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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/jasmcaus/canaro

A Python library including support for Deep Learning models built using the Keras framework

computer-vision convolutional-neural-networks deep-learning keras keras-tensorflow matplotlib opencv tensorflow

Last synced: 14 Oct 2024

https://github.com/agiletechvn/opencv-starterkit

OpenCV, nltk with Tensorflow all together

bert-model fasttext keras nltk opencv4 tensorflow

Last synced: 17 Dec 2024

https://github.com/simoninithomas/time-series-prediction-and-text-generation

Built RNNs that can generate sequences based on input data - with a focus on two applications: used real market data in order to predict future Apple stock prices using an RNN model. The second one will be trained on Sir Arthur Conan Doyle's classic novel Sherlock Holmes and generates wacky sentences based on it that may - or may not - become the next great Sherlock Holmes novel.

keras lstm nlp rnn-model text-generation

Last synced: 17 Nov 2024

https://github.com/isaaccorley/making-convolutional-networks-shift-invariant-again-tensorflow

Tensorflow Implementation of BlurPool the Antialiasing Pooling operation from "Making Convolutional Networks Shift-Invariant Again"

antialiasing artificial-intelligence computer-vision keras tensorflow

Last synced: 14 Oct 2024

https://github.com/cyberzhg/keras-losses

Some loss functions in Keras

coral-loss keras loss-functions ranking-loss

Last synced: 23 Oct 2024

https://github.com/danielegrattarola/cdt-ccm-aae

Change Detection in Graph Streams by Learning Graph Embeddings on Constant-Curvature Manifolds (2018, https://arxiv.org/abs/1805.06299)

change-detection deep-learning graph graph-neural-networks keras non-euclidean-geometry python

Last synced: 23 Oct 2024

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

This is a simplified version of pneumonia detection using a chest x-ray dataset with the inceptionv3 image classifier.

inceptionv3 keras pneumonia-detection tensorflow

Last synced: 14 Oct 2024

https://github.com/salvacorts/keras-mnist-paint

:bar_chart: An interactive GUI to draw numbers and recognize them using a CNN written with Keras and trained with MNIST

draw-numbers gui keras machine-learning mnist neural-network paint python tkinter

Last synced: 21 Nov 2024

https://github.com/imvision12/ademamix-optimizer-keras

A Keras 3 Implementation of AdEMAMix Optimizer

deep-learning keras optimization-algorithms optimizer

Last synced: 13 Oct 2024

https://github.com/wilmeragsgh/adabnn

Code related to thesis work: "AdaBnn: Binarized Neural Networks trained with adaptive structural learning"

deep-learning keras neural-networks scikit-learn tensorflow

Last synced: 02 Dec 2024

https://github.com/bm777/humanface-mask-detector

Build, train and deploy a complete human face mask detector using tensorflow.keras and opencv

dataset detector face keras mask mobilenetv2 tensorflow training

Last synced: 11 Oct 2024

https://github.com/dunky11/exponential-weighting-watermarking

Implemention of "Robust Watermarking of Neural Network with Exponential Weighting" in TensorFlow.

exponential-weighting keras neural-network tensorflow tensorflow2 watermark watermarking

Last synced: 14 Nov 2024

https://github.com/shekit/deep-learning-daily

Almost daily deep learning projects

deep-learning deep-neural-networks keras python tensorflow

Last synced: 09 Nov 2024

https://github.com/saradindusengupta/solar-power-forecasting

This project is part of my final semester project work for M.Sc degree. The main scope and target here is to forecast annual solar power output from geographic locations from Asia (depends on data) and then reduce the total soft cost incurred . The work is detailed in the documentation and project report provided below.

aws keras neural-network random-forest regression sklearn

Last synced: 12 Nov 2024

https://github.com/lshug/Continual-Keras

Keras-based framework for implementing continual learning methods.

catastrophic-forgetting continual-learning deep-learning ewc keras lifelong-learning lifelong-ml

