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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/emogooo/deepskinde

The aim of this study is to develop a deep learning model using CNNs for accurate skin cancer diagnosis from the ISIC-2019 dataset and to optimize hyperparameters using differential evolution algorithms.

cnn differential-evolution isic isic-2019 isic-challenge keras tensorflow

Last synced: 21 Jan 2025

https://github.com/emogooo/dermanet

Developing a CNN-based model to diagnose skin cancer using the ISIC-2019 dataset.

cnn isic isic-2019 isic-challenge keras tensorflow

Last synced: 21 Jan 2025

https://github.com/rooom13/deeplearn-tutorial

Deep Learning tutorial using TensorFlow with Python. Overview of TensorFlow, Keras, CNN... (in progres)

computer-vision deep-learning keras machine-learning neural-network python tensorflow udacity-course

Last synced: 25 Jan 2025

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: 12 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 Oct 2024

https://github.com/chiragsaini/traffic-sign-teller-app

An app made with Flutter and Dart that can recognize upto 43 different road signs. Api used for detection is custom api deployed via using Heroku.

android api flask flutter keras python

Last synced: 19 Jan 2025

https://github.com/aja512/tweet-emotion-recognition

Created a Recurrent Neural Network (RNN) and used it to train it on a tweet emotion dataset to learn to recognize emotions in tweets. The dataset has thousands of tweets each classified in one of 6 emotions. This is a multi class classification problem in the natural language processing domain.

confusion-matrix keras natural-language-processing python3 recurrent-neural-networks tensorflow2 tweets

Last synced: 27 Dec 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/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. The model accurately identifies different types of traffic signs, such as stop signs, speed limit signs, and yield signs, among others.

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: 12 Dec 2024

https://github.com/lbp2563/glasses-detection-from-human-face-images

This project uses TensorFlow and Keras to develop a deep learning model for detecting glasses on human faces in images. It employs convolutional neural networks (CNNs) to classify images into "with glasses" and "without glasses" categories, offering a versatile tool for applications like facial recognition and virtual try-on experiences.

deep-neural-networks glass-detection keras keras-neural-network neural-network

Last synced: 21 Jan 2025

https://github.com/lbp2563/graph-classification-using-graph-convolutional-network-gcn-

This project implements a Graph Convolutional Network (GCN) using PyTorch Geometric for graph classification. The model is trained on the MUTAG dataset, which consists of chemical compounds labeled according to their mutagenicity.

compound-components keras mutagen-synthesis neural-network tensorflow

Last synced: 21 Jan 2025

https://github.com/danielosendi/cameratrap-animal-classification

This repository contains the code and resources, which utilizes deep learning techniques to classify animal species in camera trap images. The project aims to support wildlife conservation efforts by automating the identification of species captured in images, reducing the time and effort required for manual analysis.

cameratrap cnn-classification drivendata ipynb-jupyter-notebook keras python3 tensorflow visualstudiocode

Last synced: 30 Dec 2024

https://github.com/carlosagalicia/python-deep-learning-projects

This repository contains four projects that serve as practical applications of deep learning concepts from the book Deep Learning with Python by François Chollet

deep-learning keras neural-network python tensorflow

Last synced: 30 Dec 2024

https://github.com/nakul-krishnakumar/horse-human-prediction-model

Model that predicts if a given image has a horse or a humam

cnn convnet keras python3 tensorflow

Last synced: 30 Dec 2024

https://github.com/micahondiwa/predicting_returns_with_neural_networks

The project looks at the predicting monthly returns on the Dow Jones (DJI) Futures.

keras keras-classification-models keras-neural-networks keras-tensorflow layers tensorflow tensorflow2

Last synced: 30 Dec 2024

https://github.com/sarahloree/project-5--plant-seedling-classification

This is the fifth project I completed as part of the Introduction to Computer Vision Module from my post-graduate certification in AI/ Machine Learning from University of Texas' McCombs School of Business.

convolutional-neural-networks image-processing keras tensorflow transfer-learning

Last synced: 30 Dec 2024

https://github.com/micahondiwa/ml_dl-in-finance

A series of machine learning and deep learning projects in finance.

garch-models keras keras-models keras-tensorflow tensorflow tensorflow2

Last synced: 30 Dec 2024

https://github.com/gawadx1/exploring-digits-with-nn

A guided journey into neural networks, showcasing their application in digit recognition using the MNIST dataset. From foundational concepts to advanced implementations, this project bridges theory and practice for learners and developers alike.

classification hyperparameter-tuning keras keras-neural-networks neural-networks tensorflow

Last synced: 30 Dec 2024

https://github.com/techycsr/real-time-emotion-detection

This project is a web-based application that uses deep learning and computer vision to detect facial emotions in real time from a webcam feed. The app is powered by a pre-trained Convolutional Neural Network (CNN) and features a modern, user-friendly interface built with Streamlit.

