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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/ashad001/climate-gemma

Fine-tune the Gemma2B language model on a climate-related question-answer dataset to improve its domain-specific knowledge using LoRA (Low Rank Adaptation).

climate fine-tuning gemma-2b keras keras-nlp llm lora machinelearning nlp question-answering

Last synced: 08 Jan 2025

https://github.com/vermavinay982/age-gender-classifier-vggface

Age prediction by classification instead of regression to find age specific features. Trained on 22k images scraped from Wikipedia.

computer-vision deep-learning keras machine-learning

Last synced: 17 Dec 2024

https://github.com/nazanin1369/keras-transfer-learning

VGG, RasNet and Inception architectures transfer learning

keras rasnet transfer-learning vggnet

Last synced: 10 Nov 2024

https://github.com/gallo13/pattern-rec-neural-networks-image-classification_2

Image Classification with Convolutional Neural Networks: Imablance, Performance Evaluation, Ensembling (Final 2)

cnn convolutional-neural-networks ensemble-machine-learning image-classification image-processing jupyter-notebook keras tensorflow

Last synced: 26 Jan 2025

https://github.com/sminerport/imdbsentimentclassifier

A sentiment analysis model trained on the IMDb Movie Reviews Dataset to classify reviews as positive or negative. This project uses a Bidirectional LSTM with GloVe embeddings, batch normalization, and regularization to improve accuracy and generalization. Includes data preprocessing, model training, and evaluation.

bidirectional-lstm deep-learnning git-lfs glove imdb-dataset keras lstm machine-learning movie-review-app natural-language-processing nlp opinion-mining python sentimental-analysis tensorflow text-classification

Last synced: 04 Jan 2025

https://github.com/marcelo-earth/fashionitem-classifier

πŸ‘šβš™οΈ A fashion-item classifier developed with TensorFlow 2.0.0

keras neural-networks python tensorflow2

Last synced: 22 Jan 2025

https://github.com/malwarebo/carcinet

Basic breast cancer detection using Machine Learning

deep-learning keras machine-learning matplotlib numpy python3 scipy tensorflow

Last synced: 07 Jan 2025

https://github.com/khaymanii/dog_vs_cat_classification_system

This model was built using Python and Transfer Learning Algorithm, it is used to classify an animal as either dog or cat

keras python tensorflow transfer-learning

Last synced: 21 Jan 2025

https://github.com/vermavinay982/feature-map-visualizer-grad-ascent

What a neural network captures? The filter and feature-maps can be visualized with any image to test with.

cnn deep deep-learning dl feature filter keras maps neural-network opencv python tensorflow

Last synced: 17 Dec 2024

https://github.com/rusiruchapana/blood-group-prediction

Creating a machine learning project to predict blood groups from fingerprint patterns

asp-net-web-api keras matplotlib numpy opencv-python pandas pillow scikit-learn tensorflow

Last synced: 21 Jan 2025

https://github.com/vsoch/repo2docker-keras

a repo2docker image with keras installed along tensorflow

docker forward keras repo2docker tensorflow

Last synced: 28 Jan 2025

https://github.com/vsoch/keras-r

simple container with R wrapper for Keras neural network library

container docker keras keras-r rstudio-keras

Last synced: 28 Jan 2025

https://github.com/ziobrowskipiotr/dog_breed_detection_model

This project focuses on fine-tuning the YOLOv8n model for detecting and classifying 120 different dog breeds using a custom dataset.

keras object-detection opencv pytorch tensorflow yolo

Last synced: 11 Jan 2025

https://github.com/swift-earth-science/cris-xco-ml

Fast Carbon Monoxide Column (XCO) Estimation from Cross-track Infrared Sounder (CrIS) Observations Using Machine Learning

air-quality carbon-monoxide cris earth-observation earth-science jupyter-notebook keras machine-learning python remote-sensing tensorflow xco

Last synced: 13 Jan 2025

https://github.com/kamakshi4023/brain-tumour-detection

ML based project which uses various techniques to build a hybrid model for identifying brain tumour in MRI images

jupyter-notebook keras machine-learning ml numpy python seaborn sklearn sklearn-metrics tensorflow

