Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

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/handsomestwei/keras-simple-number

使用keras框架实现简单的0到9数字识别

cv2 keras mnist python3

Last synced: 19 Dec 2024

https://github.com/asirwad/image-classifier-tensorflow-fashionmnist

👕Image Classifier on Fashionmnist🩳 dataset using custom keras model with 5 hidden dense layers.👟

deep-learning fashion-mnist-dataset keras tensorflow

Last synced: 21 Jan 2025

https://github.com/furkantsnb/coalclassifie

CoalClassifier: A deep learning model for classifying coal types using EfficientNetB0-based transfer learning and fine-tuning techniques. This project is designed to accurately distinguish between Anthracite, Bituminous, Lignite, and Peat classes and is developed using TensorFlow/Keras

coal-classification computer-vision data-visualization efficientnetb0 image-classification keras python streamlit tensorflow

Last synced: 22 Dec 2024

https://github.com/lazarust/jupyternotebooks

Storage spot for all my Jupyter Notebooks. Check some of them out!!

jupyter-notebook jupyter-notebooks keras scikit-learn sklearn

Last synced: 08 Jan 2025

https://github.com/sudip-13/plant-disease-detection

Plant disease detection from leaf uses machine learning to identify diseases for early intervention

cloudinary css docker jwt-token keras matplotlib-pyplot mongodb nodejs numpy reactjs tensorflow tensorflow-serving

Last synced: 08 Jan 2025

https://github.com/harshnarayanjha/mnist-nn

This repo contains files for predicting hand written digits using the well-known mnist dataset, using a neural network with keras.

keras mnist mnist-handwriting-recognition neural-network

Last synced: 16 Jan 2025

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/chris1221/genomic_interval_pipeline

Pre-processing of genomic intervals for deep learning.

deep-learning genomics keras rust

Last synced: 19 Dec 2024

https://github.com/rooneyrulz/cat-dog-classifier

Building a model using a convolutional neural network that well-classifying custom cat vs dog image data. including visualizations, data-preprocessing, future predictions, model-evaluation, identifying overfitting, and more.

artificial-intelligence convolutional-neural-networks data-preprocessing data-visualizations deep-learning keras matplotlib numpy pandas predictive-modeling python3 seaborn tensorflow2

Last synced: 28 Jan 2025

https://github.com/svtter/learn-tf-note

Tensorflow Learning Note.

keras python tensorflow

Last synced: 06 Dec 2024

https://github.com/ahmedheakl/cat-dog-classifier-tensorflow-js

Classifying dog and cats photos using Tensorflow.js

deep-learning keras machine-learning tensorflow

Last synced: 13 Jan 2025

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

💻 19 Sogang Univ System Programming(CSE4100-02)

keras machine-learning

Last synced: 13 Dec 2024

https://github.com/prince2004patel/customer-churn-ann-classification

A Streamlit-powered web application for predicting customer churn using ANN. The app provides an interactive interface for data input, and churn prediction.

artificial-neural-networks customer-churn-prediction keras machine-learning python streamlit tensorflow

Last synced: 22 Jan 2025

https://github.com/saravanabalagi/keras_tensorboard_starter

Starter project for Keras with Tensorboard logging

keras tensorboard tensorflow tensorflow2

Last synced: 06 Dec 2024

https://github.com/saravanabalagi/whale_classification

A quick attempt to classify whales using data from Kaggle Whale Classification

kaggle kaggle-dataset keras keras-tensorflow python tensorflow whales

Last synced: 06 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/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/harmanveer-2546/diagnosis-of-pneumonia-by-cnn-classifier

The primary objective s to develop an accurate and efficient classification model capable of identifying pneumonia cases in patients based on chest X-ray images. Pneumonia is a prevalent and potentially life-threatening respiratory infection. Early detection plays a critical role in timely intervention and effective treatment.

