp nlp-machine-learning python rnn
Last synced: 15 Oct 2024
https://github.com/rcmalli/polimi-dl-project
Polimi Deep Learning PHD Course 2018 Project
deeplearning depth-estimation keras tensorflow
Last synced: 23 Oct 2024
https://github.com/rmodi6/relation-extraction
RNN and CNN based Relation Extraction models in tensorflow 2.0
cnn functional-api gru information-extraction keras natural-language-processing relation-extraction rnn tensorflow2
Last synced: 12 Nov 2024
https://github.com/soumik12345/gpt
A minimal implementation of Generative Pre-Training or GPT
deep-learning gpt-2 keras nlp openai tensorflow
Last synced: 24 Oct 2024
https://github.com/sayakpaul/keras-examples-randaugment
Full experimentation notebook for my Keras Example on using RandAugment.
computer-vision imgaug keras randaugment robustness tensorflow
Last synced: 28 Oct 2024
https://github.com/manfreddiaz/deep-docker
Dockerfile for creating a docker image with default configurations for Deep Learning tasks
cuda-toolkit deep-learning docker docker-image keras opencv3 pytorch tensorflow
Last synced: 07 Nov 2024
https://github.com/rithwikksvr/positive-negative-review-classifier
We always give ratings and reviews to many products that we buy online. So these online companies have to check constantly about the review of their products. Currently they use Machine Learning to assess the Rating of a Product and can get can a sense by applying classifiers on these reviews. In the end these classifiers can classify if a review is a Positive or a Negative one.
deep-learning keras machine-learning ml nlp numpy python
Last synced: 13 Nov 2024
https://github.com/ytakzk/gan-dcgan-for-keras
Simple GAN model for Keras
dcgan deep-learning gan goodfellow keras machine-learning ml mnist neural-network
Last synced: 14 Oct 2024
https://github.com/soumyajit4419/deep_learning_projects
Collection of deep learning projects.
ann cnn deep-learning keras lstm pytorch rnn tensorflow2 transfer-learning
Last synced: 24 Oct 2024
https://github.com/Wigder/inns
An experiment using neural networks to predict obesity-related breast cancer over a small dataset of blood samples.
breast-cancer breast-cancer-diagnosis breast-cancer-prediction breastcancer-classification cancer cancer-detection classifier keras keras-tensorflow machine-learning python python3
Last synced: 04 Aug 2024
https://github.com/isaaccorley/gradient-sonification-keras-callback
Keras Callback for Auralization of Gradient Norms
deep-learning keras keras-callback neural-networks sonification tensorflow
Last synced: 14 Oct 2024
https://github.com/marcometer/wine-classification-course
Using a multi-layer perceptron and the kNN Algorithm to classify wine to be red or white wine.
classification keras knn neural-network pandas python scipy tensorflow
Last synced: 09 Nov 2024
https://github.com/trainingbypackt/keras-2.x-projects-elearning
Leverage the power of Keras to build and train state-of-the-art deep learning models
deep-q-network deep-reinforcement-learning deeplearning keras long-short-term-memory lstm natural-language-toolkit nltk open-gym-ai recurrent-neural-network reinforcement-learning robot
Last synced: 14 Nov 2024
https://github.com/rashadgarayev/genderdetectionkeras
gender detection realtime on GUI
classification deep-learning gender-detection keras opencv pyqt5
Last synced: 14 Oct 2024
https://github.com/nikhil25803/foodvision
FoodVision is a Python project focused on multiclass image classification, employing Convolutional Neural Networks (CNN).
cnn deeplearning keras multiclass-classification python python3 tensorflow tkinter
Last synced: 30 Oct 2024
https://github.com/luca-parisi/m_arcsinh
m-arcsinh: A Reliable and Efficient Function for Supervised Machine Learning (scikit-learn, TensorFlow, and Keras) and Feature Extraction (scikit-learn)
activation activation-function activation-functions activations arcsinh classification dimensionality-reduction feature-extraction keras keras-tensorflow machine-learning machinelearning mlp mlp-classifier neural-network python scikit-learn svm svm-classifier tensorflow
Last synced: 30 Oct 2024
https://github.com/timofurrer/hslu-pren-digit-cnn
Convolutional Neural Network to recognize digits used in the PREN class @ HSLU
cnn digit-recognition hslu keras machine-learning pren tensorflow
Last synced: 30 Oct 2024
https://github.com/adityashrm21/tensorflowjs-live-classification-iris
A tensorflow.js web application to perform classification and prediction on the Iris dataset.
