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.

GitHub: https://github.com/topics/keras
Wikipedia: https://en.wikipedia.org/wiki/Keras
Repo: https://github.com/keras-team
Created by: François Chollet
Released: March 27, 2015
Related Topics: api, data-science, deep-learning, machine-learning, neural-network, python, tensorflow,
Last updated: 2025-02-05 00:16:24 UTC
JSON Representation

https://github.com/toelt-llc/course-dsc-intro-tensorflow

This repository contains the hands-on notebooks for the DSC Introduction to TensorFlow (ETH)

deep-learning keras teaching tensorflow

Last synced: 29 Dec 2024

https://github.com/a-mhamdi/journey-into-ml

Showcase some machine learning algorithms.

deep-neural-networks julialang keras machine-learning-algorithms python rlang tensorflow

Last synced: 12 Oct 2024

https://github.com/yashbansod/udacity-self-driving-car

My projects for Udacity's Self Driving Car Nanodegree program.

behavioral-cloning camera-calibration computer-vision kalman-filter keras lane-detection nanodegree neural-network self-driving-car tensorflow traffic-sign-classification udacity

Last synced: 24 Oct 2024

https://github.com/alvertogit/datascience

Data Science AI Artificial Intelligence Machine Deep Learning Classification Regression Python Keras TensorFlow TensorFlow2 TPOT XGBoost Matplotlib NumPy Pandas scikit-learn Folium Seaborn Jupyter Lab Notebook

artificial-intelligence data-science deep-learning jupyter-lab jupyter-notebook keras machine-learning matplotlib pandas python scikit-learn tensorflow tensorflow2

Last synced: 23 Nov 2024

https://github.com/aqafridi/ai-engineering-specialization

This repo contain all materials for modern techniques used in Artificial intelligence engineering using frameworks of TensorFlow, Pytorch and OpenCV.

cnn computer-vision keras neural-network opencv pillow pytorch tensorflow

Last synced: 13 Jan 2025

https://github.com/sebastianwd/dog-breed-classifier

Dog breed image classifier using a custom model from a custom dataset of images.

deep-learning keras tensorflow

Last synced: 16 Jan 2025

https://github.com/ppodds/ncualgorithmtermproject

NCU Algorithm Term Project (1092)

cnn-classification keras python tensorflow2

Last synced: 16 Jan 2025

https://github.com/viig99/cdiscount

Solution for Kaggle Cdiscount Image Classification, Ongoing solution.

cdiscount deep-learning image-classification kaggle keras

Last synced: 08 Jan 2025

https://github.com/neild0/siaception

Development of few-shot learning tool for a variety of image classes, utitilizing features extracted from ConvNets.

convolutional-neural-networks few-shot-learning keras ml nns one-shot-learning pretrained-models siamese-neural-network

Last synced: 22 Jan 2025

https://github.com/geektrovert/deepnumta

A Comprehensive Study on Deep Learning Approaches for Bengali Handwritten Digit Recognition

bangla bangla-digit-recognition deep-learning digit-recognition handwritten-digit-recognition keras python3 tensorflow

Last synced: 25 Jan 2025

https://github.com/frgfm/sdcnd-p3-traffic-sign-classification

Traffic sign classification project of Udacity Self-Driving Car Engineer Nanodegree

deep-learning image-classification keras python self-driving-car tensorflow traffic-sign-classification

Last synced: 29 Dec 2024

https://github.com/sayakpaul/near-dup-parser

Holds code for near-duplicate image parser using optimized image classifiers.

bit bit-resnet keras lsh near-duplicate-detection random-projection tensorflow tensorrt vector-similarity vision

Last synced: 13 Jan 2025

https://github.com/vaibhav-kesarwani/text_emotion_classifier

A 𝗧𝗲𝘅𝘁 𝗘𝗺𝗼𝘁𝗶𝗼𝗻 𝗖𝗹𝗮𝘀𝘀𝗶𝗳𝗶𝗲𝗿 is an AI model that analyzes text to detect and classify emotions like 𝗵𝗮𝗽𝗽𝗶𝗻𝗲𝘀𝘀 😊, 𝘀𝗮𝗱𝗻𝗲𝘀𝘀 😢, 𝗮𝗻𝗴𝗲𝗿 😠, and 𝘀𝘂𝗿𝗽𝗿𝗶𝘀𝗲 😲. It's used in sentiment analysis, customer feedback, and social media monitoring to understand and respond to emotions more effectively.

