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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/itzalver/basenet-api

A simple way to build ML models with Keras and Tensorflow as base frameworks.

api deep-learning keras machine-learning python ray tensorflow

Last synced: 10 Oct 2024

https://github.com/impetus-udes/rule4ml

Resource Utilization and Latency Estimation for ML on FPGA.

fpga hls keras machine-learning neural-network onnx prediction python pytorch regression-models

Last synced: 10 Oct 2024

https://github.com/yahiakr/kerasga

A simple and easy-to-use implementation of Genetic Algorithm for Keras neural network models.

genetic-algorithm keras neural-network

Last synced: 11 Oct 2024

https://github.com/kautenja/keras-pyramid-pooling-module

An implementation of the Pyramid Pooling Module as a Keras layer.

keras pyramid-pooling-module

Last synced: 13 Oct 2024

https://github.com/barqawiz/ai-nanodegree-term2

Python code for AI Nanodegree Term2 Projects (Keras+Tensorflow)

ai aind2-nlp-capstone aind2-rnn dog-project keras tensorflow udacity

Last synced: 06 Nov 2024

https://github.com/huangy22/deep_learning

The course works from Andrew Ng's Deep Learning Specialization at Coursera.

convolutional-neural-networks deep-learning keras lstm-neural-networks recurrent-neural-networks

Last synced: 11 Nov 2024

https://github.com/ar4ikov/sentimentfilter

Быстрая и удобная библиотека для оценки тональности текста с использованием нейросети

cnn-keras cnn-text-classification filter keras lstm open-source sentiment sentiment-analysis tensorflow

Last synced: 30 Oct 2024

https://github.com/peptoneltd/dspp-data

Database of Structural Propensities of Proteins (dSPP) raw data repository by Peptone Inc.

biotechnology dataset keras keras-models machine-learning prediction protein protein-sequences protein-structure tensorflow tensorflow-models

Last synced: 09 Nov 2024

https://github.com/storopoli/solving-captchas

Tensorflow Keras CNN to solve Captchas

captcha computer-vision keras keras-tensorflow tensorflow

Last synced: 12 Oct 2024

https://github.com/tanyachutani/xception-tf2.0

A TensorFlow2.0 implementation of Xception Deep Learning with Depthwise Separable Convolutions

depthwise-separable-convolutions imagenet keras tensorflow tf2 xception

Last synced: 11 Nov 2024

https://github.com/jonasrauber/foolbox-tensorflow-keras-applications

The pretrained TensorFlow Keras models with a Foolbox Zoo compatible interface

adversarial-attacks foolbox imagenet keras pretrained-models tensorflow

Last synced: 29 Oct 2024

https://github.com/howardyclo/learn-to-highlight-movies

Highlight Stephen Chow's famous movies using bullet-screen comments, document vector and neural network.

doc2vec doc2vec-word2vec highlight-movies keras solr supervised-learning text-classification word2vec

Last synced: 09 Nov 2024

https://github.com/metriccoders/ai-studio

AI Studio by Metric Coders: A No-Code Software to train, download and deploy Large Language Models.

ai-studio artificial-intelligence generative-ai keras langchain large-language-models llm machine-learning natural-language-processing nlp python python3 scikit-learn tensorflow

Last synced: 27 Oct 2024

https://github.com/habedi/mosaic-art-maker

Making mosaic art of a given image using tile images generated by a Stable Diffusion model using KerasCV

computer-vision generative-art generative-model image-processing jupyter-notebook keras mosaic-images python stable-diffusion tensorflow2 tesnorflow

Last synced: 11 Nov 2024

https://github.com/qubvel/template

Template for data science project based on Docker and Jupyter server with Keras/Pytorch

docker jupyter-notebook keras pytorch

Last synced: 28 Oct 2024

https://github.com/ascvorcov/z80-ddqn

Implementation of Double Dueling Q-Network with prioritized experience replay learning to play zx-spectrum games

convolutional-neural-networks ddqn keras plaidml z80 z80-emulator zx-spectrum

Last synced: 24 Oct 2024

https://github.com/yusufberki/pyimageclassification

A Python project that classifies images with Keras and Tensorflow with transfer learning and visualizes the results.

classification deep-learning image-classification keras python tensorflow transfer-learning

