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: 2024-11-08 00:15:56 UTC
- JSON Representation
https://github.com/rahul1582/text-generation-using-lstms
Generating Text using Bidirectional LSTMs
bidirectional-lstm keras tensorflow textgeneration
Last synced: 24 Oct 2024
https://github.com/robertlucian/practical-machine-learning
keras machine-learning python sklearn
Last synced: 13 Oct 2024
https://github.com/tanush-g/brain
This project aims to classify brain MRI images into four categories: Glioma, Meningioma, No tumor, and Pituitary tumor. It utilizes TensorFlow to build and train a convolutional neural network (CNN) for the task.
ai brain-imaging brain-tumor-classification brain-tumor-segmentation deep-learning deeplearning jupyter jupyter-notebook keras keras-classification-models keras-models keras-tensorflow machine-learning machinelearning neural-network neural-networks python tensorflow
Last synced: 11 Oct 2024
https://github.com/sjain-stanford/wrkstn-setup
Deep learning workstation setup for RHEL/Ubuntu with Tensorflow/Keras/PyTorch and NVIDIA GeForce GTX 1080 Ti.
deep-learning gpu keras linux-workstation-setup neural-network nvidia pytorch tensorflow workstation
Last synced: 17 Oct 2024
https://github.com/yuvrajs2003/chatbot-project
A project regarding the implementation of a simple chatbot
jupyter-notebook keras pickle python tensorflow
Last synced: 31 Oct 2024
https://github.com/usmanrasheed1/number-recognition-cnn
A CNN that tries to accurately predict the correct values of any digit between 0-9 using Tensorflow, keras and flask.
ai cnn flask jupyter keras python tensorflow
Last synced: 11 Oct 2024
https://github.com/mfts/nlpnd-dnn-speech-recognizer-p3
Project 3: Deep Neural Network Speech Recognizer – for Udacity Natural Language Processing Nanodegree
Last synced: 08 Nov 2024
https://github.com/florianwoelki/aerial_cactus_cnn
A CNN for an aerial cactus classification competition.
aerial-cactus classification cnn keras tensorflow
Last synced: 14 Oct 2024
https://github.com/harmanveer-2546/music-genre-classification
Classifying the genre of a music using deep neural networks.
cnn deep-neural-networks keras labelencoder librosa matplotlib music numpy pandas pickle python scipy seaborn sequential-models tensorflow
Last synced: 15 Oct 2024
https://github.com/fmind/onet
Train and predict procedures of DNN for binary image classification.
deep-learning image-classification keras python tensorflow
Last synced: 14 Oct 2024
https://github.com/dinhanhx/tic-tac-toe-nn
My first project about neural network.
beginner-friendly keras neural-network python3 tensorflow tic-tac-toe
Last synced: 14 Oct 2024
https://github.com/dinhanhx/determination
Scripts to set global random for some machine learning framework
determination deterministic keras pytorch randomness scikit-learn tensorflow2
Last synced: 14 Oct 2024
https://github.com/hackintoshrao/ml-dl-ai-projects
Machine Learning, Deep Learning and AI projects used for my trainings
artificial-intelligence deep-learning keras machine-learning tensorflow
Last synced: 26 Oct 2024
https://github.com/jrzaurin/rnn_character_tagging
Tagging text at character level with RNNs using Keras and Pytorch
keras machine-learning nlp pytorch rnn text-tagging
Last synced: 15 Oct 2024
https://github.com/ramarav/house_price_prediction
Machine learning approach for house price prediction using tensorflow.
jupyter-notebook jupyter-notebooks keras keras-models keras-neural-networks keras-tensorflow numpy python python-3 python3 tensorflow
Last synced: 06 Nov 2024
https://github.com/nits2612/data-science-projects
Portfolio of data science projects completed by me during PGP AI/ML, self learning, and hobby purposes.
