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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/kaushalprajapatikp/lstm_rnn_nifty_50_prediction_next_day

This project is created for stock price prediction of Nifty50 index using LSTM neural networks. This project forecasts the next day's stock prices based on historical data from the Nifty 50 index, utilizing data preprocessing, feature scaling, and model training with TensorFlow and Keras. This app is deployed on Streamlit platform.

artificial-intelligence deep-learning keras lstm-neural-networks machine-learning neural-network tensorboard tensorflow

Last synced: 29 Dec 2024

https://github.com/aakanksha1406/fake-news-classifier

to identify when an article might be fake news

keras lstm lstm-neural-networks nltk python scikit-learn tensorflow

Last synced: 10 Oct 2024

https://github.com/frostbyte012/computer-vision-project-ay-2024

This project presents a real-time face emotion detection system implemented as a full-stack desktop application. The system integrates deep learning techniques to accurately classify human emotions, including happiness, sadness, anger, surprise, disgust, fear, and neutral expressions, from live video streams or camera inputs. Download apk file :-

android android-app computer-vision deep-learning java keras mlkit opencv tensorflow tensorflow-lite

Last synced: 13 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/aloiscrr/face-detection-mobilenet

Face detection using tensorflow, keras and MobileNet convolutional networks

keras keras-tensorflow mobilenetv2 tensorflow2

Last synced: 11 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/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). 🧠🔍

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/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/yashk2810/cifar-10

Applying CNN on CIFAR-10

cifar10 convolutional-neural-networks keras

Last synced: 17 Dec 2024

https://github.com/sayannath/noise-reduction-using-auto-encoders

Noise Reduction of Images using Auto Encoders.

autoencoder-mnist autoencoders keras tensorflow tflite

Last synced: 11 Dec 2024

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

Submission for drivendata 3D-MRI video contest

cnn computer-vision keras medical-image-processing opencv

Last synced: 29 Nov 2024

https://github.com/osbm/kaggle-keras-weights-dataset

segmentation models baseline weight trained on imagenet

dataset deep-learning keras

Last synced: 06 Dec 2024

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/aiday-mar/keras-image-classification

Jupyter Notebook created for classifying images using neural networks, done for EPFL

deep-learning jupyter-notebook keras machine-learning neural-networks python university-project

Last synced: 05 Jan 2025

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/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/lukashedegaard/keras-visual

Visualisation framework for Tensorflow Keras models

explanation keras tensorflow visualization

Last synced: 06 Jan 2025

https://github.com/cloxnu/omegalab

🧪⚗️🔭🔬🧬🦠🧫🌡 Omega AI Research Laboratory

ai cnn jupyter-notebook keras keras-neural-networks keras-tensorflow tensorflow

Last synced: 13 Jan 2025

https://github.com/aman-095/stock-price-predictiion

Using the google stock prices dataset and build a model to predict the future prices using previous instances.

forecasting keras lstm rnn time-series

Last synced: 12 Oct 2024

https://github.com/drxwat/scanned_digits_recognition

Scanned digits detector and classifier (CNN, OpenCV)

classifier keras ocr opencv scanned-documents

Last synced: 07 Jan 2025

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/omaraflak/gender-prediction

Name to Gender prediction. Trained on French names.

keras lstm neural-network rnn

Last synced: 19 Dec 2024

https://github.com/frgfm/sdcnd-p4-behavioral-cloning

Behavioral cloning project of Udacity Self-Driving Car Engineer

deep-learning flask keras opencv python self-driving-car tensorflow unity3d

Last synced: 29 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/lovesaroha/digits-classification-training

Training a keras model to do classification using MNIST, a data set containing items of handwriting digits (0 to 9).

convolutional-neural-network keras machine-learning mnist-dataset python

Last synced: 12 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/wesdoyle/mnist-paint