binary-accuracy dropout flatten keras loadimg matplotlib maxpooling2d numpy python regularizers roc-curve seaborn sequential-models tensorflow vgg16

Last synced: 11 Jan 2025

https://github.com/harmanveer-2546/dust-detection-on-solar-panel-using

The accumulation of dust, snow, bird drops etc. on the surface of solar panels reduces the efficiency of the solar modules and hence the amount of produced energy. Monitoring and cleaning solar panels is a crucial task, hence developing an optimal procedure to monitor and clean these panels is very important in order to increase modules efficiency.

classification dirty inceptionv3-model keras numpy pandas plotly python regularizer sequential solar-panels tensorflow visualization

Last synced: 11 Jan 2025

https://github.com/mpoojithavigneswari/vegetable-classification-project

Created a website of vegetable classification using vgg16 CNN model with 99% accuracy.

deep-learning keras neural-networks python streamlit tensorflow vgg16-model

Last synced: 16 Jan 2025

https://github.com/abhibisht89/keras_pretrainmodel

Programming in TensorFlow and Keras(pre train dog data set)

breeds dog keras notebook python tensorflow

Last synced: 16 Jan 2025

https://github.com/fardinhash/nlp_tokenizations

Multiple ways to tokenize the words, sentences are shown here.

keras natural-language-processing nltk tokenization

Last synced: 14 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/hotequil/fish_classification

Identify the fish specie with Machine Learning.

classification fish keras numpy python tensorflow

Last synced: 06 Dec 2024

https://github.com/emhash/machine-learning-and-ai

Personal tasks or codes of Machine Learning and Artificial Intelligence. Practice codes and projects of Ml/AI will be share here.

ai datasets ipynb jupyter-notebook keras linear-regression logistic-regression machine-learning machine-learning-algorithms numpy opencv pandas python seaborn sklearn tensorflow

Last synced: 11 Oct 2024

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

Image classification with tensorflow/keras

computer-vision deep-learning keras opencv tensorboard tensorflow

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/viddesh1/hte

Implementation of the TCS ION Remote Internship RIO-125

ai cnn computer-vision crnn-ocr ctc-loss keras matplotlib-pyplot tensorflow

Last synced: 05 Jan 2025

https://github.com/jsinkx/telegram-channel-classification-nlp

NLP notebooks for classification telegram channel name by post text

catboost keras lstm nlp nltk sklearn

Last synced: 09 Jan 2025

https://github.com/numblr/datagenerator

Python library to generate batches of data to train Keras models

batch data-generator generator keras

Last synced: 06 Dec 2024

https://github.com/fork123aniket/cyclegan-for-image-translation

Implementation of Cycle-consistent Generative Adversarial Networks for Image-to-Image Translation in Keras

convolutional-neural-networks cycle-gan generative-adversarial-networks image-to-image-translation keras keras-models keras-neural-networks

Last synced: 16 Jan 2025

https://github.com/elmirag/practicum_projects

Этот репозиторий содержит учебные проекты по Data Science, в которых представлены различные методы анализа данных и машинного обучения

analysis faiss keras ml nlp pandas prophet python

Last synced: 18 Dec 2024

https://github.com/usamafayaz/python-workshop

This repository contains exercises developed during a one-month training workshop on machine learning, image processing, and natural language processing. The workshop, covered various topics including cv2 for image processing, Flask for web development, and deep learning techniques using Keras with datasets such as MNIST, Reuters, and IMDB.

artificial-intelligence flask image-processing keras machine-learning matplotlib tensorflow video-processing

Last synced: 18 Dec 2024

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/mfts/nlpnd-dnn-speech-recognizer-p3

Project 3: Deep Neural Network Speech Recognizer – for Udacity Natural Language Processing Nanodegree

keras rnn tensorflow

Last synced: 01 Jan 2025

https://github.com/florianwoelki/aerial_cactus_cnn

A CNN for an aerial cactus classification competition.

