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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/lukaszbinden/ml-playground

Playground project for machine learning with keras

keras machinelearning neural-networks python tensorflow

Last synced: 25 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/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/vfdev-5/nn_tests

Neural Network tests

deep-learning keras

Last synced: 28 Oct 2024

https://github.com/p-baleine/qanet-tensorflow

An implementation of QANet with Tensorflow and Keras.

keras nlp squad tensorflow

Last synced: 18 Oct 2024

https://github.com/hackintoshrao/behavioral-cloning

Training a car game to self drive using the training data obtained from playing the game.

convolutional-neural-networks deep-learning keras neural-networks

Last synced: 26 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

deep-learning keras

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/dwija12903/ai-lab

A collection of practical implementations from my AI Labs course

keras numpy sckit-learn tensorflow

Last synced: 31 Oct 2024

https://github.com/nancyhamdan/24hdsc-2023

Predicting the stage of Dementia in Alzheimer patients using MRI brain scans

alexnet convolutional-neural-networks deep-learning keras neural-networks tensorflow

Last synced: 06 Nov 2024

https://github.com/stevewyl/chunk_segmentor

Word Segmentaor with Noun Phrase based on HanLP

chunking keras segmentation

Last synced: 14 Oct 2024

https://github.com/hossein-cod/practicing-deep-learning

with keras data set we load a data base and train our machine for test

deep deep-learning jupyter-notebook keras machine-learning matplotlib numpy py python sklearn tensorflow

Last synced: 09 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/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/nancyhamdan/demil-degree-prediction

Predicting the Demilitarization Degree Required for Military Items

deep-learning exploratory-data-analysis keras multiclass-classification

Last synced: 06 Nov 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/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.

gemini keras package python3

Last synced: 24 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/fedesgh/ann_regression_for_house_price_using_keras_tuner

ANN model optimized with keras tuner

keras keras-tuner

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/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/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/vachanvy/detr

Simplifying Object detection. DEtection TRansformer (DETR) in JAX. (To be Tested)

computer-vision deep-learning detr jax keras keras-jax neural-network object-detection transformer

Last synced: 06 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/vachanvy/attention-is-all-you-need

A beginner's guide to Transformers and Language Models in Tensorflow/Keras

attention-is-all-you-need attention-mechanism keras language-model neural-network python transformer transformers

Last synced: 06 Nov 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/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/hotequil/fish_classification

Identify the fish specie with Machine Learning.

classification fish keras numpy python 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/trident09/neural-network-mnist

Mnist dataset number recognition models

keras mnist scratch

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/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/fordaj/lowpy

LowPy is a high level GPU simulator of low level device characteristics in machine algorithms.

keras python tensorflow

Last synced: 20 Oct 2024

https://github.com/daksh777/expressando

Expressando is a rock, paper, scissors game made using Python (TensorFlow, Keras and OpenCV)

keras keras-tensorflow machine-learning numpy opencv opencv-python tensorflow

Last synced: 11 Oct 2024

https://github.com/daksh777/sign-language-detector

A sign language detector made with TensorFlow, Keras and OpenCV

keras opencv python tensorflow

Last synced: 11 Oct 2024

https://github.com/asaficontact/stack_classifier_project

We classified Stack Overflow Python questions from 2008-2016 with Natural Language Processing and Deep Learning. Using Regular Expressions, we removed HTML tags and punctuation. We also utilized spaCy to tokenize, lemmatize and remove stop words. Using Keras, we built a 4 layered artificial neural network with a 20% dropout rate using relu and softmax activation functions. We also utilized the adam optimizer and categorical cross-entropy loss function which classified 11 tags 88% successfully.

cross-entropy-loss deep-learning deep-neural-networks keras lemmatization neural-networks object-oriented-programming pandas python3 regular-expressions relu sklearn spacy spacy-nlp stackoverflow tfidf tokenization

Last synced: 05 Nov 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/mbarbetti/calotron