Last synced: 08 Nov 2024

https://github.com/benjs/hourglass_networks

tf.keras implementation of "Toward fast and accurate human pose estimation via soft-gated skip connections" by Bulat et al. and "Stacked Hourglass Networks for Human Pose Estimation" by Newell et al.

bulat hourglass-network human-pose-estimation keras newell soft-gated-skip-connections stacked-hourglass-networks tensorflow

Last synced: 23 Oct 2024

https://github.com/quentinwach/generative-adversarial-network

Generative model formed by two adversarial artificial neural networks. Implemented with Keras using Tensorflow backend.

adversarial-learning generative-model keras

Last synced: 13 Nov 2024

https://github.com/sayakpaul/ccd-ahm-2022

Contains my code and deck for Cloud Community Days Ahmedabad 2022.

deployment docker gcp keras onnx tensorflow vertex-ai vision

Last synced: 28 Oct 2024

https://github.com/zackakil/webpage-autoencoder

Showing how you can embed and functioning auto-encoder inside a webpage using tensorflow.js.

autoencoder deep-learning generative-models keras machine-learning tensorflow-js

Last synced: 13 Nov 2024

https://github.com/deepmancer/tweet-disaster-detection

fine-tuned BERT and scikit-learn models for real-time classification of disaster-related tweets, using TensorFlow, Keras, and Transformers. .

bert bert-fine-tuning classification fine-tuning huggingface-transformers keras keras-tensorflow natural-language-processing nlp scikit-learn tensorflow tensorflow2 tokenizer transformers

Last synced: 02 Nov 2024

https://github.com/gaborvecsei/barlow-twins

Clean Tensorflow 2 Implementation of the Barlow Twins self-supervised learning method

embeddings keras python self-supervised-learning semi-supervised-learning tensorflow tensorflow2

Last synced: 07 Nov 2024

https://github.com/valaydave/mnist-experiments-with-metaflow

Experimentation Of different deep learning models for classification of digits on a MNIST dataset using Metaflow

deeplearning keras metaflow tensorflow

Last synced: 13 Oct 2024

https://github.com/florianwoelki/climate_change

This jupyter notebook is for visualising the climate change in the years from 1750 to 2015.

climate-change data-analytics jupyter keras machine-learning python tensorflow

Last synced: 14 Oct 2024

https://github.com/eshansurendra/cell_anomaly_detection_using_autoencoders

This repository offers a TensorFlow-based anomaly detection system for cell images using adversarial autoencoders, capable of identifying anomalies even in contaminated datasets. Check out our code, pretrained models, and papers for more details.

anomaly-detection autoencoder deep-learning h5 keras kernel-density-estimation machine-learning neural-network tensorflow

Last synced: 12 Oct 2024

https://github.com/flippchen/porscheinsight-carclassification-ai

Training and Evaluation of porsche car classification models

deep-learning image-classification keras machine-learning

Last synced: 13 Oct 2024

https://github.com/yashkant/enas-quantized-nets

Efficient Neural Architecture Search coupled with Quantized CNNs to search for resource efficient and accurate architectures.

automl enas keras neural-architecture-search quantized-neural-networks tensorflow

Last synced: 10 Nov 2024

https://github.com/omarsar/emotion_recognition_tensorflow

Deep Learning Based Emotion Recognition With TensorFlow

deep-learning emotion-recognition keras nlp rnn tensorflow

Last synced: 13 Oct 2024

https://github.com/mattbui/dd_qnet

A Double Dueling Deep Q learning model for turtle bot to navigate in custom gym-gazebo maze

double-dqn dueling-dqn keras qlearning

Last synced: 23 Oct 2024

https://github.com/sayakpaul/consistency-training-with-supervision

Contains experimentation notebooks for my Keras Example "Consistency Training with Supervision".

computer-vision consistency-regularization keras robustness-experiments tensorflow

Last synced: 28 Oct 2024

https://github.com/stared/stable-diffusion-keras-m1-gpu

Stable diffusion image generation with KerasCV for Macbook M1 GPU

gpu keras m1 m1-mac stable-diffusion tensorflow

Last synced: 09 Nov 2024

https://github.com/flakas/bubble-shooter-bot

Tensorflow and Q-Learning based Python bot for the Bubble Shooter flash game

bot bubble-shooter keras opencv python q-learning reinforcement-learning tensorflow