aerial-cactus classification cnn keras tensorflow

Last synced: 27 Jan 2025

https://github.com/saranshmanu/handwriting-recognition-using-cnn

ML script to train the CNN and ANN model using MNIST database to recognise numbers from the input image using Keras or Tensorflow framework

artificial-intelligence cnn convolutional-neural-networks deep-learning handwritten-digit-recognition keras mnist tensorflow

Last synced: 05 Dec 2024

https://github.com/alphax86/nlp-demo

This project is all about demonstration on Sentiment analysis using NLP

keras nlp pandas tensorflow

Last synced: 06 Jan 2025

https://github.com/adrianmarino/object-detector

Detect objects in images, videos and webcam streaming

cnn conda keras machine-learning opencv3 python3 yolov3

Last synced: 24 Jan 2025

https://github.com/khaled-ghanem/ocular-disease-classification

Train individual CNN models for AMD, DR, Cataract, and Glaucoma diseases using Fundus image dataset.

cnn computer-vision cv2 inceptionv3 keras matplotlib python resnet-50 tensorflow transfer-learning vgg19

Last synced: 13 Jan 2025

https://github.com/alrafi004/creating-anime-characters-using-deep-convolutional-generative-adversarial-networks-dcgans-and-keras

Proyek ini menunjukkan cara membuat karakter anime menggunakan Deep Convolutional Generative Adversarial Networks (DCGAN) dan Keras.

dcgan jupyter-notebook kaggle keras python tensorflow

Last synced: 13 Jan 2025

https://github.com/omkarspace/nudetect

A deep learning-based web application for detecting adult content in videos using CNN architecture. Features real-time analysis for both direct uploads and YouTube URLs with a responsive dark-themed UI.

adult-content-detection cnn computer-vision deep-learning keras machine-learning python real-time-processing tensorflow video-processing web-application youtube-api

Last synced: 13 Jan 2025

https://github.com/chesterxalan/licenseplaterecognition-keras

A Taiwanese license plate recognition (LPR) system in Keras.

ai deep-learning jupyter-notebook keras license-plate-recognition python taiwanese

Last synced: 16 Jan 2025

https://github.com/chesterxalan/classwork-applicationfordeeplearning-python

The classwork from Application for Deep Learning in Python.

ai classwork deep-learning jupyter-notebook keras python

Last synced: 16 Jan 2025

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/mastergalen/stop-bluffing

Machine Learning model for detecting bluffing in Poker

affective-computing deep-learning facs keras ucl

Last synced: 22 Jan 2025

https://github.com/mastergalen/motion-relationships

UCL Computer Science MEng Master's Project: Using machine vision to predict motion relationships between entities in videos.

computer-vision keras machine-vision python ucl

Last synced: 22 Jan 2025

https://github.com/jazib-2004/face-mask-detection-using-cnns

Face mask detection can be very useful in environments like hospital emergency rooms or ICUs where wearing mask is mandatory. It can also help in pandemics like COVID where such models can detect if a person is wearing a mask or not. In this project, I used a Convolutional Nueral Network architecture to train a face mask detection algorithm based.

convolutional-neural-networks keras object-detection python scikit-learn tensorflow

Last synced: 13 Jan 2025

https://github.com/phtrempe/l2a

This is a small project which aims to show an example of applied machine learning in Python 3 with the Keras library and its TensorFlow backend to train a neural network model for it to learn to add two integers.

applied data data-science deep-learning keras machine-learning neural-network tensorboard tensorflow

Last synced: 12 Jan 2025

https://github.com/thananjaya/sarcasm_prediction_tensorflow

Sarcasm prediction with the help of deep learning, using Tensorflow 2.0

deep-learning keras neural-network python3 tensroflow

Last synced: 28 Jan 2025

https://github.com/harmanveer2546/recognizing-digits

I used the MNIST dataset for the implementation of a handwritten digit recognition app. To implement this, will be using a special type of deep neural network called Convolutional Neural Networks. In the end, I also build a Graphical user interface(GUI) where you can directly draw the digit and recognize it straight away.

