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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/nixhantb/onsite-health-diagnostic-ohd

The project aids users to predict the Diseases such as cancer, pneumonia , Heart failure etc in web application. Please use the website link mentioned below.

brain-tumor-classification deep-learning diabetes-prediction disease disease-modeling disease-prediction healthcare heart-failure-prediction keras machine-learning malaria-detection pandemic pneumonia-detection project

Last synced: 14 Jan 2025

https://github.com/dpinthinker/lightning_talk_2017

This is the keynotes and demo notebook for GDG Festival 2017 Beijing Lightning Talk

keras tesorflow textclassification

Last synced: 27 Jan 2025

https://github.com/danielstankw/vgg16_xray_image_classifier

Image Classification (3 classes) using VGG-16 Deep Learning Model

covid-19 image image-classification keras tensorflow2 vgg16

Last synced: 02 Jan 2025

https://github.com/prashver/stock-price-prediction-lstm

Using Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM), this project predicts Nestle India stock prices. The dataset spans from May 18, 2018 to May 20, 2022, and results are visualized using matplotlib.

keras lstm-model matplotlib numpy pandas recurrent-neural-network

Last synced: 14 Jan 2025

https://github.com/somjit101/imdb-sentiment-lstm

A study of the use of Long Short Term Memory (LSTM) for the sentiment classification of movie reviews on the well-known IMDb website.

embedding-layer-keras imdb-dataset imdb-sentiment-analysis keras lstm sentiment-analysis

Last synced: 16 Jan 2025

https://github.com/fardinhash/neuralnetwork-architechtures-implementation

Many Neural Network architectures are there. Basically Keras applications. You can find here the structures, implementations all you need. Have fun!

cnn convolutional-neural-networks deep-learning keras keras-application keras-neural-networks machine-learning neural-network neural-network-architectures neuralnetwork nn

Last synced: 14 Jan 2025

https://github.com/samuelastech/image-classification

Create classes with Python, Tensorflow, and Keras to recognize the images you want

jupyter-notebook keras keras-models python tensorflow

Last synced: 20 Jan 2025

https://github.com/ivanch/autoseg-testing

Semi-Automatic testing data augmentation techniques for SegNet.

data-augmentation data-augmented-autoencoders keras segnet

Last synced: 05 Jan 2025

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: 26 Dec 2024

https://github.com/summergift/embedded-ml

Machine Learning on Embedded Platform.

embedded keras machine-learning

Last synced: 16 Jan 2025

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/shibam120302/image_watermarking_flask_app

We made this easier than ever using OpenCV with Python to automate watermarking multiple images

flask imagewatermakering imutils keras python tensorflow

Last synced: 21 Jan 2025

https://github.com/shibam120302/face_swap_flask_app

Face Swap is a public Python project that enables you to swap faces with someone. It can be used with photos, videos, and even a live camera.

juypter-notebook keras opencv pillow python

Last synced: 21 Jan 2025

https://github.com/shibam120302/bird_species_flask_app

Bird Species Image Classification Web App using Transfer Learning and Flask

bird flask flask-application keras procfile python

Last synced: 21 Jan 2025

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

Kaggle competition

cv kaggle keras mnist pytorch

Last synced: 04 Feb 2025

https://github.com/milankinen/c2w2c

C2W2C language model from my Master's Thesis

deep-learning deep-neural-networks keras nlp recurrent-neural-networks theano

Last synced: 19 Jan 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/djdhairya/self-driving-car

Basic Self Driving Car Model using Nvidia and Computer Vision

ai aiml computer-vision csv deep-learning jupyter-notebook keras ml nvidia python3 tensorflow

Last synced: 07 Jan 2025

https://github.com/g-eoj/cv-tl-keras

Use the cross validation functions from scikit-learn to evaluate image classification transfer learning with Keras models.

cross-validation keras numpy scikit-learn transfer-learning

Last synced: 21 Jan 2025

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

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/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/somjit101/mnist-classification-keras