:package: Transformer-based models to flash-simulate the LHCb ECAL detector

calorimeter deep-learning flash-simulation keras lhcb-experiment lhcb-lamarr machine-learning tensorflow transformer ultrafast-simulation

Last synced: 20 Oct 2024

https://github.com/haydenshively/fddb-mobilenet

an attempt at using the MobileNet architecture to detect faces in FDDB images

face-detection keras mobilenet opencv

Last synced: 14 Oct 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/dilkushsingh/facial_emotion_recognizer

Training an image classifier for detecting emotions from scratch on my own dataset.

gradio hugging-face keras opencv python resnet-50 tensorflow

Last synced: 08 Nov 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/darenr/bank-churn-rate-keras

Churn Rate on Bank dataset using Keras (binary classification). Predict whether a particular customer would be leaving the bank in the future or not.

ai churn keras machine-learning

Last synced: 23 Oct 2024

https://github.com/dl0312/19_system_programming_cse4100

💻 19 Sogang Univ System Programming(CSE4100-02)

keras machine-learning

Last synced: 25 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/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/jofaval/ionosphere

Binary Classification of Ionosphere signals at Goose Bay, Labrador in 1988

data-analysis data-science data-visualization deep-learning google-colab keras machine-learning python scikit-learn tensorflow uci xgboost

Last synced: 21 Oct 2024

https://github.com/jofaval/mnist

Computer Vision with Neural Networks for handwritten digits recognition in 1998

classification computer-vision data-science deep-learning deep-neural-networks google-colab keras matplotlib pyspark python pytorch seaborn spark tensorflow

Last synced: 21 Oct 2024

https://github.com/pierrekieffer/neuralnetworkgenerator

Test and generate the best Neural Net model based on a series of parameters

deep-learning keras neural-networks

Last synced: 26 Oct 2024

https://github.com/sonu275981/handwritten-digit-recognition-mnist

This is a machine learning model that classifies digits from 0-9 from handwritten digits.

deep-neural-networks keras mnist-classification mnist-handwriting-recognition opencv python tensorflow

Last synced: 05 Nov 2024

https://github.com/omaraflak/cartpole-dqn

Learning to "play" OpenAI's CartPole with Deep Q Network using Keras.

dqn keras neural-network openai-gym reinforcement-learning

Last synced: 31 Oct 2024

https://github.com/omaraflak/flask-keras

Simple Flask server running XOR Keras model.

flask keras machine-learning

Last synced: 31 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/haydenshively/fddb-unet

an attempt at using the UNet architecture to detect faces in FDDB images

face-detection keras opencv unet

Last synced: 14 Oct 2024

https://github.com/huangcongqing/keras

Keras学习

keras keras-tensorflow

Last synced: 28 Oct 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/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/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/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/sonu275981/photo-to-sketch-conversion-using-deep-cnn

Keras implementation of sketch inversion using deep convolution neural networks (synthesising photo-realistic images from pencil sketches)

cnn deep-learning keras keras-tensorflow machine-learning models sketch-app

Last synced: 05 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

Keras Awesome Lists
CV-pretrained-model 103 awesome-tensorlayer 51 Awesome-Tensorflow2 105 awesome-keras 46 TensorFlow-Guide 819
Keras Categories
Model 💛💛💛💛💛<a name="Model" /> 52 Reinforcement Learning Learning Resources 43 Distributed Computing Tools, Libraries, and Frameworks 40 C/C++ Learning Resources 34 Other 💛💛💛💛💛<a name="Other" /> 32 JavaScript Tools, Libraries, and Frameworks 30 NLP Tools, Libraries, and Frameworks 25 C/C++ Tools and Frameworks 25 Model Deployment library 24 R Tools, Libraries, and Frameworks 21 Python Frameworks and Tools 21 Computer Vision Tools, Libraries, and Frameworks 20 Swift Tools and Frameworks 20 Python Learning Resources 18 Distributed Computing Learning Resources 18 Projects 💛💛💛💛💛<a name="Projects" /> 18 NLP Learning Resources 17 Learning Resources for ML 16 MATLAB Learning Resources 16 Swift Learning Resources 16