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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/aryaaftab/svm-tensorflow

A repository containing the implementation of the SVM by TensorFlow 2.x

deep-learning keras svm tensorflow2

Last synced: 08 Jan 2025

https://github.com/marcnuth/keras-models

reusable & predefined models built via Keras, which could be easily integrated into your project.

artificial-intelligence artificial-neural-networks deep-learning keras keras-models models pretrained-models

Last synced: 06 Nov 2024

https://github.com/chrisby/deepcardiology

Implementations of deep and other ML approaches for cardiology.

cardiology convolutional-neural-networks deep-learning healthcare keras machine-learning

Last synced: 11 Feb 2025

https://github.com/srowen/quatrains-rnn

Simple example applying Keras, TensorFlow to Nostradamus's prophecies with Cloudera Data Science Workbench

cloudera cloudera-data-science gpu keras nlp rnn tensorflow

Last synced: 28 Jan 2025

https://github.com/marcometer/wine-classification-course

Using a multi-layer perceptron and the kNN Algorithm to classify wine to be red or white wine.

classification keras knn neural-network pandas python scipy tensorflow

Last synced: 05 Jan 2025

https://github.com/imdeep2905/digit-recognizer

This is a little project which implements ML model (trained on "Hello World of ML" - MNIST Digit Dataset) in real life.

convolutional-neural-network deep-learning keras mnist-classification mnist-handwriting-recognition opencv-python python tensorflow tkinter

Last synced: 20 Jan 2025

https://github.com/mayuanyang/doggy

An AI model to classify dog's actions

keras tensorflow

Last synced: 20 Jan 2025

https://github.com/jay-johnson/antinex-utils

Manage and use pre-trained deep neural networks with a common interface for build, compile, fit, evaluate, kfold, cross validate, and predict lifecycle phases using Keras and Tensorflow

ai-security anti-nex artificial-intelligence keras tensorflow

Last synced: 01 Nov 2024

https://github.com/facundoq/tmeasures

The Transformational Measures (TM) library allows neural network researchers to evaluate the invariance and equivariance of their models with respect to a set of transformations. Support for Pytorch (current) and Tensorflow/Keras (coming).

equivariance invariance keras measure neural-networks python python3 pytorch tensorflow variance

Last synced: 11 Oct 2024

https://github.com/ayberkyavuz/artificial_neural_network_automation

This repository is for automating artificial neural network model creation with tabular data using Keras framework.

automation deep-learning easy-to-use keras machine-learning neural-network python supervised-learning tabular-data

Last synced: 11 Feb 2025

https://github.com/abhaskumarsinha/seq2seq-bahdanau-attention-based-encoder-decoder-language-translator

A language translator based on a very simple NLP Transformer model, backed by encoder, decoder and a Bahdanau Attention Layer in between, implemented on TensorFlow.

attention-mechanism bahdanau-attention keras machine-learning nlp seq2seq tensorflow transformer

Last synced: 21 Jan 2025

https://github.com/leopeng1995/captcha_service

Captcha Service,验证码识别服务

captcha-solving cnn keras rnn tensorflow

Last synced: 08 Nov 2024

https://github.com/kasim95/ocr_math_expressions

A Deep Learning pipeline to recognize mathematical expressions from images

keras mathematics optical-character-recognition python python3 tensorflow tensorflow-models

Last synced: 09 Nov 2024

https://github.com/madeyoga/mnist

Train digit recognition model using Tensorflow and Keras with MNIST dataset

computer-vision digit-recognition handwritten-digit-recognition keras mnist tensorflow

Last synced: 15 Jan 2025

https://github.com/antoniocarta/threernn

ThreeRNN model for SemEval 2017 Task 3

keras ml nlp nlp-machine-learning python rnn

Last synced: 05 Dec 2024

https://github.com/lorenzwalthert/kerasmisc

Add-on functionality for the R implementation of Keras

callback keras learning-rate

Last synced: 05 Jan 2025

https://github.com/manfreddiaz/deep-docker

Dockerfile for creating a docker image with default configurations for Deep Learning tasks

cuda-toolkit deep-learning docker docker-image keras opencv3 pytorch tensorflow

Last synced: 07 Nov 2024

https://github.com/bettercallshao/gangengo

Generate fake snapshots of a GO game using GAN.