computer-vision-machine-learning convolutional-neural-networks deep-learning emotion-detection facial-expression-recognition keras opencv-python real-time-emotion-detection streamlit-webapp tensorflow

Last synced: 30 Dec 2024

https://github.com/sandipkushwaha20/brain_tumour_detector

This project utilizes deep learning to detect and classify brain tumors from MRI images. The primary objective is to determine whether a tumor is present and, if so, classify its type with high accuracy.

deeplearning keras numpy pandas python tensorflow

Last synced: 30 Dec 2024

https://github.com/anas436/face-mask-detection-ai

A Web App for Real Time and Image Face Mask Detection Using Streamlit

keras opencv streamlit tensorflow

Last synced: 06 Dec 2024

https://github.com/waikato-datamining/keras-imaging

Keras code for image classification and object detection.

deeplearning image-classification keras object-detection

Last synced: 02 Jan 2025

https://github.com/egorumaev/2023-determining-customers-age

Построение модели, которая по фотографии определяет приблизительный возраст человека

computer-vision keras pandas pil regression tensorflow

Last synced: 07 Jan 2025

https://github.com/fosetorico/tomato_disease_classification

End-to-End Project for the Classification of Tomato Blight Disease using cutting-edge convolution neural networks (CNN) and leveraging the power of VGG19 model as a transfer model.

cicd cnn-classification computer-vision convolutional-neural-networks deep-learning docker dvc-pipeline flask keras mlops-workflow python3 tensorflow transfer-learning vgg19

Last synced: 06 Jan 2025

https://github.com/bagusperdanay7/absa-with-bilstm-undergraduate-thesis

My undergraduate thesis program, Aspect-Based Sentiment Analysis Towards Matket Place Application Review Using Bidirectional Long Short-Term Memory used Python, Keras and Tensorflow

ai aspect-based-sentiment-analysis bilstm deep-learning gensim imbalanced-learning ipython-notebook keras machine-learning matplotlib natural-language-processing nltk numpy pandas python scikit-learn seaborn tensorflow

Last synced: 21 Jan 2025

https://github.com/umutkavakli/unet-keras

Custom UNet architecture implementation using Keras framework.

keras semantic-segmentation unet

Last synced: 21 Jan 2025

https://github.com/edisonmoy/facial-classification

Training facial classification models to be used in real time with facial detection.

deep-learning face-detection image-classification keras opencv pillow scraping tensorflow

Last synced: 28 Dec 2024

https://github.com/bvsam/rnn-trader

A RNN based bot to trade tickers.

deep-learning keras lstm machine-learning python react rnn tensorflow visx

Last synced: 14 Jan 2025

https://github.com/matousss/ttt_ai

TicTacToe with neural network

keras neural-network python tictactoe

Last synced: 28 Dec 2024

https://github.com/pablonoya/keras_cv_image_classifier

Dog breed classification using keras_cv

computer-vision keras streamlit

Last synced: 20 Dec 2024

https://github.com/saadarazzaq/custom-neural-networks

Perceptron, Multiclass and Deep Neural Network Implemented All in One Repo ✨

deep-neural-networks keras numpy perceptron python scikit-learn tensorflow

Last synced: 23 Jan 2025

https://github.com/ayushtiwari134/stock_price_predictor_dl

This is a full stack end to end project with the model trained in jupyter notebook, the backend file written in python, and for simplicity, the frontend created using streamlit.

deep-learning eda keras lstm-model machine-learning matplotlib numpy pandas python rnn streamlit tensorflow yfinance-library

Last synced: 24 Dec 2024

https://github.com/mnj-tothetop/english-handwritten-characters-recognizer

A handwritten english character recognizer [0-9, A-Z, a-z] made by using a Dataset of 3409 images. Tensorflow, Keras, Scikit-learn, and OpenCV was used to implement the Convolution Neural Network (CNN). Matplotlib and Seaborn were used to visualize the data.

artificial-intelligence convolutional-neural-networks keras matplotlib opencv-python scikit-learn seaborn tensorflow

Last synced: 21 Jan 2025

https://github.com/miguellopezvirues/dl_regularization

Brief evaluation of several regularization methods in a deep learning regression task.

deeplearning keras regularization tensorflow

Last synced: 24 Dec 2024

https://github.com/riolaf05/ai-fire-detection

tensorflow lite converted model of an ai dnn which can be used to detect the presence of fire into uploaded photos

computer-vision continuous-delivery continuous-integration deep-learning devops docker docker-compose flask jupyter-notebook keras mlops python tensorflow tensorflow2

Last synced: 21 Jan 2025

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: 07 Dec 2024

https://github.com/silverlightning926/tensorflow-asl-alphabet-interpreter

This repository contains my code for training and runnning a machine learning model, for classifying images of the American Sign Language (ASL) alphabet. The model was architected and trained using a Google's TensorFlow library.