A simple study on the use of Keras framework (with Tensorflow background) for a simple handwritten number image classification task with Deep Neural Networks.

adam-optimizer batch-normalization deep-learning dropout-keras grid-search hyperparameter-tuning image-classification keras mnist mnist-classification neural-network sgd-optimizer tensorflow

Last synced: 16 Jan 2025

https://github.com/samanyougarg/dl-fashion-mnist

Deep Learning on the Fashion MNIST Dataset.

deep-learning fashion-mnist keras python

Last synced: 13 Dec 2024

https://github.com/samanyougarg/dl-mnist

Deep Learning on the MNIST Handwritten Digits Dataset.

deep-learning deep-neural-networks keras mnist python tensorflow

Last synced: 13 Dec 2024

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/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/piotrlaczkowski/keras-data-processor

Data Preprocessing model based on Keras preprocessing layers that can be used as a standalone model or incorporated to Keras model as first layers.

data keras layers preprocessing tensorflow

Last synced: 09 Nov 2024

https://github.com/soumyagautam/sign-sense

Deep Learning and Neural Network based Sign Sense or 'Sign Language' to Speech converter is an desktop app which can detect hand signs in a frame and can convert them to Speech, according to their respective meaning. Opposite to this, it can also recognise your voice and can convert it to sign language.

ai cv2 dataprocessing deep-learning keras machine-learning mediapipe moviepy-library neural-network openai-whisper scikit-learn tensorflow tkinter-python

Last synced: 30 Dec 2024

https://github.com/kmedian/keras-layernorm-rnn

RNNs with layer normalization; Prep package for tensorflow/addons, see v0.8.2, and commit https://github.com/tensorflow/addons/commit/cdb43ffd7e4b89d6ce8cdadcd62fec46c7f0f7fa

keras layer-normalization recurrent-neural-network rnn rnn-keras rnn-tensorflow simplernn tensorflow

Last synced: 15 Jan 2025

https://github.com/kentaroy47/deepsort.keras

DeepSort implemented in Keras.

deepsort keras

Last synced: 27 Jan 2025

https://github.com/danmorales/fraud_detection

Modelagem para detecção de fraudes em cartáes de crédito

credit-card-fraud deep-learning deep-neural-networks fraud-detection fraud-prevention keras machine-learning python

Last synced: 27 Dec 2024

https://github.com/jp1016/imagecnn

Detect Clothings using TensorFlow

clothing keras keras-tensorflow machine-learning python tensorflow

Last synced: 03 Jan 2025

https://github.com/dineshpinto/ml-droplet-recognition

Neural network for micro-fluidic droplet LLPS recognition

biology deep-learning keras machine-learning neural-network tensorflow

Last synced: 04 Feb 2025

https://github.com/florianwoelki/mnist_fashion_cnn

This is a classification problem based on the mnist fashion dataset. I've used a CNN to classify the images.

classifier cnn fashion keras mnist numpy pandas tensorflow

Last synced: 27 Jan 2025

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/nazanin1369/keras-transfer-learning

VGG, RasNet and Inception architectures transfer learning

keras rasnet transfer-learning vggnet

Last synced: 10 Nov 2024

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/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/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/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/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/aajanki/kalevala-rnn

Recurrent neural network imitates Kalevala

char-rnn keras neural-network tensorflowjs text-generation

Last synced: 08 Jan 2025

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/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/osbm/kaggle-keras-weights-dataset

segmentation models baseline weight trained on imagenet

dataset deep-learning keras

Last synced: 01 Feb 2025

https://github.com/Krisseck/hki-traffic-predict

Keras neural network to predict traffic in Helsinki

avoindata helsinki keras numpy open-data python traffic

Last synced: 22 Nov 2024

https://github.com/weixuanz/genie

Gas meter monitoring using OpenCV and CNN

cnn gas-meter-monitoring keras opencv

Last synced: 12 Nov 2024

https://github.com/mustafahakkoz/alzheimer-contest

Submission for drivendata 3D-MRI video contest

cnn computer-vision keras medical-image-processing opencv

Last synced: 28 Jan 2025

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/adityajn105/automatic-kinship-detection