Last synced: 09 Oct 2024

https://github.com/abhishtagatya/google-trends-predict-covid

🦠 Using Google Trends Data to Predict Covid-19 Cases in Indonesia

covid-19 google google-trends keras lstm

Last synced: 18 Jan 2025

https://github.com/nrubin29/3d-or-not

Determine if the object in a given image is 3D printed or not.

classifier keras keras-js react

Last synced: 20 Jan 2025

https://github.com/darraghdog/fish

Kaggle - The Nature Conservancy :fish:

cnn deep-neural-networks kaggle-competition keras region-detection yolo2

Last synced: 20 Dec 2024

https://github.com/meetptl04/imagestyletranfer

This project demonstrates how to apply neural style transfer using TensorFlow and a pre-trained VGG19 model. The goal is to combine the content of one image with the style of another to create a stylized image. The repository includes code for image processing, loss computation, style transfer, and visualization

image-processing jupyter-notebook keras matplotlib tenserflow

Last synced: 21 Dec 2024

https://github.com/snehilsanyal/traffic_sign_detection_gtsrb

Notebook and model for German Traffic Sign Recognition Benchmark (GTSRB) Dataset. The notebook contains an extensive EDA for the dataset and trains a CNN classifier on the benchmark.

cnn computer-vision deep-learning gtsrb keras traffic-sign-detection

Last synced: 04 Feb 2025

https://github.com/uea-geral/rna-garbage-classification

πŸ—‘Domestic Garbage Classification built in Python and Keras

cnn garbage-classification jupyter keras python

Last synced: 11 Oct 2024

https://github.com/den1ksk/digit-recognizer

Kaggle competition

cv kaggle keras mnist pytorch

Last synced: 04 Feb 2025

https://github.com/fuzailpalnak/ml_training

CNN Semantic SegmentationTraining Keras

keras semantic-segmentation

Last synced: 16 Jan 2025

https://github.com/toelt-llc/course-virtuous-ml-lecture

Material for the course given in the VIRUOUS H2020 Project on fundamentals of machine learning and neural networks.

keras machine-learning teaching tensorflow

Last synced: 29 Dec 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 Dec 2024

https://github.com/vermavinay982/autoencoder-super-resolution

Experiment to enhance image resolutions without GANs by using autoencoder. Input being a small image.

autoencoder deep-learning keras resolution

Last synced: 17 Dec 2024

https://github.com/toelt-llc/course-supsi-lectures-2022

This repositories contains the material for 4 lectures given at the Italian university of applied science in Switzerland.

deep-learning keras teaching

Last synced: 29 Dec 2024

https://github.com/abhaskumarsinha/corpus2gpt

Corpus2GPT: A project enabling users to train their own GPT models on diverse datasets, including local languages and various corpus types, using Keras and compatible with TensorFlow, PyTorch, or JAX backends for subsequent storage or sharing.

attention-mechanism jax keras large-language-models llm llm-inference llm-training python3 pytorch tensorflow

Last synced: 21 Jan 2025

https://github.com/yashk2810/cifar-10

Applying CNN on CIFAR-10

cifar10 convolutional-neural-networks keras

Last synced: 17 Dec 2024

https://github.com/shibam120302/plant_deseases_prediction

Plant disease forecasting is a management system used to predict the occurrence or change in severity of plant diseases. At the field scale, these systems are used by growers to make economic decisions about disease treatments for control.

keras numpy opencv python

Last synced: 21 Jan 2025

https://github.com/mohammad95labbaf/brain-tumor-transferlearning

The Brain Tumor MRI Dataset from Kaggle is employed for automated brain tumor detection and classification research. Investigated methods include using pre-trained models (VGG16, ResNet50, and ViT). πŸ§ πŸ”

cnn cnn-keras deep-learning deep-neural-networks deeplearning kaggle-dataset keras keras-tensorflow neural-network neural-networks pretrained-models resnet-50 transfer-learning tumor-classification tumor-detection vgg16 vision vision-transformer vit

Last synced: 13 Jan 2025

https://github.com/aaaastark/accelerometer-sensors-analysis

Time Series Analysis: Accelerometer Sensors of Object Inclination and Vibration. Time Series Analysis by using different (State of Art Models) Machine and Deep Learning. Recurent Neural Network with CuDNNLSTM Model, Convolutional Autoencoder, Residual Network (ResNet) and MobileNet Model.