classification iris-dataset keras keras-tensorflow tensorflow tensorflow-experiments tensorflow-js tensorflow-tutorials tensorflowjs
Last synced: 03 Nov 2024
https://github.com/newronai/newron-sdk
Newron is a data-centric ML platform to easily build, manage, deploy and continuously improve models through data driven development.
data-science data-versioning deep-learning experiment-tracking hyperparameter-optimization hyperparameter-search hyperparameter-tuning keras machine-learning ml-platform mlops model-monitoring model-registry model-reproducibility model-versioning python3 pytorch tensorflow
Last synced: 03 Nov 2024
https://github.com/ayulockin/deepgenerativemodeling
Towards Generative Modeling from (variational) Autoencoder to DCGAN
autoencoder autoencoder-architecture keras keras-tensorflow vae vae-gan vae-implementation
Last synced: 28 Oct 2024
https://github.com/rid17pawar/fashionapparelclassification-webapp
A web application for classifying clothing photos uploaded by users. It makes use of a deep learning model which is deployed using FastAPI. Achieved 85% accuracy in classifying images.
cnn-keras cnn-model fastapi image-classification keras keras-models keras-neural-networks neural-network react reactjs
Last synced: 12 Oct 2024
https://github.com/royalbhati/keras-imageclassification
Image classification using keras with tensorflow as backend
cnn-keras computer-vision computervision keras keras-classification-models keras-examples keras-image-classifier keras-neural-networks keras-tensorflow keras-tutorials python python3
Last synced: 13 Oct 2024
https://github.com/kasim95/ocr_math_expressions
A Deep Learning pipeline to recognize mathematical expressions from images
keras mathematics optical-character-recognition python python3 tensorflow tensorflow-models
Last synced: 09 Nov 2024
https://github.com/thelastframe/capsule-network-keras
A Capsule Network implementation in pure Keras running on Tensorflow 2.0
ai image-classification image-recognition keras keras-classification-models keras-implementations keras-models keras-neural-networks keras-tensorflow machine-learning-algorithms python tensorflow tensorflow-models tensorflow2
Last synced: 26 Sep 2024
https://github.com/yashkant/pnas-binary-nets
Progressive Neural Architecture Search coupled with Binarized CNNs to search for resource efficient and accurate architectures.
automl binarized-neural-networks keras neural-architecture-search tensorflow-experiments
Last synced: 03 Nov 2024
https://github.com/abhilash1910/datahour_diffusion
Presentation of the session on Diffusion Principles on behalf of Analytics Vidhya datahour. Youtube: https://www.youtube.com/watch?v=DIdbsfzK7IUtube:
autoencoders clip diffusion keras tensorflow
Last synced: 13 Oct 2024
https://github.com/offchan42/honnet
🤖 Deep learning predicts who would win in a HoN match given heroes of both team
convolutional-neural-networks deep-learning game heroes-of-newerth hon keras neural-networks
Last synced: 29 Oct 2024
https://github.com/facundoq/tmeasures
The Transformational Measures (TM) library allows neural network researchers to evaluate the invariance and equivariance of their models with respect to a set of transformations. Support for Pytorch (current) and Tensorflow/Keras (coming).
equivariance invariance keras measure neural-networks python python3 pytorch tensorflow variance
Last synced: 11 Oct 2024
https://github.com/abhilash1910/transformers-workshop
Transformers Workshop on behalf of ML India. Contains resource notebook for training/inferring large scale transformer models for different downstream task
bert distilbert electra gpt2 keras t5 tf2 torch transformers
Last synced: 13 Oct 2024
https://github.com/bonifatius94/chessai.py
Experimental Python Chess AI Implementation
ai chess chess-ai deep-learning docker keras machine-learning python3 reinforcement-learning tensorflow2
Last synced: 10 Nov 2024
https://github.com/d3lm/deep-reinforcement-learning
Deep Reinforcement Learning for playing Snake
deep-learning keras machine-learning reinforcement-learning snake-game
Last synced: 10 Nov 2024
https://github.com/tonandr/keras_unsupervised
Keras framework for unsupervised learning
autoencoder deep-belief-network generative-adversarial-networks keras restricted-boltzmann-machine semi-supervised-learning styled-based-gan unsupervised-learning
Last synced: 14 Oct 2024
https://github.com/marcogdepinto/scenarioclassifier
Classifying different scenarios (city, desert, mountain, nature, sea, universe). Project built using Python: Keras (with Tensorflow backend), numpy, scikit-learn.