data data-science dataanalysis deep deep-learning keras machine-learning matplotlib numpy opencv pandas python scikit-learn seaborn surprise-python tensorflow transfer-learning
Last synced: 31 Oct 2024
https://github.com/lukaszbinden/ml-playground
Playground project for machine learning with keras
keras machinelearning neural-networks python tensorflow
Last synced: 25 Oct 2024
https://github.com/kaitoy/ml-mnist
Python scripts for handwritten digits recognition on MNIST with Keras
keras machine-learning mnist python vgg
Last synced: 14 Oct 2024
https://github.com/mrgloom/position-and-radius-estimation-example
Toy example of position and radius estimation
convolutional-neural-networks keras toy-project
Last synced: 15 Oct 2024
https://github.com/mwoss/malaria-detection
Malaria cells detection using CNN model.
classification cnn deep-learning kaggle keras malaria-detection
Last synced: 13 Oct 2024
https://github.com/p-baleine/qanet-tensorflow
An implementation of QANet with Tensorflow and Keras.
Last synced: 18 Oct 2024
https://github.com/harinisri012/plant-leaf-disease-detection-system
A deep learning project to detect and classify plant leaf diseases using CNN and VGG16 models. This system aids in early disease identification to support agricultural sustainability by helping farmers protect crops.
cnn cv keras keras-tensorflow neural-networks numpy vgg16
Last synced: 31 Oct 2024
https://github.com/nature1995/ai-toxic-content-classification-in-django
A Quora question toxic content Classification model with Django applicaiton
django keras pytorch quora quora-questions toxic-comment-classification
Last synced: 15 Oct 2024
https://github.com/nature1995/dogs-vs-cats
Kaggle competition for dogs-vs-cats
Last synced: 15 Oct 2024
https://github.com/dardeep/loan-default-prediction-2
Loan Default Prediction aims to use machine learning models (Keras and PyTorch) to classify whether a loan will default or not.
credit-risk data-science keras python pytorch
Last synced: 24 Oct 2024
https://github.com/tanujakoppolu/tanujakoppolu-voice-emotion-detector
HCL-SATHYABAMA-MINI-PROJECT
deep-learning emotion-detection kaggle keras lstm-neural-network python-library python3
Last synced: 24 Oct 2024
https://github.com/williyam-m/flipkart_grid_6_0
Flipkart Grid 6.0 (Robotics)
cnn django keras machine-learning ocr opencv pytesseract python sqlite tensorflow tesseract
Last synced: 24 Oct 2024
https://github.com/bniladridas/age-pred
Lets you predict the ages from photos.
deep-learning jupyter-notebook keras python
Last synced: 24 Oct 2024
https://github.com/sirbubbls/condense
This module provides pruning method implementations for artificial neural networks.
keras learning machine pruning python tensorflow
Last synced: 14 Oct 2024
https://github.com/stevewyl/chunk_segmentor
Word Segmentaor with Noun Phrase based on HanLP
Last synced: 14 Oct 2024
https://github.com/sofiia-chorna/deep-learning
Deep Learning Course, IP Paris, 2024
deep-learning keras mlp python pytorch rnn
Last synced: 24 Oct 2024
https://github.com/gabrafo/intro-dl-rn
Repositório dedicado ao curso de Introdução às Redes Neurais e Deep Learning da Universidade Federal de Lavras (UFLA).
keras machine-learning neural-networks
Last synced: 24 Oct 2024
https://github.com/kushrm2803/mnist_gan
Generative Adversarial Network (GAN) to generate handwritten digits similar to those in the MNIST dataset
ann cnn deep-learning keras mnist tensorflow
Last synced: 24 Oct 2024
https://github.com/priyapuranik/shoe-classification_using-cnn
A deep learning project that classifies different types of shoes using Convolutional Neural Networks (CNNs) based on image data.
cv2 deep-learning keras matplotlib-pyplot python tensorflow
Last synced: 24 Oct 2024
https://github.com/sisolieri/cnn-cifar10-classification
Classification of CIFAR-10 images using a CNN model as part of my Master's in Data Science. 12 experiments were conducted to improve accuracy, achieving 90.7% with data augmentation. Future work focuses on refining transfer learning techniques.
cifar10 cnn-classification convolutional-neural-networks data-augmentation deep-learning image-classification keras machine-learning python tensorflow transfer-learning
Last synced: 24 Oct 2024
https://github.com/wkambale/keras_gemini
A Python package that combines the power of Keras with Gemini for natural language-driven neural network building.