accelerator accelerometer convolutional-autoencoder cudnnlstm inclination keras markov-transition-fields matplotlib moblienet pandas python recurrent-neural-network residual-network sensor sensors-data-collection skleran tensorflow time-series-analysis vibration-analysis vibration-sensor

Last synced: 15 Jan 2025

https://github.com/wesdoyle/mnist-paint

Vanilla JS + TensorFlow paint with MNIST hand-written digit classification

cnn keras mnist-handwriting-recognition ocr-recognition tensorflow

Last synced: 28 Jan 2025

https://github.com/simranjeet97/machine-learning

How to Setup Machine Learning Environment in Your PC or Laptop ? How to install Machine Learning Libraries ? How to Build ML Models, Algorithms and Other Stuff ??Your all Questions are answer here !!!!

algorithm deep-learning environment-configuration keras libraries machine-learning numpy pandas scipy tensorflow

Last synced: 14 Jan 2025

https://github.com/vasukalariya/natural-scene-text-detection-and-recognition

It is based on the concept of Natural Scene Text Detection and Recognition used to extract texts from the images.

cnn image-processing keras opencv-python recognition text-detection

Last synced: 21 Jan 2025

https://github.com/vermavinay982/autoencoder-image-denoising

Random Noise removal from image, It can be used to enhance CCTV or photographs having Distortion, ISO Noise.

anomaly-detection deep-learning keras machine-learning tensorflow

Last synced: 17 Dec 2024

https://github.com/arrrsunny/blockyai

This is the educational project that allow user to build up their own AI model with various blocks:

ai blocks keras python3 tensorflow

Last synced: 21 Dec 2024

https://github.com/belajarqywok/tebakaja_cryptocurrency

provides accurate and scalable cryptocurrency forecasts by integrating advanced techniques, ensuring reliable predictions for informed decisions.

cython fastapi forecasting gcc-complier huggingface keras tensorflow

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: 20 Jan 2025

https://github.com/arvinsingh/ml-and-dl

Machine Learning and Deep Learning projects on various datasets.

cnn deep-learning keras machine-learning object-recognition

Last synced: 13 Jan 2025

https://github.com/capellax02/face-age-expression-detector

My first AI project for estimating age and recognizing facial expressions. UTKFace and FER-2013 datasets were used as well as some popular Python libraries like OpenCV, TensorFlow, and Keras.

ai fer-2013 keras tensorflow utkface

Last synced: 26 Jan 2025

https://github.com/bunyaminyavuz/mnistdenoisingandclassification

A comprehensive project demonstrating the effects of noise on MNIST digit classification and the improvements achieved using denoising techniques. Includes data preprocessing, model training, and visualization using Streamlit.

classification data-augmentation deep-learning denoising image-processing keras machine-learning mnist neural-networks noise-reduction python streamlit tensorflow

Last synced: 30 Dec 2024

https://github.com/ansub/mask-detection

A Mask Detection Application using Keras/TensorFlow and OpenCV.

keras numpy opencv python tensorflow

Last synced: 21 Dec 2024

https://github.com/frostbyte012/apni_mitra

A Deep Learning Model that instantly recognizes your emotions and mental health using deep learning neural network libraries and suggests whether a person is annoyed, happy, neutral, depressed, and sad and suggests whether necessary steps should be taken to help them or not.

keras keras-tensorflow opencv-python python tensorflow tensorflow-examples tensorflow2

Last synced: 21 Dec 2024

https://github.com/gabrielsantoslima/fine-tuning-cnns-example

πŸ§ͺAn example of Fine-Tuning of CNN models using Keras and Tensorflow.

cnns fine-tuning keras machine-learning tensorflow

Last synced: 28 Dec 2024

https://github.com/aromoh/sentiment-analysis-cnn

Project developed in Python 3.5 making use of Keras library (using TensorFlow as backend) to make a model capable of predicting sentiment polarity associated with Spanish tweets.

analisis-sentimiento cnn keras keras-language-modeling keras-tensorflow nlp sentiment-analysis sentimental-analysis

Last synced: 03 Feb 2025

https://github.com/konyd/deepqlearning-cartpole

This repository implements a Deep Q-Learning algorithm to train an agent to balance a pole on a cart using the CartPole-v1 environment from Gymnasium. The project includes a TensorFlow-based neural network, epsilon-greedy exploration, experience replay, and visualization of the trained agent's performance.