classification computer-vision data data-science keras pictures python python3 tensorflow
Last synced: 11 Oct 2024
https://github.com/gorbak25/trypophobia-detector
keras machine-learning trypophobia
Last synced: 14 Nov 2024
https://github.com/fork123aniket/multivariate-time-series-forecasting-for-air-pollution-using-lstms
Implementation of Multivariate Time Series Forecasting for Air Pollution using LSTMs in Keras
keras keras-models lstm lstm-model lstm-neural-networks tensorflow tensorflow-tutorials time-series time-series-analysis time-series-forecasting time-series-prediction
Last synced: 03 Nov 2024
https://github.com/yashbansod/udacity-self-driving-car
My projects for Udacity's Self Driving Car Nanodegree program.
behavioral-cloning camera-calibration computer-vision kalman-filter keras lane-detection nanodegree neural-network self-driving-car tensorflow traffic-sign-classification udacity
Last synced: 24 Oct 2024
https://github.com/bhavik-jikadara/ai-ml-roadmap
Welcome to the ultimate guide for starting your journey in Artificial Intelligence and Machine Learning in 2024! This roadmap provides a step-by-step approach to mastering AI and ML, from fundamentals to advanced topics.
artificial-intelligence computer-vision deep-learning deployment fundamentals-of-programming keras libraries machine-learning mathematics mlops natural-language-processing production-code pytorch reinforcement-learning roadmap scikit-learn tensorflow tools
Last synced: 09 Nov 2024
https://github.com/alakise/heart-disease
This study is the source code of the project named "Building a Supportive Artificial Neural Network Model in the Diagnosis of Heart Disease" presented at the 2021 Marmara University Student Congress. Check dataset on Kaggle or UCI.edu.
Last synced: 08 Nov 2024
https://github.com/facultyai/faculty-xval
Cross-validation of Keras and scikit-learn models with the Faculty platform
cross-validation faculty-platform keras machine-learning python scikit-learn
Last synced: 08 Nov 2024
https://github.com/yasinshafiei/faceid_system
Siamese Neural Networks Face ID
artificial-intelligence artificial-neural-networks deep-learning faceid keras keras-tensorflow machine-learning python siamese-network siamese-neural-network tensorflow
Last synced: 11 Nov 2024
https://github.com/datarohit/walk-or-run-image-classification
This is Deep Learning project made using InveptionV3 model and Images taken from Kaggle to predict if the person in Image is Walking or Running.
cnn-classification inceptionv3 keras keras-tensorflow matplotlib numpy tensorflow
Last synced: 05 Nov 2024
https://github.com/mynameisvinn/kerasrest
serving keras models
docker keras machine-learning rest-api
Last synced: 07 Nov 2024
https://github.com/luca-parisi/hyper_sinh
hyper-sinh: An Accurate and Reliable Activation Function from Shallow to Deep Learning in TensorFlow, Keras, and PyTorch
activation-functions cnn cnn-classification cnn-keras cnn-model deep-learning deep-neural-networks keras keras-neural-networks keras-tensorflow machine-learning machinelearning-python pytorch sinh tensorflow tensorflow-models torch
Last synced: 10 Oct 2024
https://github.com/vaibhav-kesarwani/text_emotion_classifier
A 𝗧𝗲𝘅𝘁 𝗘𝗺𝗼𝘁𝗶𝗼𝗻 𝗖𝗹𝗮𝘀𝘀𝗶𝗳𝗶𝗲𝗿 is an AI model that analyzes text to detect and classify emotions like 𝗵𝗮𝗽𝗽𝗶𝗻𝗲𝘀𝘀 😊, 𝘀𝗮𝗱𝗻𝗲𝘀𝘀 😢, 𝗮𝗻𝗴𝗲𝗿 😠, and 𝘀𝘂𝗿𝗽𝗿𝗶𝘀𝗲 😲. It's used in sentiment analysis, customer feedback, and social media monitoring to understand and respond to emotions more effectively.