Last synced: 15 Nov 2024

https://github.com/mreliptik/keras_to_tf_ncs2

Keras to Tensorflow test for Neural Compute Stick 2

keras model-optimizer ncs2 openvino tensorflow

Last synced: 27 Oct 2024

https://github.com/GINK03/keras-distillation

keras google-vision's distillation

keras keras-distillation tensorflow-basics vision-api

Last synced: 05 Nov 2024

https://github.com/jwest951227/emotiondetect

Humans are used to non verbal communication. The emotions expressed increases the clarity of any thoughts and ideas. It becoms quite interesting when a computer can capture this complex feature of humans, ie emotions. This topic talks about building a model which can detect an emotion from an image.

keras matplotlib numpy opencv pandas tensorflow

Last synced: 16 Nov 2024

https://github.com/ksdkamesh99/artistic-style-transfer

Artistic Style Transfer - This is the implementation of "A Neural Algorithm of Artistic Style". in Python, Keras

artistic-style-transfer keras python

Last synced: 24 Oct 2024

https://github.com/adeshpande3/kaggle-mnist

Simple ConvNet to classify digits from the famous MNIST dataset

convolutional-neural-networks kaggle keras mnist

Last synced: 30 Nov 2024

https://github.com/nicolas-raoul/selfie-or-not

Using machine learning, tell whether an image is a selfie or not

keras machine-learning python selfie tensorflow

Last synced: 09 Nov 2024

https://github.com/pydatablog/fastapi-model-deployment

An example for deploying Tensorflow 2 models with Docker and Fast API

docker keras model-deployment rest-api tensorflow-tutorials tensorflow2

Last synced: 08 Nov 2024

https://github.com/daveshap/keras_asr

ASR experiment using Google's Universal Sentence Encoder

asr keras seq2seq sequence-to-sequence speech-recognition speech-to-text universal-sentence-encoder

Last synced: 22 Nov 2024

https://github.com/andrefcruz/coref-web-platform

Site for testing a coreference resolution system on a user-friendly web interface.

coreference-resolution flask keras nlp polyglot tensorflow

Last synced: 20 Dec 2024

https://github.com/sondosaabed/datacamp-deep-learning-track

Advanced deep learning concepts, utilizing Keras and TensorFlow to explore neural networks, model optimization, and practical applications

datacamp deep-learning keras python

Last synced: 25 Dec 2024

https://github.com/gvishal/rank_text_cnn

Implementation of Learning to Rank Short Text Pairs with CNNs SIGIR'15 in Keras.

information-retrieval keras machine-learning python research-paper

Last synced: 25 Dec 2024

https://github.com/load1n9/agave

lightweight operating system written in Rust with wasi support.

bare-metal blogos embedded embedded-systems keras morosos no-std rhai rust rust-lang vga wasi wasm webassembly x86-64

Last synced: 09 Nov 2024

https://github.com/ivanbongiorni/maximal

A TensorFlow-compatible Python library that provides models and layers to implement custom Transformer neural networks. Built on TensorFlow 2.

attention-is-all-you-need attention-mechanism deep-learning keras machine-learning natural-language-generation natural-language-processing natural-language-understanding neural-network nlp tensorflow tensorflow2 transformer transformers

Last synced: 23 Oct 2024

https://github.com/offchan42/superkeras

:rocket: A bunch of Keras utilities and paper implementations written under TensorFlow backend

helpers keras permutation python3 tensorflow utilities

Last synced: 29 Oct 2024

https://github.com/sayannath/vit-tf-hub-application

Build and fine-tune your Image Classifier using a Vision Transformer Model from TensorFlow Hub

fine-tuning jax keras tensorflow tf2 tfhub transformers vision-transformer vit

Last synced: 24 Oct 2024

https://github.com/vijaydwivedi75/beyond_word2vec

Deep learning architectures to embed multi-word units into a vector space maximizing similarity between units of different sizes.