colab dcgan gan go go-game jupyter-notebook keras pipenv python

Last synced: 01 Feb 2025

https://github.com/shivamgupta92/signlang_action_recognition

This project utilizes action recognition and deep learning with OpenCV, MediaPipe, and Inception_ResNet for real-time sign language detection. This tool empowers users to interpret diverse sign gestures accurately, fostering inclusivity

cnn-keras deep-neural-networks keras nlp python3 resnet-50 tensorflow

Last synced: 11 Jan 2025

https://github.com/timofurrer/hslu-pren-digit-cnn

Convolutional Neural Network to recognize digits used in the PREN class @ HSLU

cnn digit-recognition hslu keras machine-learning pren tensorflow

Last synced: 09 Feb 2025

https://github.com/craftworksgmbh/mldocs

Documentation for the Machine Learning Process

documentation keras machine-learning sklearn

Last synced: 21 Jan 2025

https://github.com/aromoh/keras-distributed-streaming

Distributed Keras model for making predictions of sentiment from Spanish sentences in stream context using Spark Streaming and Apache Kafka

cnn-keras kafka keras keras-tensorflow pyspark-notebook sentiment-analysis spark spark-streaming

Last synced: 03 Feb 2025

https://github.com/yashkant/pnas-binary-nets

Progressive Neural Architecture Search coupled with Binarized CNNs to search for resource efficient and accurate architectures.

automl binarized-neural-networks keras neural-architecture-search tensorflow-experiments

Last synced: 21 Dec 2024

https://github.com/kgeorgiev42/Image-Colorization-of-Historical-Paintings

Recolorizing grayscaled historical paintings and photos with Deep Learning using an Autoencoder CNN.

deep-learning google-colab image-colorization keras python

Last synced: 14 Nov 2024

https://github.com/deepraj21/realtime-stock-predictor

This is a Streamlit app for predicting stock prices. It uses data from Yahoo Finance to show the stock's closing price, a chart of the closing price vs time, and a chart of the closing price vs time with the 100-day moving average and 200-day moving average. The user can input a valid stock ticker symbol and view the data for that stock.

deep-learning google-cloud keras lstm pandas-dataframe python scikit-build streamlit tensorflow

Last synced: 02 Nov 2024

https://github.com/himkt/keras_example

Reimplementations

keras python reimplementation

Last synced: 13 Jan 2025

https://github.com/phreakyphoenix/explainable-diabetic-retinopathy-detection

Detection of DR especially NPDR using ML, helping millions across the world. Repo created for Google AI ExploreML Mentorship

keras neuralnetworks tensorflow

Last synced: 14 Nov 2024

https://github.com/codestation-org/mlak

Machine Learning Army Knife

keras machine-learning

Last synced: 20 Oct 2024

https://github.com/soumik12345/gpt

A minimal implementation of Generative Pre-Training or GPT

deep-learning gpt-2 keras nlp openai tensorflow

Last synced: 07 Jan 2025

https://github.com/riccardobiondi/catopuma

Customizable Advanced Tensorflow(Torch) Objects to Preprocess, Upload, Model and Augment

deep-learning image-processing keras tensorflow

Last synced: 09 Feb 2025

https://github.com/andreped/t-loss-tf

Robust T-Loss for Medical Image Segmentation with TensorFlow backend

image-analysis keras medical python semantic-segmentation t-loss tensorflow tf tloss

Last synced: 29 Dec 2024

https://github.com/shaheennabi/end-to-end-nlp-project-with-lstm

🎇 NLP Hate Speech Detection with LSTM 🎆 An LSTM-based model for hate speech detection 💬, tackling dataset imbalance through data combination, applying tokenization, stopword removal, and using Keras embedding layers for effective text classification. Continuously improving with each experiment! 🔥

circcleci docker hate-speech-detection keras tensorflow

Last synced: 21 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: 09 Feb 2025

https://github.com/mohammedyunus009/dnn_acoustic_rec

A acoustic sound or environmental sound recogniser, uses deep neural networks to train on models

deep-learning deep-neural-networks extract-features keras sound sound-processing sound-synthesis soundcloud-api tensorflow

Last synced: 20 Dec 2024

https://github.com/gaborvecsei/swiss-army-tensorboard

A tool which helps you to release the true potential of Tensorboard

keras log logger python tensorboard tensorflow visualization

Last synced: 29 Dec 2024

https://github.com/kpriyanshu256/animevscartoon

Classification of anime and cartoon.

anime cartoon cnn keras tflearn transfer-learning vgg19

Last synced: 26 Jan 2025

https://github.com/sfp932705/pastafy

Pastafy yourself and even friends using neural network style transfer.