Last synced: 24 Oct 2024
https://github.com/hossein-cod/deep-learning-for-training
Analysi hear disease data set with deep learning
accuracy chart jupyter keras matplotlib numpy pandas py python sklearn tensorflow
Last synced: 11 Oct 2024
https://github.com/olk/mnist-performance
performance test of MNIST hand writings usign MXNet + TF
classification gluon horovod keras mirrored-strategy mnist model-parallelism multi-gpu multi-gpu-training mxnet python tensorflow
Last synced: 15 Oct 2024
https://github.com/machinecyc/sideprojects
Basic conception of loss function, dimension reduction, transfer learning, image classification.
autoencoder-mnist center-loss kaggle keras mnist-dataset regression side-project tensorflow transfer-learning triplet-loss
Last synced: 15 Oct 2024
https://github.com/rahul-vinay/sentimentlens
A sentiment analysis model using Bidirectional LSTM, Attention Mechanism and pre-trained GloVe embeddings, implemented with Keras.
attention-mechanism data-science keras lstm-neural-networks natural-language-processing python pytorch sentiment-analysis text-classification
Last synced: 24 Oct 2024
https://github.com/knightkun77/image_classification_project
Image Classification Using Python
keras machine-learning matplotlib numpy opencv python tensorflow tikinter
Last synced: 24 Oct 2024
https://github.com/fedesgh/ann_regression_for_house_price_using_keras_tuner
ANN model optimized with keras tuner
Last synced: 24 Oct 2024
https://github.com/dsrichard97/finmodeling
captured live financial data and fine tuning price prediction
keras keras-tensorflow price price-prediction tensorflow
Last synced: 06 Nov 2024
https://github.com/r-papso/face-recognizer
Face recognition demo application
deep-learning face-recognition keras python tensorflow
Last synced: 06 Nov 2024
https://github.com/cliffordnwanna/fashion_mnist_classifier
This project implements a neural network to classify fashion items from the Fashion MNIST dataset using Keras and TensorFlow. The web app allows users to upload images and receive predictions on the type of fashion item, such as shirts, trousers, and more.
artificial-neural-networks computer-vision convolutional-neural-networks deep-learning fashion-mnist-dataset keras machine-learning streamlit tensroflow
Last synced: 24 Oct 2024
https://github.com/rafalschmidt97/rnn-practice
Time to learn some machine learning baby 🤖
keras ml pandas python recurrent-neural-networks tensorflow
Last synced: 06 Nov 2024
https://github.com/nickklos10/concrete-compressive-strenght-prediction
This project predicts concrete compressive strength using a neural network regression model built with Keras.
jupyter-notebook keras matplotlib numpy pandas python scikit-learn
Last synced: 24 Oct 2024
https://github.com/ksasi/dog-breed-classifier
Dog Breed Classifier
cnn cnn-classification computer-vision deep-learning deep-neural-networks keras keras-neural-networks machine-learning numpy pandas python scikit-learn
Last synced: 15 Oct 2024
https://github.com/sanjanahombal/sentiment-analysis-using-neural-networks
This project explores sentiment analysis using neural networks
convolutional-neural-networks countvectorizer deep-learning keras matplotlib neural-network numpy python tensorflow tfidf-vectorizer
Last synced: 31 Oct 2024
https://github.com/aghabeiki/keras-predict
A Node.JS Native add-ons to run Keras trained model.
cpp17 keras ml napi nodejs prediction
Last synced: 03 Nov 2024
https://github.com/mpoojithavigneswari/sentiment-analysis
The primary goal of this project is to build a sentiment analysis model that can predict the sentiment of a given review (positive or negative).