asl asl-alphabet-recognizer asl-recognizer kaggle keras tensorflow

Last synced: 30 Dec 2024

https://github.com/guslovesmath/braintumorclassifier-cnn-tf2.16

TensorFlow 2.16 CNN for brain tumor classification with 99.7% accuracy. Features data augmentation, ReduceLROnPlateau, ModelCheckpoint for optimization, and GPU support. Explore the efficient architecture and training process.

classification cnn deep-learning keras python tensorflow

Last synced: 21 Jan 2025

https://github.com/mattjesc/federated-learning-simulation-1gpu-mi-is

Federated Learning Simulation on a Single GPU with Model Interpretability and Interactive Visualization

ai cuda deep-learning distributed-systems federated-learning gpu hpc keras machine-learning ml model-interpretability python pytorch simulation streamlit tensorflow

Last synced: 12 Oct 2024

https://github.com/si-ddhartha/face-detection

A face detection model that employs deep learning techniques to classify the presence of faces in images and precisely localize their bounding boxes

computer-vision deep-learning face-detection keras python tensorflow transfer-learning vgg16

Last synced: 21 Jan 2025

https://github.com/pramodkondur/dominoes-timeseriesforecasting

This advanced forecasting tool leverages Long Short-Term Memory (LSTM) networks to predict daily sales for 91 types of pizzas and the required quantities of 64 ingredients. By analyzing historical pizza order data, the system provides accurate future demand forecasts, enabling optimized inventory management and purchase planning.

business-intelligence datascience deep-learning keras lstm-neural-networks machine-learning matplotlib pandas predictive-modeling python real-time-prediction real-world-project sckiit-learn seaborn streamlit tensorflow timeseries-forecasting

Last synced: 22 Jan 2025

https://github.com/mkdirer/disaster-tweet-nlp-adaboost-transformers

A machine learning project that classifies tweets as disaster-related or non-disaster-related using transformers and the AdaBoost technique. Achieved an accuracy of approximately 80% on the validation set

geopy keras matplotlib numpy pandas python sklearn tensorflow

Last synced: 28 Dec 2024

https://github.com/iprajwaal/chicken-disease

Chicken Disease Classification

docker dvc keras mlops python vgg16

Last synced: 15 Dec 2024

https://github.com/aqueeqazam/smart-guidance-of-deep-learning-with-tensorflow-and-keras-apis

By leveraging smart guidance techniques and tools, developers can build and train deep learning models more efficiently, effectively, and accurately, leading to wider adoption and more innovative applications of deep learning technology.

artificial-neural-networks deep-learning keras neural-network tenosrflow

Last synced: 14 Jan 2025

https://github.com/bad-logic/nbr

Project to detect nepali barnamala

keras keras-tensorflow knn python

Last synced: 21 Jan 2025

https://github.com/kalvincalimag/django-stock-market-app

Multifunctional stock market app built on Python & Django. Offers historical charts, trend forecasting, portfolio management, market term definitions, & crossover analysis.

alphavantage-api django django-framework javascript keras plotly python yfinance

Last synced: 06 Jan 2025

https://github.com/jadbox/keras_pet_covnet

Simple Keras training and validation project to test against classifying cats and dogs

keras keras-neural-networks keras-tutorials

Last synced: 14 Jan 2025

https://github.com/vyomshm/fashion_mnist

testing a Dense network using keras on fashion-mnist dataset (https://github.com/zalandoresearch/fashion-mnist)

classification keras mnist

Last synced: 27 Jan 2025

https://github.com/fimbres/emotion-recognition

This is an AI project developed in Python to recognize emotions in people.

ai kaggle-dataset keras numpy opencv python tensorflow

Last synced: 25 Dec 2024

https://github.com/lovesaroha/rock-paper-scissor-classification-training

Training a keras model to recognize real images of rock, paper, scissors (hand) in order to classify an incoming image.

keras machine-learning python rock-paper-scissor transfer-learning

Last synced: 12 Jan 2025

https://github.com/matteofasulo/transformers-sentence-reconstruction

Sentence Reconstruction using Transformer Model

keras keras-nlp tensorflow transformers

Last synced: 11 Oct 2024

https://github.com/chouffe/keras-tutorials

Keras tutorials

deeplearning keras

Last synced: 20 Jan 2025

https://github.com/lovesaroha/twitter-sentiment-analysis-training

Training a keras model to recognize sentiment in order to classify an incoming tweet as positive or the other.

keras machine-learning python sentiment-analysis tensorflow twitter-sentiment-analysis