jupyter-notebook kaggle-dataset keras keras-tensorflow pandas python3 sklearn tensorflow

Last synced: 10 Oct 2024

https://github.com/mickypaganini/rnnip

Convolutional and Recurrent Architectures for Impact Parameter Tagging

atlas b-tagging cern deep-learning hep iprnn keras physics recurrent-neural-networks

Last synced: 12 Nov 2024

https://github.com/somenath203/satellite-image-classification-using-tensorflow

Click below to checkout the website

cnn gradio gradio-interface huggingface keras resnet resnet-101 satellite satellite-images tensorflow

Last synced: 20 Jan 2025

https://github.com/ignaciopardo/roadtrip

RoadTrip Road & Cars AI Detection

ai flask keras machine-learning pwa python research satellite-imagery tensorflow

Last synced: 14 Dec 2024

https://github.com/harryfallows/sightly

A system for automatically generating sight-reading music, utilising LSTM neural networks.

composition keras lstm music music-composition music-generation music-theory music21 neural-networks recurrent-neural-networks tensorflow

Last synced: 06 Jan 2025

https://github.com/neemiasbsilva/cnn-apply-3dmnist

A Simple Three Dimensional Convolutional Neural Networks approach

3dmnist conv3d deep-learning keras tensorflow

Last synced: 05 Jan 2025

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

Welcome to the repository, where innovation meets language! This repository is a comprehensive collection of tools, models, and resources dedicated to the exciting field of automatic text generation. Whether you're a researcher, developer, or enthusiast, this repository provides a playground for exploring cutting-edge technology.

ai ann cnn deep-learning deep-neural-networks gru keras lstm ml neural-networks nlp numpy python rnn tensorflow tensorflow2 text-processing

Last synced: 14 Jan 2025

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

A collection of code for CAP 4613: Intro to Deep Learning

convolutional-neural-networks deep-learning gradient-descent jupyter-notebook keras machine-learning neural-networks perceptron-algorithm python tensorflow

Last synced: 20 Jan 2025

https://github.com/asirwad/invisicipher

Deep Learning-Based image Steganography implemented with custom CNNs using keras along with Chaotic Encryption🔒 using pycryptodome and Enhanced Super Resolution🎨 implemented with GANs using pyTorch

deep-learning generative-adversarial-network keras pyqt5-desktop-application pytorch tensorflow

Last synced: 21 Jan 2025

https://github.com/autonn/autonn

A No-Code/ automated Machine Learning Framework

automl autonn deep-learning keras machine-learning no-code-framework no-code-machine-learning no-codeml python python3 pytorch tensorflow

Last synced: 15 Oct 2024

https://github.com/soumyajit4419/emojify--v1.0

Generate Emoji from text messages.

deep-learning emoji-prediction keras nlp tensorflow

Last synced: 13 Dec 2024

https://github.com/beekill95/torch-training-loop

Simple Keras-inspired Training Loop for Pytorch.

keras pytorch

Last synced: 13 Oct 2024

https://github.com/di37/imdb-reviews-sentiment-analysis-using-transformers

This repository contains a complete implementation of a sentiment analysis model using Transformers and TensorFlow. The project classifies IMDB movie reviews as either positive or negative by training Transformer model on the IMDB dataset.

keras machine-learning natural-language-processing nlp python sentiment-analysis tensorflow text-classification transformers

Last synced: 29 Dec 2024

https://github.com/eshansurendra/agromate

AgroMate: Revolutionizing farming with IoT-driven precision. Optimize water usage, monitor soil health, and protect crops from wildlife threats. Transform agriculture sustainably.

arduino azure esp32 iot keras machine-learning python pythonanywhere sustainability tensorflow

Last synced: 12 Oct 2024

https://github.com/albertaparicio/bsc-thesis

BSc thesis: Voice Conversion using Deep Learning

bachelor-thesis deep-learning keras python3 pytorch sequence-to-sequence speech-processing tensorflow voice-conversion