keras siamese-network tensorflow word2vec

Last synced: 29 Nov 2024

https://github.com/ogvalt/msdnet-keras

Here is my implementation of MSDNet for keras

deep-learning image-classification keras msdnet

Last synced: 14 Oct 2024

https://github.com/ritvik19/pyradox-generative

State of the Art Neural Networks for Generative Deep Learning

deep-learning gan keras tensorflow

Last synced: 13 Oct 2024

https://github.com/danieldacosta/rnn-keras

Building a Multi-Label Classifier doesn't seem a difficult task using Keras, but when you are dealing with a highly imbalanced dataset with more than 30 different labels and with multiple losses it can become quite tricky.

keras multi-class-classification multi-label-classifier multiple-losses-rnn rnn

Last synced: 12 Nov 2024

https://github.com/karolzak/images-vector-search

Simple implementation of search for visually similar images using deep learning and vector search. It's based on pretrained ImageNet weights so it doesnt require any additional training

cnn deep-learning deep-neural-networks embedding-models image image-processing images keras keras-tensorflow neural-networks resnet resnet-152 resnet-50 similarity-detection similarity-search transfer-learning vector-search vgg vgg19 visual-search

Last synced: 23 Oct 2024

https://github.com/dunky11/piracy-resistant-watermarks

Implemention of "Piracy Resistant Watermarks for Deep Neural Networks" in TensorFlow.

keras neural-network piracy-resistance tensorflow tensorflow2 watermark watermarking

Last synced: 14 Nov 2024

https://github.com/rajsoni03/neuralplot

Neural Plot is a python library for visualizing Neural Networks. It helps to plot Keras/Tensorflow model with matplotlib backend.

3d deep-neural-networks graph keras library matpolotlib neural-network neuralplot tensorflow visualization

Last synced: 11 Oct 2024

https://github.com/autonomio/kerasplotlib

A visualization library for Keras deep learning

deep-learning keras matplotlib tensorflow visualization

Last synced: 11 Oct 2024

https://github.com/tomasplsek/cadet

Machine learning pipeline for detection of X-ray cavities on Chandra images of early-type galaxies and galaxy clusters.

agn-feedback cavities convolutional-neural-networks jax keras segmentation

Last synced: 09 Oct 2024

https://github.com/pranavj1001/image-classification

A short template to classify images using convolutional neural networks.

convolutional-neural-networks image-classification keras python tensorflow

Last synced: 08 Dec 2024

https://github.com/veb-101/keras-vision

Porting vision models to Keras 3 for easily accessibility. Contains MobileViT v1, MobileViT v2

cnn computer-vision deep-learning jax keras keras3 mobilevit mobilevitv1 mobilevitv2 pytorch self-attention tensorflow transformers

Last synced: 07 Nov 2024

https://github.com/cyberzhg/keras-position-wise-feed-forward

Feed forward layer implemented in Keras

attention keras layer

Last synced: 30 Sep 2024

https://github.com/shubham0204/melanoma_classification_with_tf

A TensorFlow project to detect Melanoma using Convolutional Siamese Neural Networks.

convolutional-neural-networks keras neural-network python3 tensorflow

Last synced: 23 Nov 2024

https://github.com/degencap777/emotiondetect

Humans are used to non verbal communication. The emotions expressed increases the clarity of any thoughts and ideas. It becoms quite interesting when a computer can capture this complex feature of humans, ie emotions. This topic talks about building a model which can detect an emotion from an image.

keras matplotlib numpy opencv pandas tensorflow

Last synced: 14 Nov 2024

https://github.com/lunarwhite/gen-anime-face

Train GAN model ref NTU MLDS. ๆŽๅฎๆฏ…่€ๅธˆ็š„ไบŒๆฌกๅ…ƒไบบ่„ธ/ๅคดๅƒๆ•ฐๆฎ้›†

acg animation deep-learning keras python tensorflow

Last synced: 06 Nov 2024

https://github.com/amaansayyad/covid-19_face_mask_recognition_system

The Face Mask Recognition System uses AI technology to detect the person with or without a mask. It can be connected with any surveillance system installed at your premises. The authorities or admin can check the person through the system to confirm whether the person is wearing a mask or not.