deep-learning deepq-learning gymnasium keras python tensorflow

Last synced: 26 Jan 2025

https://github.com/md-emon-hasan/learn-deep_learning

A repository containing resources and tutorials for learning deep learning concepts and implementations using Python, TensorFlow, and Keras.

churn-prediction data-science deep-learning keras neural-network tensorflow tensorflow-keras

Last synced: 13 Jan 2025

https://github.com/ariyaarka/plant-disease-detection-app

A beginner level plant disease detection model. It primary works for 3 diseases which is Corn(maize)Common_rust, Potato_Early_blight and TomatoBacterial_spot

cnn datascience deep-learning keras machine-learning python tensorflow

Last synced: 12 Oct 2024

https://github.com/michael1ding/siim-melanoma-classification

Kaggle machine learning competition classifying lesions as benign or malignant melanomas.

convolutional-neural-networks keras python siim-melanoma-classification

Last synced: 01 Feb 2025

https://github.com/michael1ding/melanoma-camera-classification

Use custom built and converted hdf5 -> tflite model to classify skin lesion malignity with camera engine built into app.

android-studio image-classification keras kotlin-android melanoma-detection tensorflow

Last synced: 01 Feb 2025

https://github.com/danibcorr/streamlit-sales-suite

πŸ“Š An all-encompassing web platform for data analysis and visualization, powered by Streamlit, complemented by an automated item classifier that streamlines the process of label assignment.

data-analysis data-science data-scraping data-visualization deep-learning insights keras machine-learning mlflow mlops numpy pandas plotly python sales sales-analysis streamlit streamlit-dashboard tensorflow

Last synced: 21 Jan 2025

https://github.com/mounishvatti/machine-learning

Neural Networks, TensorFlow, Keras, Natural Language Processing

algorithms keras machine-learning natural-language-processing neural-networks tensorflow

Last synced: 21 Dec 2024

https://github.com/aajanki/kalevala-rnn

Recurrent neural network imitates Kalevala

char-rnn keras neural-network tensorflowjs text-generation

Last synced: 08 Jan 2025

https://github.com/yinguobing/efficientdet-runner

ζ‰§θ‘ŒEfficientDetζ¨‘εž‹ζŽ¨ζΌ”ηš„ζœ€ε°δ»£η ζ¨‘ε—

efficientdet keras tensorflow

Last synced: 14 Nov 2024

https://github.com/easonlai/correctly_face_masked_recognition

This is a code sample repository for using Convolutional Neural Network (CNN) to build an image classification model to recognition people are correctly wearing the face mask or not.

cnn cnn-classification cnn-keras face-mask face-mask-classification face-mask-detection face-masks keras keras-tensorflow python python3 tensorflow tensorflow2

Last synced: 08 Jan 2025

https://github.com/abhinavsharma07/hand_gesture_recognition-deep_learning

The objective of this project is to recognize hand gestures using state-of-the-art neural networks.

cnn deep-learning keras lstm modelevaluation recurrent-neural-networks rnn tensorflow

Last synced: 21 Dec 2024

https://github.com/vishalshenoy2002/digit-recognition

This a Machine Learning Project which Recognises handwritten digits .i.e. 0 to 9.

hand-written-recognition keras keras-tensorflow machine-learning python python-3 python3 tenserflow

Last synced: 13 Jan 2025

https://github.com/tushard48/brain-tumour-detection

Brain tumor detection and prediction using keras vgg-16

deep-learning flask keras machine-learning reactjs vgg16-model

Last synced: 10 Oct 2024

https://github.com/ravindramohith/find_me_out

Face recognition system using a Convolutional Neural Network (CNN) with TensorFlow and OpenCV

convolutional-neural-networks deep-learning face-recognition keras machine-learning opencv tensorflow

Last synced: 21 Dec 2024

https://github.com/anish202020/big-data-analysis-mini-project

The primary purpose of this code is to predict wind speed using an LSTM model. The model is trained on historical wind speed data to forecast future values.

keras matplotlib-pyplot numpy pandas sklearn

Last synced: 13 Jan 2025

https://github.com/florianwoelki/titanic_classification

This is a binary classification problem for the titanic dataset.

deep-learning jupyter-notebook kaggle keras machine-learning python tensorflow titanic titanic-dataset