jupyter-notebook kaggle-dataset keras keras-tensorflow pandas python3 sklearn tensorflow
Last synced: 10 Oct 2024
https://github.com/marcelwinterot/nano-keras
Deep learning library inspired by Keras
keras machine-learning machine-learning-library numpy python
Last synced: 10 Oct 2024
https://github.com/joneshshrestha/captcharecognition
Captcha Recognition using Deep Learning
captcha-breaking keras machine-learning opencv python tensorflow
Last synced: 11 Nov 2024
https://github.com/riccorl/elmo-wsd
Supervised end-to-end neural architecture that learns how to disambiguate words inside a text.
elmo keras multitask-learning natural-language-processing nlp sense-disambiguation-wsd tensorflow wsd
Last synced: 08 Nov 2024
https://github.com/toelt-llc/course-dsc-intro-tensorflow
This repository contains the hands-on notebooks for the DSC Introduction to TensorFlow (ETH)
deep-learning keras teaching tensorflow
Last synced: 07 Nov 2024
https://github.com/frgfm/sdcnd-p3-traffic-sign-classification
Traffic sign classification project of Udacity Self-Driving Car Engineer Nanodegree
deep-learning image-classification keras python self-driving-car tensorflow traffic-sign-classification
Last synced: 07 Nov 2024
https://github.com/degencap777/lstmstockpricepredictor
Predicting storck price of Suzunoya- by means of LSTM
keras matplotlib numpy pandas tensorflow yfinance
Last synced: 14 Nov 2024
https://github.com/beekill95/torch-training-loop
Simple Keras-inspired Training Loop for Pytorch.
Last synced: 13 Oct 2024
https://github.com/andreped/nlp-mtl
Training neural networks to solve multiple tasks simultaneously from free text through multi-task learning
bert-embeddings keras multi-task-learning natural-language-processing neural-networks nlp scikit-learn
Last synced: 07 Nov 2024
https://github.com/sonu275981/gtsrb---german-traffic-sign-recognition
GTSRB - German Traffic Sign Recognition
convolutional-neural-networks deep-learning german-traffic-sign-classifier gtsrb-dataset keras neural-network python tensorflow
Last synced: 05 Nov 2024
https://github.com/nfultz/intro_dueto
~PyDataLA 2020~ talk
calculus keras slides statsmodels
Last synced: 11 Nov 2024
https://github.com/zionc27/speech-emotion-recognition
Speech Emotion Recognition (SER) using Deep neural networks CNN and RNN
clstm cnn ipython-notebook keras librosa lstm machine-learning python rnn speech speech-emotion-classification speech-emotion-recognition tensorflow
Last synced: 11 Oct 2024
https://github.com/chrisby/deepcardiology
Implementations of deep and other ML approaches for cardiology.
cardiology convolutional-neural-networks deep-learning healthcare keras machine-learning
Last synced: 31 Oct 2024
https://github.com/albertaparicio/bsc-thesis
BSc thesis: Voice Conversion using Deep Learning
bachelor-thesis deep-learning keras python3 pytorch sequence-to-sequence speech-processing tensorflow voice-conversion
Last synced: 30 Oct 2024
https://github.com/psnappz/deeplearning
Deep Learning with TF
cnn deeplearning keras mnist pandas psnappz python tensorflow
Last synced: 05 Nov 2024
https://github.com/simon-larsson/keras-masochism
Masochistic deep learning with Keras.
deep-learning keras machine-learning masochism
Last synced: 12 Nov 2024
https://github.com/sun1638650145/retinanet
Object Detection with RetinaNet.
keras object-detection retinanet
Last synced: 06 Nov 2024
https://github.com/riccorl/emergency-situation-awareness
Using Social Media to Enhance Emergency Situation Awareness
classification emergency keras neural-networks tensorflow tweets twitter
Last synced: 08 Nov 2024
https://github.com/rakibhhridoy/ctscanpredictioncovid19-tensorflow
Classifying covid positive and negative cases in ct-scan images. Though the data is not large enough, it can be processed and make prediction from the model. Images are quite similar thus the task became much complicated.
computer-vision covid-19 ctscan deep-learning deep-neural-networks image-classification image-processing keras machine-learning medical-image-analysis neural-network prognosis python
Last synced: 06 Nov 2024
https://github.com/sshh12/stealthml
Using image segmentation and in-painting to stealthify images.
image-segmentation inpainting keras mask-rcnn
Last synced: 05 Nov 2024
https://github.com/a-mhamdi/journey-into-ml
Showcase some machine learning algorithms.