Last synced: 12 Jan 2025

https://github.com/chouffe/udacity-nanodegree-deeplearning-foundation-dog-p2

Udacity Deep Learning Nanodegree - Dog Breed Classification Project

deep-learning keras tensorflow

Last synced: 20 Jan 2025

https://github.com/fierycod/deep-sort-alike

Naive tracking done as a part of studies project

keras python tensorflow tracking yolov3

Last synced: 10 Jan 2025

https://github.com/samuelcaldas/ppocartpole.net

An implementation of the Proximal Policy Optimization (PPO) algorithm. This implementation is based on the example available on the official Keras website. The goal of this project is to provide a .NET-based solution for running PPO algorithms.

csharp dotnet keras keras-tensorflow machine-learning ppo proximal-policy-optimization

Last synced: 13 Jan 2025

https://github.com/lovesaroha/sign-mnist-classification-training

Training a keras model to recognize real images of sign language (hand) in order to classify an incoming image.

keras machine-learning mnist-dataset python

Last synced: 12 Jan 2025

https://github.com/fardinhash/handwritten-digit-recognizer

This is a Handwritten Digit Recognizer experiment based on Convolutional Neural Network and MNIST dataset.

cnn convolutional-neural-networks deep-learning handwritten-digit-recognition keras mnist mnist-handwriting-recognition python tensorflow

Last synced: 14 Jan 2025

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: 30 Dec 2024

https://github.com/carloocchiena/rnn_text_generation

RNN for text generation from models with Keras and Tensorflow

keras python rnn rnn-tensorflow tensorflow

Last synced: 26 Jan 2025

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: 20 Jan 2025

https://github.com/bismillah-jan/deep-neural-network

A demonstration of Deep Neural Network implementation using TensorFlow.

adaline-learning-algorithm deep-neural-networks keras tensorflow

Last synced: 16 Jan 2025

https://github.com/grantgasser/task2

Multiclass classification

keras multiclass-classification neural-network

Last synced: 16 Dec 2024

https://github.com/lovesaroha/imdb-reviews-sentiment-analysis-training

Training a keras model to recognize sentiment in order to classify an incoming movie review text as positive or the other.

imdb-dataset keras machine-learning python sentiment-analysis tensorflow

Last synced: 12 Jan 2025

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: 26 Dec 2024

https://github.com/psavarmattas/understanding-and-predicting-trends-of-mental-health-in-tech-industry

Mental health has become a huge issue in recent times and the tech industry is no exception. This research paper aims to understand the trends of mental health in the tech industry and predict the trends of mental health in the tech industry.

classifier keras machine-learning python research-paper sklearn tensorflow

Last synced: 29 Dec 2024

https://github.com/fahimf/sd-fai

FastAI Deep Learning for Coders course Stable Diffusion implementation

keras pytorch stable-diffusion tensorflow2

Last synced: 17 Dec 2024

https://github.com/prgrmcode/ai-image-classification-good-bad

This is a project to classify images from QA dataset from the AI4IM project.

cnn-classification deep-learning keras python3 tensorflow

Last synced: 27 Dec 2024

https://github.com/shibam120302/vehicle_detect_count_flask_app

This project uses Flask and OpenCV with Haar Cascades to detect and count vehicles in video streams and images. Steps to create Vehicle Detection and Counting.

flask keras opencv python

Last synced: 21 Jan 2025

https://github.com/shibam120302/dog_breed_prediction_app

The Dog Scanner app will identify your dog's breed reliably in just a few seconds! Besides taking a picture, you can also record a video or upload an image from your gallery. Got a mixed breed? No problem, the Dog Scanner app also recognizes mixed breeds!

keras numpy opencv python

Last synced: 21 Jan 2025

https://github.com/shibam120302/traffic_sign_classification

In this repo, you will learn how to train your own traffic sign classifier/recognizer capable of obtaining over 95% accuracy using Keras and Deep Learning.

deep-learning jupyter-notebook keras ml

Last synced: 21 Jan 2025

https://github.com/arnoldchrisoduor1/potato_disease

Trained a CNN to detect the presence and the current stage of Blight disease in potatoes, WebApp in FastAPI and React

fastapi keras numpy react serving-tensors tensorflow

Last synced: 26 Jan 2025

https://github.com/alpertunga-bile/aaml

Trying to solve the anti-aliasing problem with machine learning

antialiasing deeplearning keras machine-learning pandas python

Last synced: 28 Dec 2024

https://github.com/hasibzunair/ieee18-cv

Repo of the materials for computer vision workshop at NSU

keras opencv-python

Last synced: 08 Jan 2025

https://github.com/kalebers/data_science_ml

DS and ML codes from classes

data-science keras machine-learning pandas python

Last synced: 21 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 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 💛💛💛💛💛<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 Examples/Notebooks 17 NLP Learning Resources 17 Swift Learning Resources 16 Computer Vision Learning Resources 16