Last synced: 27 Jan 2025

https://github.com/travelxml/tensorflow-and-keras-sentiment-analysis-using-rnn

NLP: Sentiment Analysis using TensorFlow and Keras: This project implements a Recurrent Neural Network (RNN) to classify Amazon product reviews into different sentiment categories. It leverages text preprocessing, tokenization, and model training to predict the sentiment with high accuracy.

deep-learning deep-neural-networks deeplearning keras keras-tensorflow nlp rnn rnn-tensorflow sentiment-analysis tenserflow

Last synced: 21 Dec 2024

https://github.com/kwanit1142/sars-cov-2-detection-radiology-based-multi-modal-multi-task-framework

Keras-based Implementation for "SARS-CoV-2 Detection: Radiology based Multi-modal Multi-task Framework" (Accepted in 45th IEEE EMBC 2k23)

gans keras matplotlib numpy opencv os pandas pillow scipy sklearn tensorflow transfer-learning wasserstein-distance

Last synced: 13 Jan 2025

https://github.com/johnnixon6972/resnets

Implementations of ResNet-18, ResNet-34, ResNet-50, ResNet-101, and ResNet-152 in TensorFlow 2, based on the "Deep Residual Learning for Image Recognition" paper by Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun (2015)

convolutional-neural-networks keras neural-network resnet tensorflow

Last synced: 10 Oct 2024

https://github.com/mr-dhruv/smoothy

A comprehensive pipeline for shape classification, regularization, symmetry detection, and curve completion.

cnn keras rdp tensorflow

Last synced: 21 Dec 2024

https://github.com/amirdh17/deep-learning-for-alzheimer-disease-detection-a-cnn-approach

Using CNN model, Alzheimer's disease can be detected in four classes (non, very mild, mild, moderate). Trained model is integrated into a python application which enable user to detect Alzheimer's disease by importing 3D MRI image (NIfTI format).

augmentation deep-learning jupyter-notebook keras kivy nibabel opencv-python pillow preprocessing python tensorflow

Last synced: 11 Jan 2025

https://github.com/gappeah/binance-crypto-prediction-and-analysis

This project leverages the Binance API to acquire real-time data for Bitcoin (BTC) and Ethereum (ETH). The data is then used to train a Long Short-Term Memory (LSTM) neural network model for predicting cryptocurrency prices.

api binance cryptocurrency keras machine-learning neural-networks python tensorflow

Last synced: 07 Jan 2025

https://github.com/bhuvan588/microsoft-stock-price-prediction-using-lstm

Univariate Stock price prediction using LSTM (Long Short Term Memory).

deep-learning keras lstm rnn stock-price-prediction tensorflow

Last synced: 21 Dec 2024

https://github.com/raihan4520/cvpr

Jupyter Notebook projects in Python coded during my Computer Vision and Pattern Recognition course at AIUB, focusing on core computer vision techniques.

computer-vision convolutional-neural-network emotion-detection face-mask-detection jupiter-notebook keras matplotlib numpy opencv pandas python tensorflow

Last synced: 14 Nov 2024

https://github.com/akash-nath29/image-classifier

A Machine Learning Model capable to detect person's mood (happy or sad) from image

deep-neural-networks dnn keras keras-neural-networks keras-tensorflow machine-learning tensorflow tensorflow-models

Last synced: 20 Dec 2024

https://github.com/raghavendranhp/credit_card_fraud_detection

This repository contains code for a credit card fraud detection model using autoencoders and logistic regression, achieving 95.3% accuracy.

anomaly-detection autoencoder-neural-network credit-card-fraud data keras logistic-regression machine-learning preprocessing tensorflow

Last synced: 07 Jan 2025

Keras Awesome Lists
CV-pretrained-model 103 awesome-tensorlayer 51 Awesome-Tensorflow2 105 awesome-keras 46 TensorFlow-Guide 819
Keras Categories
Model πŸ’›πŸ’›πŸ’›πŸ’›πŸ’›<a name="Model" /> 54 Reinforcement Learning Learning Resources 43 Distributed Computing Tools, Libraries, and Frameworks 39 C/C++ Learning Resources 34 Other πŸ’›πŸ’›πŸ’›πŸ’›πŸ’›<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 Projects πŸ’›πŸ’›πŸ’›πŸ’›πŸ’›<a name="Projects" /> 20 Swift Tools and Frameworks 20 Computer Vision Tools, Libraries, and Frameworks 20 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