computer-vision coronavirus covid-19 covid19 deep-learning face-detection face-recognition facemask-detection human-pose-estimation jupyter-notebook keras keras-tensorflow machinelearning opencv python3 tenserflow trending

Last synced: 08 Nov 2024

https://github.com/thejanw/flowchroma

A Deep Learning Based Automated Video Colorization Framework

colorization deep-learning keras lstm-cnn tensorflow

Last synced: 20 Nov 2024

https://github.com/alamkanak/parkinsons-research

An experiment to detect Parkinson's Disease using speech data

keras machine-learning python tensorflow

Last synced: 08 Nov 2024

https://github.com/vyomshm/deepanomaly

Main repository for GSOC-2017 project under CERN-HSF (https://summerofcode.withgoogle.com/projects/#4916590398144512)

anomaly-detection elasticsearch keras lstm time-series-analysis

Last synced: 29 Nov 2024

https://github.com/DanielDaCosta/RNN-Keras

Building a Multi-Label Classifier doesn't seem a difficult task using Keras, but when you are dealing with a highly imbalanced dataset with more than 30 different labels and with multiple losses it can become quite tricky.

keras multi-class-classification multi-label-classifier multiple-losses-rnn rnn

Last synced: 13 Nov 2024

https://github.com/kiril-me/rep-task

Recognizing Textual Entailment

keras machine-learning nlp tensorflow text-entailment

Last synced: 07 Dec 2024

https://github.com/Ritvik19/pyradox-generative?ref=pythonrepo.com

State of the Art Neural Networks for Generative Deep Learning

deep-learning gan keras tensorflow

Last synced: 13 Nov 2024

https://github.com/vanditg/person-retrieval-avss-2018

Implementation of our IEEE AVSS 2018 paper "Person Retrieval in Surveillance Video using Height, Color, and Gender".

alexnet-model color-classification deep-learning deep-neural-networks gender-recognition height-estimation keras maskr-cnn person-retrieval surveillance-video tensorflow

Last synced: 05 Nov 2024

https://github.com/james77777778/keras-aug

A library that includes pure TF/Keras preprocessing and augmentation layers, providing support for various data types such as images, labels, bounding boxes, segmentation masks, and more.

augmentation keras keras-cv preprocessing tensorflow

Last synced: 13 Oct 2024

https://github.com/hrolive/secure-and-private-ai

This course introduced me to three cutting-edge technologies for privacy-preserving AI: Federated Learning, Differential Privacy, and Encrypted Computation.

deep-learning federated-learning keras machine-learning privacy pytorch

Last synced: 09 Nov 2024

https://github.com/kovart/font-classificator

๐Ÿ•ต๐Ÿปโ€โ™€๏ธ Font Classification with Convolutional Neural Network

font keras neural-network nodejs scraper

Last synced: 16 Nov 2024

https://github.com/luozhouyang/deepse

Sentence Embeddings using Deep Nerual Networks in PRODUCTION!

bert keras sentence-embeddings simcse

Last synced: 14 Oct 2024

https://github.com/sondosaabed/introduction-to-deep-learning-with-keras

Using Keras in deep learning, covering tasks like predicting asteroid trajectories, binary classification of real and fake dollar bills, and reconstructing noisy images with neural networks.

deep-learning keras neural-network

Last synced: 25 Dec 2024

https://github.com/neka-nat/async-rl-noreward

Keras implementation of Curiosity-driven Exploration by Self-supervised Prediction

a3c deep-reinforcement-learning keras super-mario

Last synced: 14 Oct 2024

https://github.com/leonjessen/keras_tensorflow_demo

Demonstration of using Keras to run a simple deep feed forward artificial neural network using Tensorflow as backbone in R

datascience deeplearning demo keras machinelearning neuralnetwork r rstats rstudio tensorflow tidyverse tutorial