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

cnn keras mnist-handwriting-recognition ocr-recognition tensorflow

Last synced: 29 Nov 2024

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

🗑Domestic Garbage Classification built in Python and Keras

cnn garbage-classification jupyter keras python

Last synced: 11 Oct 2024

https://github.com/gauravtrivedi967/mask_detection

In the present scenario due to Covid-19, there is no efficient face mask detection applications which are now in high demand for transportation means, densely populated areas, residential districts, large-scale manufacturers and other enterprises to ensure safety. Also, the absence of large datasets of ‘with_mask’ images has made this task more cumbersome and challenging.

cv2 keras numpy os

Last synced: 23 Nov 2024

https://github.com/einstellung/gender_conversion

This repository can realize the feminization of male characters in pictures and the masculinization of female characters in picture.

cyclegan keras opencv pyqt5 pytorch

Last synced: 23 Nov 2024

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/yishun99/dqn

DQN + keras + OpenAI Gym

ddqn dqn gym keras

Last synced: 23 Nov 2024

https://github.com/saranshmanu/transfer-learning-dog-breed-classifier

Given an image of a dog, algorithm will identify an estimate of the canine’s breed. If supplied an image of a human, the code will identify the resembling dog breed.

cnn dog-breed-classifier keras opencv transfer-learning

Last synced: 05 Dec 2024

https://github.com/wuweiweiwu/qwop-thesis

Honors Thesis completed under the supervision of Maria Gini and James Parker. Cum Laude. :sparkler:

cum-laude honors keras qwop thesis

Last synced: 18 Dec 2024

https://github.com/tianxiaomo/keras_detection

Keras implementation of detection model.

cv detection keras

Last synced: 14 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/rickiepark/ml-ko

머신러닝, 딥러닝 한글 번역 저장소

deep-learning keras machine-learning python scikit-learn tensorflow

Last synced: 21 Dec 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/haoruilee/2020_seu_practical_training

2020东南大学数学学院 深度学习实训

keras tensorflow

Last synced: 06 Dec 2024

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/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: 20 Oct 2024

https://github.com/shankarprabhu-s/machine-learning-models-for-rice-salinity-prediction

This project classifies rice crops based on salinity stress levels using image analysis. 🌱 Salinity stress affects crop health and yield, and this model assists farmers and agricultural experts in evaluating salinity stress to make better-informed decisions.

animation api azure bootstrap css deep-learning docker emailjs flask html javascript keras machine-learning python tensorflow2 web-dev

Last synced: 13 Nov 2024

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

https://github.com/noeyislearning/pneumonia-detection-model

This repository contains code and a trained Keras model for detecting pneumonia in chest X-ray images using TensorFlow. The model was trained on a dataset of chest X-rays from the NIH Chest X-ray Dataset. It can be used to classify chest X-rays as either pneumonia-positive or pneumonia-negative.

convolutional-neural-networks deep-learning keras machine-learning opencv teachable-machine tensorflow

Last synced: 06 Dec 2024

https://github.com/noeyislearning/fruit-classifier-model

This repository contains code and a trained Keras model for classifying fruits using image recognition and machine learning. The model was trained on a dataset of fruit images from the Fruits & Vegetables by Jorge B's dataset.

classifier-model deep-learning keras machine-learning teachable-machine tensorflow

Last synced: 06 Dec 2024

https://github.com/keppel/nfer

the easiest way to deploy a keras model

keras

Last synced: 18 Dec 2024

https://github.com/alvii147/smartwardrobe

Program that identifies pieces of clothing

keras matplotlib pillow pyqt5 tensorflow

Last synced: 25 Dec 2024

https://github.com/machphy/youtube_sentiment_analysis_api

analyzes sentiment in YouTube video comments using the YouTube Data API and a pre-trained model. It fetches comments, performs sentiment analysis, and visualizes the results on a web interface.

api flask gcp jinja2 keras matplotlib python requests tensorflow

Last synced: 13 Jan 2025

https://github.com/dennishnf/segmentation-in-keras-using-u-net

This repository provides basic example of semantic segmentation using the U-Net architecture.

computer-vision deep-learning keras machine-learning python segmentation semantic-segmentation tensorflow u-net

Last synced: 23 Nov 2024

https://github.com/achint08/depth-2d-keras

Deep Learning model to get depth data from 2d images directly. Implemented on tensorflow keras.