deep-learning keras machine-learning nlp python rnn-lstm scikit-learn tensorflow
Last synced: 10 Oct 2024
https://github.com/musty-ess/traffic-sign-recognition-with-tensorflow-ai
This project implements a neural network using TensorFlow to classify images of traffic signs from the German Traffic Sign Recognition Benchmark (GTSRB) dataset.
ai artificial-intelligence autonomous-driving computer-vision convolutional-neural-networks deep-learning image-classification image-processing keras machine-learning neural-network opencv python supervised-learning tensorflow traffic-sign-detection traffic-sign-recognition
Last synced: 24 Oct 2024
https://github.com/jayita11/ann-classification-customer-churn-prediction
The project predicts bank customer churn using an Artificial Neural Network (ANN). It includes data preprocessing, model training with TensorFlow and Keras, and deployment via a Streamlit app. The model's performance is visualized using TensorBoard, showcasing effective machine learning techniques for customer retention.
artificial-neural-networks customer-churn deep-learning keras machine-learning python streamlit tensorflow
Last synced: 03 Nov 2024
https://github.com/khruthwik/potato-disease-classification
Potato Disease Classification - Training, Rest APIs, and Frontend to test.
convolutional-neural-networks deep-learning docker fastapi flask javascript keras keras-tensorflow python pytorch reactjs scikit-learn tensorflow
Last synced: 01 Nov 2024
https://github.com/maxstrange/scifi-titles
Neural Networks to make Scifi Book Titles
ai keras machine-learning recurrent-neural-networks scifi
Last synced: 19 Oct 2024
https://github.com/burcgokden/sentencepiece-tokenizer-wrapper-for-pldr-llm
A framework for building Sentencepiece tokenizer from a dataset
bpe deep-learning keras large-language-models llm machine-learning natural-language-processing pldr-llm sentencepiece tensorflow tokenizer transformer unigram
Last synced: 01 Nov 2024
https://github.com/geo-tp/image-ocr
Continuity of keras-ocr to work with the latest versions of python. A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.
ai character image keras ocr recognition
Last synced: 26 Sep 2024
https://github.com/zakirangwala/emotion-classifier
The model classifies seven emotions: Anger, Contempt, Disgust, Fear, Sadness, Happy, and Surprise, using an ensemble of pre-trained VGG16, ResNet50, and InceptionV3 models. For a demonstration, refer to app.py, which constructs a Gradio app and integrates with Spotify to offer playlists tailored to each detected emotion.
artificial-intelligence gradio jupyter-notebook keras opencv python tensorflow
Last synced: 26 Sep 2024
https://github.com/shreenidhi7700/handwritten-digit-recognition-using-machine-learning-artificial-and-convolutional-neural-network
Classify a given image of handwritten digit into one of the 10 classes representing integer values from 0 to 9 using Machine and Deep learning algorithms, and compare between various models and find the classifier that works best for our project problem.
convolutional-neural-networks jupyter-notebook keras python3 tensorflow
Last synced: 10 Oct 2024
https://github.com/lakshitalearning/codsoft
Machine Learning Projects - CODSOFT Internship: This repository showcases my machine learning projects completed during my internship at Codsoft. It demonstrates my skills in developing innovative solutions using various ML techniques and tools.
churn-prediction codsoft codsoftinternship deep-learning handwritten-text-recognition internship-project keras machine-learning python rnn-tensorflow scikit-learn spam-detection
Last synced: 03 Nov 2024
https://github.com/minhosong88/cnns_food_classification
This project focuses on using Convolutional Neural Networks (CNNs) to classify food images from the Food-11 dataset.
adam-optimizer cnn-classification keras neural-network optimization python relu selu tensorflow
Last synced: 03 Nov 2024
https://github.com/matimortari/shakespeare
Train and generate a Shakespeare-based text using an LSTM (Long Short-Term Memory) model.
