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/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/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/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/marxmit7/twitanalysis

Twit sentiment analysis using deep learning

analysis deep keras learning nlp python tensorflow twitter

Last synced: 17 Jan 2025

https://github.com/lucaswychan/retinal-vessel-segmentation

Using Autoencoder to perform automatic segmentation of retinal vessels.

autoencoder keras segmentation tensorflow

Last synced: 11 Nov 2024

https://github.com/narasimha1997/pnuemonia_classification_onnx

Pnuemonia classification at scale using ONNX runtime and an inference server with batching support.

deep-learning deployment keras onnx python python3 tensorflow

Last synced: 27 Dec 2024

https://github.com/srlozano/mame_dl

Museum Art Mediums (MAMe) image classification task solved by Convolutional Neural Networks at Universitat Politècnica de Catalunya · BarcelonaTech

convolutional-neural-networks deep-learning keras python tensorflow

Last synced: 30 Nov 2024

https://github.com/degencap777/lstmstockpricepredictor

Predicting storck price of Suzunoya- by means of LSTM

keras matplotlib numpy pandas tensorflow yfinance

Last synced: 14 Nov 2024

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/robinka/web-neural-painter

Neural Painter made with React, TypeScript and TensorFlow.js - Generates seamless random gifs

gif keras neural paint random react tensorflow tfjs typescript web

Last synced: 13 Jan 2025

https://github.com/trainingbypackt/deep-learning-with-r-for-beginners

Design neural network models in R 3.5 using TensorFlow, Keras, and MXNet

computer-vision deep-learning keras machine-learning mxnet r

Last synced: 14 Nov 2024

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: 05 Dec 2024

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/marcogdepinto/dogs-vs-cats

Deep learning to classify if a picture contains a Dog or a Cat using Python, OpenCV, Keras.

deep-learning deep-learning-tutorial deep-neural-networks image-classification keras numpy opencv python python3

Last synced: 06 Jan 2025

https://github.com/shimaa83/image_classification

image classification using several deep learning algorithm

attention deep-learning keras pytorch

Last synced: 19 Nov 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/gmartinezramirez-old/data-science-portafolio

:notebook: [Active] Portafolio of data science projects. Using: Python, PyTorch, Spark, Tensorflow, Scikit, Keras. Includes Classification, Regression, Time series, NLP, Deep learning, among others.

data-science data-science-learning data-science-notebook data-science-portfolio hadoop jupyter-notebook keras notebook pandas pyspark python pytorch r sci-kit spark tensorflow

Last synced: 05 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/efecanxrd/lstm-derin-ogrenme-modeli-ile-enerji-tuketimi-tahmini

Derin modelleme için kullanılan paketler TensorFlow ve Keras'tır. Python ile Hollanda'nın ileride kullanabileceği tahmini! enerji tüketimini hesapladık.

deep-learning deep-learning-algorithms deep-neural-networks deeplearning keras plotly python tensorflow

Last synced: 15 Jan 2025

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/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/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/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/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: 06 Dec 2024

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/soumyajit4419/emojify--v1.0

Generate Emoji from text messages.

deep-learning emoji-prediction keras nlp tensorflow

Last synced: 13 Dec 2024

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: 06 Dec 2024

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

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

jupyter-notebook keras keras-models python tensorflow

Last synced: 19 Nov 2024

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

一天搞懂深度學習 Keras demo

keras

Last synced: 01 Dec 2024

https://github.com/nor0x/winaimp

an ai that generates winamp ⚡ skins

gan keras scisharp winamp

Last synced: 22 Dec 2024

https://github.com/joshua-dias-barreto/mnist-keras-tensorflow-anns

The objective of this project is to identify hand written digits using Artificial Neural Networks.

deep-learning keras machine-learning mnist neural-network tensorflow tensorflow-tutorials

Last synced: 21 Dec 2024

https://github.com/notedance/models

Neural network models built with TensorFlow.

deeplearning keras models neural-network tensorflow

Last synced: 13 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/sun1638650145/retinanet

Object Detection with RetinaNet.

keras object-detection retinanet

Last synced: 25 Dec 2024

https://github.com/norwegianseismicarray/nais

NORSAR AI System (tools for machine learning on waveform data)

deep-learning keras machine-learning python tensorflow

Last synced: 19 Dec 2024

https://github.com/manuelblancovalentin/dynamictable

An easy and user-friendly way to display dynamic data in Python using command-line tables

data deep display dynamic friendly gui interface io keras learning loop machine python python3 pytorch table tensorflow user