dense flatten gui keras maxpooling mnist numpy pandas pillow python sequential

Last synced: 12 Jan 2025

https://github.com/followthefourleafedclover/voicesynthesis

A voice replication neural network made with TensorFlow Keras

audio-analysis keras python3 tensorflow voice-replication

Last synced: 12 Jan 2025

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/teo-sl/cs-go-analysis

This is a university project for my Data Mining course. This work focuses on a binary classification task (related to CS-GO); which team will win?

ann classification cs-go data-mining datamining decision-trees keras knn neural-network prediction sklearn tuning

Last synced: 16 Jan 2025

https://github.com/reshiadavan/musica

A Music Composer AI which produces music and associated transcripts when given Midi files.

keras lstm-ann music21 numpy pickle python

Last synced: 12 Jan 2025

https://github.com/evanch98/predict-concrete-strength-keras

Predict-concrete-strength deep learning model trained using Keras. This project is part of the IBM AI Engineering Professional Certificate.

deep-learning google-colab jupyter-notebook keras keras-tensorflow numpy pandas python regression-models scikit-learn

Last synced: 22 Jan 2025

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

Emotion Recognition using TensorFlow, Keras, OpenCV

deep-learning keras machine-learning

Last synced: 22 Jan 2025

https://github.com/riju18/convolutional_neural_networks_image_recognition

Convolutional Neural Network is widely used as image-audio-video recognition. the simple project is about to recognize 2 animal by training 8,000 images

cnn jupyter-notebook kaggle-dataset keras tensorflow

Last synced: 28 Jan 2025

https://github.com/bertuginal/python-deep-learning

Python Deep Learning Functions

keras opencv python tensorflow

Last synced: 27 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/elmezianech/pizza_steak_imageclassification_cnn

This project introduces a powerful image classification model to distinguish between pizza and steak images. Leveraging advanced techniques, the model achieves robust performance in handling complex visual features. With an accuracy of 87.40% on the validation dataset.

cnn data-augmentation image-classification keras tensorflow

Last synced: 16 Jan 2025

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: 06 Dec 2024

https://github.com/tkc/keras-practice

Keras practice

csv keras server

Last synced: 19 Jan 2025

https://github.com/mrgloom/position-and-radius-estimation-example

Toy example of position and radius estimation

convolutional-neural-networks keras toy-project

Last synced: 03 Dec 2024

https://github.com/codeofrahul/digit_classification_using_cnn

This project demonstrates the implementation of a Convolutional Neural Network (CNN) for classifying handwritten digits using the MNIST dataset. The model is built using Keras and TensorFlow, leveraging the power of deep learning for image recognition tasks.

keras matplotlib python tensorflow

Last synced: 22 Jan 2025

https://github.com/rathod-shubham/neuralnetwork

Neural networks, also known as artificial neural networks (ANNs) or simulated neural networks (SNNs), are a subset of machine learning and are at the heart of deep learning algorithms.

ann cnn keras lstm neural-network python3 pytorch rnn tensorflow2

Last synced: 22 Jan 2025

https://github.com/sarthak-1408/face_mask_detection

This is Face Mask Detection Repository and it's will help you to understand Computer Vision.

computer-vision deep-learning face-mask-detection face-recognition keras opencv-python tensorflow

Last synced: 16 Jan 2025

https://github.com/divakarkumarp/pneumonia-detection

Deep learning (DL) model is a pneumonia fighter! Trained on chest X-ray images, it analyzes patterns to detect the lung infection. Imagine a digital doctor scrutinizing the X-ray, pinpointing areas that might be pneumonia. The model outputs a probability score, helping doctors confirm or rule out the illness.

cnn deep-learning docker keras python scikit-learn streamlit tensorflow

Last synced: 22 Jan 2025

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

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