keras lstm neural-network numpy python shakespeare tensorflow
Last synced: 03 Nov 2024
https://github.com/ashishtukaral/sign-language-recognition-using-ai
A real-time Sign Language Recognition system using AI to translate hand signs into text and speech, enhancing communication for individuals with hearing impairments. This web application leverages neural networks and computer vision to provide accurate and accessible translation.
ann classification cnn computer-vision deep-learning flask keras machine-learning matplotlib neural-network numpy oops opencv pandas python3 tensorflow
Last synced: 03 Nov 2024
https://github.com/md-emranhossen/potato-disease-classification
Potato Disease Classification - Training, Rest APIs, and Frontend to test.
cnn-classification cnn-keras convolutional-neural-networks deep-learning keras keras-tensorflow python3 tensorflow
Last synced: 10 Oct 2024
https://github.com/r1j1t/reinforcement_learning_project
Reinforcement learning implementation for 2 very popular games namely Pong and cartpole via Deep Q learning and Policy gradient
cartpole-v1 keras openai-gym policy-gradient pong q-learning reinforcement-learning
Last synced: 19 Oct 2024
https://github.com/lucko515/dog-application
The dog application is the part of @Udacity Artificial Intelligence Nanodegree. Here I am implementing CNN in Keras to classify dog breeds.
aind artificial-intelligence convolutional-neural-networks dog-breed keras transfer-learning
Last synced: 15 Oct 2024
https://github.com/priyanshu501/news_article_classification_using_nlp_and_deep_learning
This project leverages Natural Language Processing (NLP) techniques and deep learning to classify news articles into different categories.
classification data-science deep-learning keras lstm machine-learning nlp python
Last synced: 11 Oct 2024
https://github.com/najdbinrabah/deep-learning-with-tensorflow-and-keras
This project centers on recognizing emotions from audio data, utilizing feature extraction and assessing LSTM and 1D CNN effectiveness.
1d-convolutional-neural-network chroma-features convolutional-neural-networks data-science deep-learning feature-extraction keras librosa long-short-term-memory-network machine-learning mel-frequency-cepstral-coefficients mel-spectrogram python recurrent-neural-networks tensorflow
Last synced: 01 Nov 2024
https://github.com/jeffersonlicet/ml-titles-classification
💪 Public Leaderboard Top 10% - 0.89546 #MeliDataChallenge MercadoLibre Data Challenge
keras machine-learning nlp tensorflow
Last synced: 15 Oct 2024
https://github.com/gilevatanya/yandex-practicum-projects
Кейсы решенные на курсах Яндекс Практикума.
bert bootstrap catboost keras lightgbm matplotlib nltk numpy pandas postgresql python pytorch scikit-learn scipy seaborn sql
Last synced: 15 Oct 2024
https://github.com/shohail-dev/ai-medical-model
keras matplotlib numpy pandas pyplot scipy sklearn-metrics tensorflow
Last synced: 15 Oct 2024
https://github.com/hotequil/fish_classification
Identify the fish specie with Machine Learning.
classification fish keras numpy python tensorflow
Last synced: 15 Oct 2024
https://github.com/coderzc/machine_learning
Machine Learning
cnn keras knn linear-regression machine-learning tensorflow
Last synced: 15 Oct 2024
https://github.com/saravanabalagi/keras_tensorboard_starter
Starter project for Keras with Tensorboard logging
keras tensorboard tensorflow tensorflow2
Last synced: 15 Oct 2024
https://github.com/jaidevd/ipec-fdp
cuda hpc keras mapreduce numba spark tensorflow
Last synced: 15 Oct 2024
https://github.com/amber-abuah/rnn-poem-generation
A Recurrent Neural Network that can infinitely generate poetry. Trained using Tensorflow & Python.