Last synced: 30 Oct 2024

https://github.com/geo-y20/ai-farmer-assistant

Wheat Farming AI Disease Detection and Chatbot Support

chatbot css disease-prediction flask html javascript jupyter-notebook keras nlp tensorflow website wheat

Last synced: 08 Jan 2025

https://github.com/mjahmadee/deeplearning2022

Welcome to Deep Learning 2022! This repository serves as a central hub for various deep learning projects created throughout the year. Explore the table below to dive into each project and discover the innovations and techniques used in deep learning research and applications.

computervision deeplearning keras nlp python pytorch tensorflow vision

Last synced: 11 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: 22 Jan 2025

https://github.com/geo-y20/standard-ocr-

Explore the Standard OCR Project: a deep learning-based character recognition system leveraging advanced computer vision techniques. Detect characters in images using ResNet, Xception, Inception, and MobileNet models. Train, evaluate, and contribute to this cutting-edge technology.

css deep-learning deep-neural-networks flask html javascript jupyter-notebook keras ocr-recognition ocr-text-reader python resnet tensorflow xception

Last synced: 08 Jan 2025

https://github.com/priyanshu1303d/churn-prediction

The model analyzes various customer attributes to predict whether a customer is likely to leave the bank.

artificial-neural-networks deep-learning keras tensorflow

Last synced: 21 Jan 2025

https://github.com/chekoduadarsh/custom-image-augmentation-keras

This is a plugin tool for your project to impliment your coustom image processing algorithms

image-augmentation image-processing imagedatagenerator keras starter-code

Last synced: 15 Dec 2024

https://github.com/shreyasbapat/ayushmanbhavagui

GUI and backend for Ayushman Bhava - DP 2018. Ayushman Bhava is a fully automatic and smart medical vending machine.

ajax-request flask gpio javascript keras tensorflow

Last synced: 04 Feb 2025

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

Facial emotions recognition CNN

cnn emotion-recognition keras machine-learning

Last synced: 11 Oct 2024

https://github.com/marc1404/quora-question-pairs

Quora Question Pairs, Applied Machine Learning, University of Amsterdam

deep-learning kaggle keras machine-learning nlp python quora university-of-amsterdam

Last synced: 21 Jan 2025

https://github.com/willyfh/federated-learning-tensorflow

An unofficial implementation of Federated Learning: Communication-Efficient Learning of Deep Networks from Decentralized Data (AISTATS 2017)

deep-learning federated-learning image-classification keras neural-network tensorflow

Last synced: 21 Dec 2024

https://github.com/mlykotom/video-segmentation

icnet keras optical-flow segmentation tensorflow

Last synced: 20 Dec 2024

https://github.com/nomomon/anime-recsys

:film_strip: Development and comparison of user-item recommendation systems in TensorFlow on an anime dataset.

anime collaborative-filtering content-based-recommendation deep-learning keras machine-learning matrix-factorization neural-network recommendation-system recommender-system recsys tensorflow tf-recsys

Last synced: 15 Jan 2025

https://github.com/gorbak25/trypophobia-detector

keras machine-learning trypophobia

Last synced: 14 Jan 2025

https://github.com/riccorl/elmo-wsd

Supervised end-to-end neural architecture that learns how to disambiguate words inside a text.

elmo keras multitask-learning natural-language-processing nlp sense-disambiguation-wsd tensorflow wsd

Last synced: 30 Dec 2024

https://github.com/riccorl/emergency-situation-awareness

Using Social Media to Enhance Emergency Situation Awareness

classification emergency keras neural-networks tensorflow tweets twitter

Last synced: 30 Dec 2024

https://github.com/aaaastark/hybrid-model-with-cnn-lstm-python

Hybrid Model with CNN and LSTM for VMD dataset using Python

cnn-architecture cnn-classification cnn-keras cnn-lstm-models cnn-model data-science deep-learning hybrid-model keras lstm-model lstm-neural-network machine-learning matplotlib numpy pandas python sklearn tensorflow vmd