This is a kaggle Challenge. Given a pair of images of 2 faces we have to determine whether they are related or not. Here I have used a Siamese network over VGG-facenet to tackle this problem.

facenet-model kaggle-competition keras kinship siamese-network

Last synced: 16 Jan 2025

https://github.com/adityajn105/fun-with-lstms-rnns

A repository demonstrating different examples of LSTM.

gru keras lstm simplernn tesnorflow text-generation

Last synced: 16 Jan 2025

https://github.com/ahmedheakl/brain_tumor_classification

Classifying Brain tumor images using Keras and Open CV.

keras python tensorflow

Last synced: 13 Jan 2025

https://github.com/dimasmiftah/ml-beginner

Collection of some basic ML model example. These are all part of the exercise and submission in the "Belajar Machine Learning Untuk Pemula" class provided by Dicoding.

colab-notebook keras machine-learning sklearn tensorflow

Last synced: 16 Jan 2025

https://github.com/abhibisht89/stackoverflow_post_auto_tag

Intro to text classification with Keras: automatically tagging Stack Overflow posts

deep keras learning python

Last synced: 16 Jan 2025

https://github.com/mirgis/plucky-playground

A modest collection of machine learning and deep learning algorithms, along with examples implemented in diverse toolkits.

bayes bayesian deep-learning examples ipynb keras machine-learning neural-network pandas playground python3 pytorch scikit-learn sklearn statistics tensorflow

Last synced: 01 Feb 2025

https://github.com/fuzailpalnak/ml_training

CNN Semantic SegmentationTraining Keras

keras semantic-segmentation

Last synced: 16 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/bertuginal/face-mask-detection

Real-time face mask detection with opencv, keras/tensorflow

deep-learning keras machine-learning opencv python tensorflow

Last synced: 27 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/ruban2205/face-mask-detector

This repository contains code and resources for a real-time face mask detection system using deep learning techniques. The system can identify whether a person is wearing a face mask or not, making it useful for applications in public safety, healthcare, and security.

face-detection keras machine-learning python-programming tensorflow

Last synced: 22 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/abdullahwaqar/stock_prediction

The goal of this project is to accurately predict the future closing value of a given stock across a given period of time in the future.

ai keras ltsm machine-learning stock-analysis stock-price-prediction tensorflow

Last synced: 20 Jan 2025

https://github.com/coding-enthusiast9857/deep_learning_projects

Welcome to the Deep Learning Projects Repository! This repository is a collection of hands-on projects related to deep learning, covering a wide range of topics and applications.

ai ann cnn cv deep-learning deep-neural-networks dl gan image-processing keras ml nlp python pytorch rnn tensorflow transfer-learning

Last synced: 14 Jan 2025

https://github.com/alexeygrigorev/kfserving-keras-transformer

A transformer for KFServing that users keras_image_helper

deep-learning keras kfserving kubeflow

Last synced: 17 Jan 2025

https://github.com/ivanyu/kaggle-digit-recognizer

Kaggle's "Digit Recognizer" competition

kaggle keras machine-learning scikit-learn

Last synced: 01 Feb 2025

https://github.com/nathancooperjones/deal-or-no-deal

Let's play Deal or No Deal better than a human.

deal-or-no-deal keras reinforcement-learning supervised-learning

Last synced: 18 Dec 2024

https://github.com/salvacorts/keras_evosearch

Keras hyperparameter optimization with Evolutionary Algorithms

evolutionary-algorithms grpc keras protobuf tensorflow

Last synced: 22 Jan 2025

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/vaasudevans/deeplearning

Works done during Fall'19 term at UNB in DeepLearning field for Adv Remote Sensing course

artificial-intelligence cnn deeplearning keras movie-review-classifier python36 resnet-50 rnn

Last synced: 13 Dec 2024