2d-images 3d-reconstruction deep-learning depth-data-extraction depth-estimation keras monocular-depth-estimation tensorflow

Last synced: 30 Nov 2024

https://github.com/neemiasbsilva/django-keras-counting-leaf

Keras CNN model for Plant Leaf Counting integrated into Django Framework and Deploy to Heroku

django heroku heroku-deployment herokuapp keras machine-learning plant-counting plant-phenotypes regression

Last synced: 05 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/furk4nbulut/veri-bilimi-ve-makine-ogrenmesi

This repository showcases the process and insights I have gained in the fields of data science and machine learning.

data-science keras machine-learning numpy pandas python tensorflow

Last synced: 10 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: 28 Nov 2024

https://github.com/sayamalt/face-mask-detection

Successfully trained a deep learning model using CNN which can predict to a great level of accuracy whether a given person is wearing a mask or not.

computer-vision convolutional-neural-networks face-mask-detection keras opencv tensorflow

Last synced: 28 Dec 2024

https://github.com/isa1asn/mnist-neural-net

Applying neural networks on the MNIST dataset (from scratch & using tf)

from-scratch keras mnist-classification neural-networks numpy pandas relu-activation softmax tensorflow

Last synced: 19 Nov 2024

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/mehassanhmood/deep_learning-and-bitcoin

Applying LSTM model to a time series data that has categorical target values.

deep-learning keras machine-learning

Last synced: 05 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/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/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: 29 Nov 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/kr1shnasomani/greendetect

Detection of plant diseases using CNN (ResNet50 architecture)

computer-vision deep-learning keras neural-network numpy opencv pandas scikit-learn seaborn tensorflow

Last synced: 19 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/cyberzhg/keras-succ-reg-wrapper

A wrapper that slows down the updates of trainable weights.

keras regularization wrapper

Last synced: 30 Sep 2024

https://github.com/tanyachutani/wandb-tensorflow2.x

Exploring weights and biases platform for model reproducibility

classification keras mlops reproducibility tensorflow2 tf2 wandb weights-and-biases

Last synced: 10 Jan 2025

https://github.com/360macky/fashionitem-classifier

👚⚙️ A fashion-item classifier developed with TensorFlow 2.0.0

keras neural-networks python tensorflow2

Last synced: 07 Oct 2024

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/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: 29 Nov 2024

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/marcelo-earth/fashionitem-classifier

👚⚙️ A fashion-item classifier developed with TensorFlow 2.0.0

keras neural-networks python tensorflow2

Last synced: 08 Jan 2025

https://github.com/aakanksha1406/image-captioning

predicts the captions for the input image

cnn-model keras lstm matplotlib nltk python tensorflow

Last synced: 28 Dec 2024

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/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/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/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/ivanch/autoseg-testing

Semi-Automatic testing data augmentation techniques for SegNet.

data-augmentation data-augmented-autoencoders keras segnet

Last synced: 05 Jan 2025

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" /> 54 Reinforcement Learning Learning Resources 43 Distributed Computing Tools, Libraries, and Frameworks 39 C/C++ Learning Resources 34 Other 💛💛💛💛💛<a name="Other" /> 32 JavaScript Tools, Libraries, and Frameworks 29 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 Projects 💛💛💛💛💛<a name="Projects" /> 20 Computer Vision Tools, Libraries, and Frameworks 20 Swift Tools and Frameworks 20 Distributed Computing Learning Resources 18 Python Learning Resources 18 Examples/Notebooks 17 NLP Learning Resources 17 MATLAB Learning Resources 16 Scala Learning Resources 16