Last synced: 15 Jan 2025

https://github.com/trevorhobenshield/quicklabel

Quick dataset labeling using quantized (PTQ) models in PyTorch, TensorFlow, and Keras

deep-learning keras parallel-processing pytorch tensorflow

Last synced: 15 Jan 2025

https://github.com/soumik12345/generative-adversarial-networks

Implementations of various architectures and implementations of Generative Adversarial Networks

conditional-gan convolutional-neural-networks gan generative-adversarial-network keras multilayer-perceptron neural-network python tensorflow wasserstein-gan

Last synced: 07 Jan 2025

https://github.com/vidit-kushwaha/tweet-sentimental-analysis

A deep learning project for sentiment analysis on tweets, classifying them into positive, negative, or neutral sentiments.

deep-learning keras machine-learning natural-language-processing python sentiment-analysis tensorflow text-classification

Last synced: 13 Oct 2024

https://github.com/andreped/nlp-mtl

Training neural networks to solve multiple tasks simultaneously from free text through multi-task learning

bert-embeddings keras multi-task-learning natural-language-processing neural-networks nlp scikit-learn

Last synced: 29 Dec 2024

https://github.com/marcelwinterot/nano-keras

Deep learning library inspired by Keras

keras machine-learning machine-learning-library numpy python

Last synced: 10 Oct 2024

https://github.com/mguludag/birthplace_region_predict_python_webapp

This project shows how to build&deploy python web app using keras and tensorflow to heroku

deep-learning heroku keras python tensorflow

Last synced: 03 Jan 2025

https://github.com/harmanveer2546/bird-species-prediction-using-deep-learning

Using convolutional neural networks to build and train a bird species classifier on bird pics data with corresponding species labels, also build GUI for the same.

callback deep-learning eda gui image-classification imagegenerator keras maxpooling mobilenetv2 opencv pillow plotly python tensorflow

Last synced: 12 Jan 2025

https://github.com/jaybfn/face-mask-detection-using-tensorflow-and-opencv

In most public meetings, such as malls, theaters, and parks, it is becoming increasingly vital to verify if persons in the audience are wearing face masks. The creation of an AI system that can detect if someone is wearing a face mask and allow them admission would be extremely beneficial to society. A basic Face Mask identification system is constructed using Convolutional Neural Networks, a Deep Learning approach (CNN). The TensorFlow framework and the OpenCV library were used to create this CNN Model, which is widely utilized in real-time applications.

cnn convolutional-neural-networks deep-learning keras opencv-python python3 tensorflow vscode

Last synced: 05 Jan 2025

https://github.com/sun1638650145/retinanet

Object Detection with RetinaNet.

keras object-detection retinanet

Last synced: 25 Dec 2024

https://github.com/rakibhhridoy/ctscanpredictioncovid19-tensorflow

Classifying covid positive and negative cases in ct-scan images. Though the data is not large enough, it can be processed and make prediction from the model. Images are quite similar thus the task became much complicated.

cnn cnn-classification cnn-keras computer-vision covid-19 ctscan deep-learning deep-neural-networks image-classification image-processing keras machine-learning medical-image-analysis neural-network prognosis python

Last synced: 25 Dec 2024

https://github.com/drishtiramesh/data-augmentation-using-dcgans

data-augmentation dcgan dcgan-keras fashion-mnist gan keras

Last synced: 11 Jan 2025

https://github.com/daltonmcphaden/axon_ml

Axon is a desktop application for predicting brain strain using neural networks. This repo contains the machine learning portion of Axon.

keras neural-networks python tensorflow

Last synced: 01 Feb 2025

https://github.com/andreimoraru123/neural-machine-translation

Modern Eager TensorFlow implementation of Attention Is All You Need

attention beam-search bleu-score byte-pair-encoding deep-learning dot-product-attention einops embedding-projector embeddings encoder-decoder keras label-smoothing language language-model nlp self-attention tensorflow tokenization transformers translation