generative-ai generator gradio keras machine-learning python recurrent-neural-networks rnn rnn-tensorflow tensorflow
Last synced: 03 Nov 2024
https://github.com/r1j1t/transfer-learning
Use of transfer learning to overcome the challenges of a small dataset in the prediction of Pneumonia from chest X-rays
callback dataset kaggle keras pneumonia transfer-learning
Last synced: 19 Oct 2024
https://github.com/wassimhd/faceemotionrecognitioncnn
cnn-classification data-science deeplearning keras opencv python tensorflow
Last synced: 24 Oct 2024
https://github.com/aniketmaurya/tf_assist
Deep Learning library on top of Tensorflow for fast prototyping
deep-learning keras tensorflow
Last synced: 20 Oct 2024
https://github.com/trident09/neural-network-mnist
Mnist dataset number recognition models
Last synced: 24 Oct 2024
https://github.com/fordaj/lowpy
LowPy is a high level GPU simulator of low level device characteristics in machine algorithms.
Last synced: 20 Oct 2024
https://github.com/arif-miad/image-classification
pre-trained image classification models use prior knowledge to recognize patterns in images, speeding up training and improving accuracy.
computer-vision deep-neural-networks kaggle-dataset keras python pytorch resnet-50 tensorflow transfiterlearning vgg19
Last synced: 24 Oct 2024
https://github.com/shreenidhi7700/rice-leaf-disease-prediction-using-convolutional-neural-network
Classifying images of rice leaf disease plants into various disease categories using Convolutional Neural Network
convolutional-neural-networks efficientnet inceptionv3 jupyter-notebook keras machine-learning matplotlib numpy os python resnet50 seaborn shutil-python tensorflow transfer-learning xception
Last synced: 03 Nov 2024
https://github.com/melihemin/tumor-segmentation
Deep learning model to detect stroke symptoms using Keras UNet
Last synced: 03 Nov 2024
https://github.com/ayulockin/humain_faceless
Detect faces in an image and give prediction about the age, ethnicity and emotion of that face.
deeplearning face-detection image-processing keras mtcnn-face-detection multiclass-classification multilabel-classification opencv tensorflow
Last synced: 28 Oct 2024
https://github.com/jyotivishal74/handwritten-digit-recognition-using-ml-and-dl
Handwritten Digit Recognition
convolutional-neural-networks deep-learning handwritten-digit-recognition keras knn machine-learning mnist-classification python-3-5 random-forest svm-model tensorflow theano
Last synced: 12 Oct 2024
https://github.com/x-raylaser/keras-auto-hwr
A micro-framework for building a handwritten text recognition (HTR) system
ctc-loss deep-learning deep-learning-framework handwritten-text-recognition keras lstm machine-learning tensorflow
Last synced: 06 Nov 2024
https://github.com/prayash/deep-learning
Lessons in ML
deep-learning keras neural-networks python
Last synced: 06 Nov 2024
https://github.com/tikam02/ml_practices
Machine Learning Side Projects and Guides
deep-learning keras machine-learning matplotlib neural-network tensorflow
Last synced: 01 Nov 2024
https://github.com/amiriiw/digit_classification
Welcome to the Digit Classification Project! This project focuses on training a model to classify handwritten digits and using the trained model to predict digits from new images.
digit-classification keras mysql mysql-database numpy os sklearn tensorflow
Last synced: 03 Nov 2024
https://github.com/ledsouza/deep-learning-noticias
Este projeto visa construir dois modelos de Machine Learning: um para classificar notícias em diferentes categorias e outro para realizar o autocomplete de texto, prevendo a próxima palavra em uma frase. O conjunto de dados fornecido consiste em notícias de um site de notícias, já pré-processadas e armazenadas em um arquivo CSV.
deep-learning keras machine-learning python scikit-learn tensorflow
Last synced: 10 Oct 2024
https://github.com/adirthaborgohain/all-you-need-to-know-about-seq2seq-models
A comprehensive study on different architectures of neural network models to handle sequence input and output data (seq2seq).
encoder-decoder keras lstm natural-language-processing neural-network nlp rnn seq2seq
Last synced: 23 Oct 2024
https://github.com/dl0312/19_system_programming_cse4100
💻 19 Sogang Univ System Programming(CSE4100-02)
Last synced: 25 Oct 2024