cnn keras keras-tensorflow neural-networks python style-transfer style-transfer-cnn

Last synced: 09 Feb 2025

https://github.com/shettysach/kannada-digit-recognizer-v1

Using a Convolutional Neural Network (CNN) to identify the Kannada numerical digits. Tensorflow (Keras) is used to create, train and load the neural network model. CustomTKinter/TKinter are used to provide the GUI and OpenCV is used to read input form the GUI.

cnn cnn-classification cnn-keras cnn-model convolutional-neural-networks customtkinter digit-recognition-mnist digit-recognizer kannada kannada-digit kannada-mnist keras keras-classification-models keras-neural-networks mnist mnist-classification opencv tensorflow tensorflow2 tkinter

Last synced: 10 Feb 2025

https://github.com/tobybreckon/python-cnn-tools-test

a set of simple tools to check if we have TensorFlow, Keras and PyTorch setup correctly to use GPU

gpu keras opencv pytorch tensorflow

Last synced: 27 Oct 2024

https://github.com/offchan42/honnet

🤖 Deep learning predicts who would win in a HoN match given heroes of both team

convolutional-neural-networks deep-learning game heroes-of-newerth hon keras neural-networks

Last synced: 29 Oct 2024

https://github.com/nikhil25803/foodvision

FoodVision is a Python project focused on multiclass image classification, employing Convolutional Neural Networks (CNN).

cnn deeplearning keras multiclass-classification python python3 tensorflow tkinter

Last synced: 10 Feb 2025

https://github.com/luca-parisi/m_arcsinh

m-arcsinh: A Reliable and Efficient Function for Supervised Machine Learning (scikit-learn, TensorFlow, and Keras) and Feature Extraction (scikit-learn)

activation activation-function activation-functions activations arcsinh classification dimensionality-reduction feature-extraction keras keras-tensorflow machine-learning machinelearning mlp mlp-classifier neural-network python scikit-learn svm svm-classifier tensorflow

Last synced: 30 Oct 2024

https://github.com/vartikaraj2512/dsml-internship-devtown-notebooks-

🌟 Data Science & Machine Learning Internship Projects 📊 Explore a curated collection of DS & ML notebooks covering topics like regression models, clustering, NLP, and deep learning. Dive into real-world projects such as price prediction, sentiment analysis, and customer segmentation. This repository reflects modern data-driven industry solutions

data-science filehandling googlecolab json kaggle keras machine-learning matplotlib numpy pandas python scikit-learn seaborn sql tensorflow

Last synced: 31 Oct 2024

https://github.com/abhaskumarsinha/dc-gan

A very simple and plain DC GAN to generate Image Flower Pictures out of the dataset.

dc-gan dcgan-tensorflow gan keras keras-neural-networks keras-tensorflow tensorflow2 tutorial tutorial-code

Last synced: 21 Jan 2025

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/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/savinrazvan/image_similarity

Compare image similarity using features extracted from the pre-trained VGG16 model. This project leverages cosine similarity for accurate visual similarity assessment, making it ideal for image retrieval and duplicate detection.

computer-vision convolutional-neural-networks cosine-similarity deep-learning feature-extraction image-comparison image-processing image-similarity keras pre-trained-models python vgg16

Last synced: 09 Feb 2025

https://github.com/abhaskumarsinha/keras-blenderbot

A Keras implementation of Blenderbot, a state-of-the-art open-domain chatbot model, supporting TensorFlow, PyTorch, and JAX backends seamlessly.

attention-mechanism chatbot-framework gpu-computing jax keras keras-models language-model python3 pytorch tensorflow

Last synced: 21 Jan 2025

https://github.com/ihabbendidi/trigger-word-detection

An implementation of trigger word detection using keras, for detecting digits spoken in an audio

audio deep-learning detection fourier-transform gru keras precision python rnn spectograms speech-recognition trigger trigger-word-detection wave

Last synced: 09 Feb 2025

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/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: 22 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/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/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/wenmuzhou/keras_mnist

learning keras with mnist

keras mnist

Last synced: 28 Dec 2024

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/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/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/omaraflak/mnist-keras-android

Running Keras CNN model on Android.

android cnn keras mnist tensorflow tensorflow-lite

Last synced: 12 Feb 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/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/crispengari/keras-rest

💎 This repository covers a lot of ground on how to build a rest API with keras and flask with few lines of code from development to production.

ai flask keras machine-learning python rest tensorflow

Last synced: 09 Feb 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