Last synced: 19 Nov 2024

https://github.com/RodolfoFerro/DevDayMid2019

Repositorio del taller "Redes Neuronales Convolucionales en Acciรณn" para el Dev Day Mรฉrida 2019.

artificial-intelligence dev-day keras neural-network python

Last synced: 19 Nov 2024

https://github.com/barqawiz/aind2-nlp-translation

Machine translation pipeline. Ready models to translate between languages.

keras nlp tensorflow translation

Last synced: 09 Dec 2024

https://github.com/sayannath/object-detection-app

An object Detection App using Flutter. I have integrated .tflite files with flutter. I have used the yolo and ssdmobilenet model to use this in the app.

dart flutter keras object-detection ssdmobilenet tensorflow tflite yolo

Last synced: 24 Oct 2024

https://github.com/elena20ruiz/easycam

๐Ÿ“ธ Share your DSLR camera images easily built in LauzHack'19

camera dslr flask keras react-native xiaomi-yi yi-action-camera

Last synced: 26 Oct 2024

https://github.com/petarv-/deep-lossy-fun

Accompanying demos for my TCES talk on loss function engineering

adversarial-inputs deep-neural-networks deepdream image-processing keras loss-functions neural-style vgg16

Last synced: 09 Nov 2024

https://github.com/tatevkaren/deep-learning-for-data-science

Deep Learning Case Studies with Tensorflow and Keras for Beginners-Advanced: ANN, CNN, RNN, Self-Organizing Maps, Boltzmann Machines, Stacked Autoencoders

ann artificial-intelligence artificial-neural-networks data-preprocessing data-science deep-learning ds keras modelling modelling-framework neural-networks numpy pandas python scikit-learn sklearn tensorflow

Last synced: 07 Dec 2024

https://github.com/oke-aditya/neural_encryption_networks

ICADCML 2021 A Novel Approach to Encrypt Data using Deep Neural Networks

cryptography deep-learning keras neural-cryptography

Last synced: 11 Oct 2024

https://github.com/mafda/deep_learning_101

Introduction to the basic notions that involve the concept of Machine Learning and Deep Learning. Linear Regression, Logistic Regression, Artificial Neural Networks, Deep Neural Networks, Convolutional Neural Networks.

artificial-neural-networks cnn-keras conda-environment convolutional-neural-networks deep-learning deep-neural-networks keras linear-regression logistic-regression machine-learning mnist neural-network python tensorflow

Last synced: 16 Nov 2024

https://github.com/imdeepmind/generatingtextwithlstm

The aim of this project is to generate text using LSTM Recurrent Neural Networks. LSTM Recurrent Neural Networks are powerful Deep Learning models that are used for learning sequenced data. Here a LSTM model is trained on 200 million samples, and the idea is that after training on 200 million samples, it should be able to generate text.

deep-learning keras lstm-model machine-learning python recurrent-neural-networks text-generation

Last synced: 11 Oct 2024

https://github.com/johnolafenwa/deepvision

Official Repository for my book, "Introduction to Deep Computer Vision"

computervision deeplearning keras machine-learning

Last synced: 05 Dec 2024

https://github.com/zyayoung/wechat_dljump

ๅพฎไฟก่ทณไธ€่ทณ่พ…ๅŠฉ

convolutional-neural-networks deep-learning keras python tensorflow

Last synced: 20 Nov 2024

https://github.com/cutupdev/barclays-plc-stock-price-prediction

This is Barclays PLC stock price prediction project using LSTM in Tensorflow Keras.

artificial-intelligence keras lstm-neural-network machine-learning prediction python tensorflow

Last synced: 21 Nov 2024

Keras Awesome Lists
CV-pretrained-model 103 awesome-tensorlayer 51 Awesome-Tensorflow2 105 awesome-keras 46 TensorFlow-Guide 819
Keras Categories
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