Last synced: 18 Jan 2025

https://github.com/turgut090/nlp_az_r_py_global_vectors_tr_keras

NLP for Azerbaijani language

az embeddings jupyter-notebook keras nlp r rstudio tensorflow words

Last synced: 17 Jan 2025

https://github.com/bhattbhavesh91/regularization-neural-networks

Simple Demo to show how L2 Regularization avoids overfitting in Deep Learning/Neural Networks

deep-learning keras keras-neural-networks keras-tensorflow l2-regularization neural-networks overfitting regularization

Last synced: 16 Nov 2024

https://github.com/isubasinghe/food-101

A CNN to predict food

classification cnn image keras machine-learning

Last synced: 11 Jan 2025

https://github.com/jamormoussa/keratorch

Keratorch: A Keras-style high-level API for building and training models in PyTorch

deep-learning keras machine-learning model pytorch tensorflow training

Last synced: 22 Jan 2025

https://github.com/sakkyoi/vgg16-image-reverse-engine

An Image Reverse Engine based on VGG16

deep-learning image imagenet keras machine-learning python vgg16

Last synced: 24 Dec 2024

https://github.com/sudo-rushil/dga-intel-web

This deep learning model uses a CNN-LSTM architecture to predict whether a given domain name is genuine or was artificially generated by a DGA.

cnn deep-learning keras lstm lstm-cnn machine-learning tensorflow

Last synced: 18 Nov 2024

https://github.com/serhatderya/deep_learning

This repository contains my notes from Deep Learning With Tensorflow 2.0 from codebasics YouTube channel

ai artificial-intelligence artificial-neural-networks deep-learning deep-neural-networks deeplearning jupyter jupyter-notebook keras keras-neural-networks keras-tensorflow keras-tutorials neural-network neural-networks pyhon3 python tensorflow tensorflow-models tensorflow-tutorials tensorflow2

Last synced: 18 Jan 2025

https://github.com/simon-larsson/keras-masochism

Masochistic deep learning with Keras.

deep-learning keras machine-learning masochism

Last synced: 11 Jan 2025

https://github.com/simoninithomas/deep_q_learning

A DQL implementation with keras

deep-q-learning deep-q-network keras openai-gym

Last synced: 17 Jan 2025

https://github.com/dhairyac/news-article-classification

Use Hugging Face Transformers to classify news articles

albert-transformer huggingface-transformers keras tensorflow tokenization

Last synced: 31 Jan 2025

https://github.com/olucaslopes/draw2text

AI-powered drawing recognition app that uses advanced machine learning algorithms to detect numbers in drawing sketches

cloudinary computer-vision deep-learning digit-recognition drawing-recognition handwriting-recognition image-classification image-processing image-segmentation keras keras-tensorflow machine-learning mnist neural-networks numpy opencv pandas python streamlit tensorflow

Last synced: 04 Jan 2025

https://github.com/lee-w/keras-mnist-example

一天搞懂深度學習 Keras demo

keras

Last synced: 29 Jan 2025

https://github.com/imdeepmind/gender-by-just-firstname

A Neural Network approach to predict gender just by FirstName.

deep-learning gender-classification gender-classification-just-by-name keras machine-learning neural-network nlp numpy pandas python3

Last synced: 03 Jan 2025

https://github.com/hackintoshrao/solving-physics-in-keras

Solving a physics problem using keras

deep-neural-networks keras keras-neural-networks neural-networks physics

Last synced: 12 Jan 2025

https://github.com/emmanuel10701/detector

Sign Languages Detector

csv jupyter-notebook keras opencv python tensorflow

Last synced: 23 Jan 2025

https://github.com/giuliovv/anndl_competitions

Artificial Neural Networks and Deep Learning Polimi course 2021 Challenges

classification cnn keras

Last synced: 21 Jan 2025

https://github.com/mohamedsebaie/face_mask_detector_webapp-by_streamlit_heroku-

This Project has been implemented by using OpenCV to detect faces in the input images and a pre-trained Keras CNN model (MobileNetV2) as mask/no-mask binary classifier applied to the faces Images. The Deep Learning model currently used has been trained using images data set from Kaggle. The trained model has been shared in this repo.

caffee cnn-keras colab-notebook convolutional-neural-networks datagenerator deep-learning face-detection heroku-deployment image-classification imagenet keras mask-detection mobilenetv2 opencv pre-trained-model python streamlit transfer-learning webapp