deep-neural-networks julialang keras machine-learning-algorithms python rlang tensorflow
Last synced: 12 Oct 2024
https://github.com/zimmerrol/tf_keras_attention
Implementation and demonstration of how to apply 2D Gaussian Attention with Keras/TensorFlow
attention attention-mechanism deep-learning gaussian-attention keras neural-network tensorflow
Last synced: 29 Oct 2024
https://github.com/zeta36/fractalexplorationimitationlearning
Using the fragile framework as a memory explorer to train a neural network in Atari games
fragile keras machine-learning python
Last synced: 29 Oct 2024
https://github.com/viig99/cdiscount
Solution for Kaggle Cdiscount Image Classification, Ongoing solution.
cdiscount deep-learning image-classification kaggle keras
Last synced: 11 Nov 2024
https://github.com/robinka/web-neural-painter
Neural Painter made with React, TypeScript and TensorFlow.js - Generates seamless random gifs
gif keras neural paint random react tensorflow tfjs typescript web
Last synced: 13 Nov 2024
https://github.com/marcogdepinto/dogs-vs-cats
Deep learning to classify if a picture contains a Dog or a Cat using Python, OpenCV, Keras.
deep-learning deep-learning-tutorial deep-neural-networks image-classification keras numpy opencv python python3
Last synced: 10 Nov 2024
https://github.com/ignaciopardo/roadtrip
RoadTrip Road & Cars AI Detection
ai flask keras machine-learning pwa python research satellite-imagery tensorflow
Last synced: 26 Oct 2024
https://github.com/hackintoshrao/solving-physics-in-keras
Solving a physics problem using keras
deep-neural-networks keras keras-neural-networks neural-networks physics
Last synced: 26 Oct 2024
https://github.com/vincentblot28/face-recognition
Face attribute recognition with the celeba dataset
cnn face keras recognition siamese-neural-network
Last synced: 28 Oct 2024
https://github.com/chekoduadarsh/custom-image-augmentation-keras
This is a plugin tool for your project to impliment your coustom image processing algorithms
image-augmentation image-processing imagedatagenerator keras starter-code
Last synced: 28 Oct 2024
https://github.com/metriccoders/metriccoders_notebooks
This is the Metric Coders repository containing all the notebooks for machine learning.
artificial-intelligence genai keras llm machine-learning natural-language-processing pytorch scikit-learn tensorflow
Last synced: 27 Oct 2024
https://github.com/tychota/g
An engine that would love to become alpha-go but is far far away
Last synced: 06 Nov 2024
https://github.com/vuuuuk/pointnet-detectron2-training
PointNet training with custom Intel RealSense L515 dataset, Detectron2 training with custom Roboflow dataset
detectron2 google-colaboratory jupyter-notebooks keras lidar-point-cloud open3d pointnet python3 realsense2 roboflow tensorflow
Last synced: 06 Nov 2024
https://github.com/ambidextrous9/logodetection-deeplearning
augmentation deep-learning flickr-logo keras logo-detection tensorflow
Last synced: 12 Nov 2024
https://github.com/mguludag/birthplace_region_predict_python_webapp
This project shows how to build&deploy python web app using keras and tensorflow to heroku
deep-learning heroku keras python tensorflow
Last synced: 09 Nov 2024
https://github.com/harryfallows/sightly
A system for automatically generating sight-reading music, utilising LSTM neural networks.
composition keras lstm music music-composition music-generation music-theory music21 neural-networks recurrent-neural-networks tensorflow
Last synced: 10 Nov 2024
https://github.com/vishal-sys-code/handwritten_recognition_from_mnist_dataset
Handwritten Digit Recognition by MNIST
handwritten-digit-classification handwritten-digit-recognition keras keras-tensorflow machine-learning matplotlib matplotlib-pyplot mnist mnist-classification mnist-classifier mnist-dataset mnist-handwriting-recognition python-3
Last synced: 07 Nov 2024
https://github.com/serhatderya/deep_learning
This repository contains my notes from Deep Learning With Tensorflow 2.0 from codebasics YouTube channel
ai artificial-intelligence artificial-neural-networks deep-learning deep-neural-networks deeplearning jupyter jupyter-notebook keras keras-neural-networks keras-tensorflow keras-tutorials neural-network neural-networks pyhon3 python tensorflow tensorflow-models tensorflow-tutorials tensorflow2
Last synced: 12 Oct 2024