Last synced: 13 Oct 2024

https://github.com/sun1638650145/textextraction

An AutoML about text extraction, you can use three or four lines of code to extract text.

keras nlp pipeline textextracting transformer

Last synced: 06 Nov 2024

https://github.com/haidousm/fine

an artificial neural network framework built from scratch using just Python and Numpy

convolutional-neural-networks keras neural-network numpy python scratch-implementation

Last synced: 14 Oct 2024

https://github.com/anuragmishracse/smart_image_classifier

Image Classification library built on top of Keras. Identifies the best set of hyperparameters and train a classification model accordingly, hence, smart.

deep-learning hyperparameter-tuning image-classification keras neural-network tensorflow

Last synced: 14 Oct 2024

https://github.com/mgefimov/colorizer

black & white photo colorizer

coreml coreml-framework coreml-vision keras swift

Last synced: 11 Oct 2024

https://github.com/fdch/dreamsound

An adaptation of the Deep Dream project into an audio-based musical context

audio keras music python tensorflow

Last synced: 11 Oct 2024

https://github.com/imdeepmind/hocrox

Hocrox: An image preprocessing and augmentation library with Keras like interface.

computer-vision deep-learning image-processing keras machine-learning opencv python

Last synced: 11 Oct 2024

https://github.com/mbarbetti/pidgan

:package: GAN-based models to flash-simulate the LHCb PID detectors

deep-learning flash-simulation gan keras lhcb-experiment lhcb-lamarr machine-learning pid tensorflow ultrafast-simulation

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 Oct 2024

https://github.com/riccardobiondi/catopuma

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

deep-learning image-processing keras tensorflow

Last synced: 10 Oct 2024

https://github.com/ltfschoen/aind2-rnn

Term 2 Project 2 RNN and LSTM for time-series prediction and text generation

jupyter-notebook keras lstm-networks multi-class-classification recurrent-neural-networks

Last synced: 17 Oct 2024

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/tootouch/u-net_segmentation_with_tensorboard

This project implements the U-Net architecture used in image segmentation and visualizes the learning process using Tensorboard.

deep-learning image-segmentation keras python tensorboard tensorflow unet-segmentation

Last synced: 12 Nov 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: 07 Nov 2024

https://github.com/nazchanel/fake-news-detection-webapp

A Flask webapp that detects fake news with a given text input using the power of Natural Language Processing. Deployment on Heroku failed due to the program's large memory consumption.

data-science dataset keras keras-tensorflow machine-learning natural-language-processing nlp nlp-machine-learning python scikit-learn tensorflow

Last synced: 09 Nov 2024

https://github.com/sadmansakib93/medical_image_classification_keras

This is an example of medical image classification (binary classification) using Keras. Note that, the model is not fully optimized in this program, and hence it can be further optimized and the accuracy of the model can be enhanced further.

convolutional-neural-networks deep-learning deep-neural-networks image-classification keras keras-neural-networks machine-learning medical-image-analysis

Last synced: 12 Nov 2024

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: 10 Oct 2024

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: 02 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/notedance/note_rl

Reinforcement learning library for Keras and PyTorch.

deep-reinforcement-learning keras pytorch reinforcement-learning rl tensorflow

Last synced: 10 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: 30 Oct 2024

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/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: 30 Oct 2024

https://github.com/himkt/keras_example

Reimplementations

keras python reimplementation

Last synced: 13 Nov 2024

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/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/craftworksgmbh/mldocs

Documentation for the Machine Learning Process

documentation keras machine-learning sklearn

Last synced: 27 Sep 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: 03 Aug 2024

https://github.com/caronl/mnist_app

Repository for this app :

digit-recognition keras shinyapps tensorflow

Last synced: 13 Aug 2024

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: 01 Oct 2024

https://github.com/mayuanyang/doggy

An AI model to classify dog's actions

keras tensorflow

Last synced: 12 Oct 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: 15 Oct 2024

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

Machine Learning Army Knife

keras machine-learning

Last synced: 20 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/rcmalli/polimi-dl-project

Polimi Deep Learning PHD Course 2018 Project

deeplearning depth-estimation keras tensorflow

Last synced: 23 Oct 2024

https://github.com/lorenzwalthert/kerasmisc

Add-on functionality for the R implementation of Keras

callback keras learning-rate

Last synced: 09 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