Last synced: 20 Dec 2024

https://github.com/metriccoders/metriccoders_notebooks

This is the Metric Coders repository containing all the notebooks for machine learning.

artificial-intelligence genai keras llm machine-learning natural-language-processing pytorch scikit-learn tensorflow

Last synced: 29 Dec 2024

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

Facial emotions recognition CNN

cnn emotion-recognition keras machine-learning

Last synced: 11 Oct 2024

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/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/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/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/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/techiesamosa/lunaxplore

LunaXplore enhances low-light images from the PSR regions of lunar craters to improve signal-to-noise ratio (SNR). By applying advanced deep learning and image processing techniques, the project creates high-resolution image maps from Chandrayaan-2's OHRC, aiding lunar landing site selection and supporting geomorphological studies of the lunar pole

deep-learning gan hpc image-processing keras opencv python retinex-theory signal-to-noise-ratio tensorflow

Last synced: 13 Nov 2024

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/joseabrantesjr/previsai

O PrevisAI é uma aplicação que utiliza tecnica avançada de deep-learning para prever os preços de fechamento de ações, ETFs, Fundos Imobiliários, Criptomoedas, etc.

acoes criptomoedas deep-learning etf fii keras mercado-financeiro numpy pandas previsao python scikit-learn tensorflow trade trading yfinance

Last synced: 31 Oct 2024

https://github.com/robertobochet/keras-talk

Jupyter notebook for the Keras talk, part of the Python Course 2021 by Politecnico Open unix Labs

course jupyter-notebook keras neural-network politecnico-di-milano politecnico-open-unix-labs python slides talk tensorflow tensorflow-tutorials tutorial tutorial-code

Last synced: 21 Dec 2024

https://github.com/bhattbhavesh91/tf-watcher-demo

Tutorial on TF-Watcher which is a real-time remote service to get the Keras callbacks to a website including the details of metrics.

keras tensorflow tensorflow-models

Last synced: 21 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/manuel-lang/cifar-100-cnn-feature-data

CIFAR 100 feature data extracted from a VGG16 pre-trained on ImageNet.

cifar100 keras vgg16

Last synced: 12 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/tallamjr/dnn

Implementations of Deep Neural Networks in Tensorflow 2.x

deep-learning deep-neural-networks keras tensorflow tensorflow-examples tensorflow2

Last synced: 17 Dec 2024

https://github.com/alicerunsonfedora/abysima

A machine learning experiment with generating languages.

coreml generative-models keras lingustics recurrent-neural-networks swiftui

Last synced: 16 Dec 2024

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/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/bhavik-jikadara/ai-ml-roadmap

Welcome to the ultimate guide for starting your journey in Artificial Intelligence and Machine Learning in 2024! This roadmap provides a step-by-step approach to mastering AI and ML, from fundamentals to advanced topics.

artificial-intelligence computer-vision deep-learning deployment fundamentals-of-programming keras libraries machine-learning mathematics mlops natural-language-processing production-code pytorch reinforcement-learning roadmap scikit-learn tensorflow tools

Last synced: 09 Nov 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/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/faseeh41/face_and_emotion_detection

Performing image classification for detection of various human emotions using CNN Architecture.

emotion-detection facial-recognition keras opencv tensorflow

Last synced: 13 Jan 2025

https://github.com/vincentblot28/face-recognition

Face attribute recognition with the celeba dataset

cnn face keras recognition siamese-neural-network

Last synced: 15 Dec 2024

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/nixhantb/onsite-health-diagnostic-ohd

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

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

Last synced: 14 Jan 2025

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

Keras neural network to predict traffic in Helsinki

avoindata helsinki keras numpy open-data python traffic

Last synced: 22 Nov 2024

https://github.com/fuzailpalnak/ml_training

CNN Semantic SegmentationTraining Keras

keras semantic-segmentation

Last synced: 16 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/arvinsingh/ml-and-dl

Machine Learning and Deep Learning projects on various datasets.

cnn deep-learning keras machine-learning object-recognition

Last synced: 13 Jan 2025

https://github.com/vsoch/repo2docker-keras

a repo2docker image with keras installed along tensorflow

docker forward keras repo2docker tensorflow

Last synced: 13 Jan 2025

https://github.com/abhibisht89/stackoverflow_post_auto_tag

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

deep keras learning python

Last synced: 16 Jan 2025

https://github.com/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