Last synced: 21 Jan 2025

https://github.com/aminkhavari78/geoai-challenge-estimating-soil-parameters-from-hyperspectral-images-

Can you predict soil parameters from hyperspectral earth observation data?

dee keras matplotlib neural-network numpy pandas seaborn

Last synced: 19 Jan 2025

https://github.com/yashitanamdeo/realtime-face-mask-detection

A Machine Learning Real-time Face Mask Detection project built in Python using OpenCV, Tensorflow, and Keras

covid-19 face-mask-detection face-mask-detector facemask-detection keras keras-tensorflow machine-learning mask-detection opencv opencv-python python python3 real-time

Last synced: 30 Jan 2025

https://github.com/kemfic/behavioral-cloning-driving

teaching cars to drive

car driver keras machine-learning neural-network steering-angles tensorflow

Last synced: 10 Jan 2025

https://github.com/sshh12/stealthml

Using image segmentation and in-painting to stealthify images.

image-segmentation inpainting keras mask-rcnn

Last synced: 22 Dec 2024

https://github.com/programandoconro/santander-transactions-ml

Machine Learning competition on kaggle.org. 88% accuracy with Support Vector Machine algorithm. Deep Learning with keras. Middle table rank position

deep-learning kaggle kaggle-competition keras machine-learning-competition r santander-transaction-problem santander-transactions svm

Last synced: 23 Jan 2025

https://github.com/facultyai/faculty-xval

Cross-validation of Keras and scikit-learn models with the Faculty platform

cross-validation faculty-platform keras machine-learning python scikit-learn

Last synced: 31 Dec 2024

https://github.com/anuraganalog/tensorflow-in-practice

Lecture notebooks

coursera in jupyter keras lecture notebooks practise tensorflow tf

Last synced: 19 Jan 2025

https://github.com/andr3w03/book-recommender-system

Applied Machine Learning - Book Recommender System

Last synced: 29 Jan 2025

https://github.com/rahulguptagzb09/ann-keras-binary-classification

Artificial Neural Network Using Keras For Binary Classification

artificial-neural-networks binary-classification dnn keras python3

Last synced: 21 Jan 2025

https://github.com/orestonce/keras2go

keras2go 是一个可以把keras网络模型转换成纯go语言实现前向传播的工具

deeplearning golang keras pure-go

Last synced: 01 Feb 2025

https://github.com/nfultz/intro_dueto

~PyDataLA 2020~ talk

calculus keras slides statsmodels

Last synced: 09 Jan 2025

https://github.com/lucko515/cnn-tensorflow-keras

Implementation of simple Convolutional Neural Network in TensorFlow and Keras. The dataset used is MNIST.

convolutional-neural-networks keras machine-learning mnist-classification tensorflow

Last synced: 01 Feb 2025

https://github.com/alkasaliss/whichflower

# whichFlower : a flower species recognition app using tensorflow/keras and React-Native

computer-vision flower-classification keras react-native tensorflow

Last synced: 19 Jan 2025

https://github.com/nikhilroxtomar/custom-layer-in-tensorflow-using-keras-api

A simple code for creating your own custom layer in TensorFlow using Keras API. Here I have created the Dense layer same as the regular dense layer available in the Keras API.

dense keras tensorflow

Last synced: 16 Jan 2025

https://github.com/bgokden/lstm-recommender-example

An recommender system using Keras LSTM using product purchases as time-series data

encoder-decoder keras keras-tensorflow lstm recommender-system tensorflow

Last synced: 15 Dec 2024

https://github.com/0xdaksh/deeplearningchallenge1

Deep Learning Challenge 1 => Score: 0.72229

1 challenge deeplearning hackerearth inceptionv3 keras transfer-learning

Last synced: 18 Jan 2025

https://github.com/alakise/heart-disease

This study is the source code of the project named "Building a Supportive Artificial Neural Network Model in the Diagnosis of Heart Disease" presented at the 2021 Marmara University Student Congress. Check dataset on Kaggle or UCI.edu.

heart keras tensorflow

Last synced: 31 Dec 2024