Keras | Ecosyste.ms: Awesome

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/sayakpaul/keras-convnext-conversion

ConvNeXt conversion code for PT to TF along with evaluation code on ImageNet-1k val.

cnns convnext deep-learning image-recognition keras

Last synced: 28 Dec 2024

https://github.com/fmolivato/cwtlayerkeras

tensorflow 2.4 keras layer that compute cwt(continuous wavelet transformation) on signals

keras tensorflow2 wavelet-transform

Last synced: 14 Oct 2024

https://github.com/eddieoz/rsa-primes-resolution

Recover a Private Key from a given Public Key using the Right Triangle-based Constant time mathematical solution method.

decryption encryption encryption-decryption keras keras-neural-networks neural-networks private private-key-cryptography public-key-cryptography rsa rsa-algorithm rsa-cryptography rsa-decryption rsa-encryption rsa-key-encryption

Last synced: 02 Nov 2024

https://github.com/luickk/gan-audio-generator

Generating audio using a Generative Adversarial Network

deep-learning gan general-adversarial-network keras python

Last synced: 07 Nov 2024

https://github.com/resotto/laplace

LSTM Model to predict BTCUSD ticker values

bidirectional-lstm deep-learning keras lstm numpy python python3 recurrent-neural-networks scikit-learn sklearn tensorflow

Last synced: 15 Oct 2024

https://github.com/aydinnyunus/rock-paper-scissors-opencv

Rock Paper Scissors with OpenCV and Neural Networks

convolutional-neural-networks ipynb-jupyter-notebook keras keras-tensorflow machine-learning neural-network neural-networks opencv opencv-python opencv2 paper-scissors-rock python python3 rock-paper-scissors tensorflow tensorflow-examples tensorflow-tutorials

Last synced: 11 Oct 2024

https://github.com/sayakpaul/vision-transformers-tf

A non-exhaustive collection of vision transformer models implemented in TensorFlow.

inductive-biases keras recognition segmentation tensorflow transformers vision

Last synced: 28 Dec 2024

https://github.com/syagev/kaggle_dsb

Canidadate for the Kaggle 2017 Data Science Bowl - Automatic detection of lung cancer from CT scans

deep-learning kaggle keras python unet

Last synced: 07 Nov 2024

https://github.com/jackaduma/homoglyphattacksdetector

Detecting Homoglyph Attacks with CNN model using Computer Vision method

cnn cyber-security cybersecurity deep-learning deep-neural-networks deeplearning keras keras-neural-networks machine-learning phishing phishing-attacks phishing-detection siamese-network siamese-neural-network spoofing spoofing-attack

Last synced: 11 Nov 2024

https://github.com/n3pdf/evolutionary_keras

An evolutionary algorithm implementation for Keras

evolutionary-algorithm genetic-algorithm keras machine-learning open-source python tensorflow

Last synced: 20 Oct 2024

https://github.com/thakur-nandan/deeplearningwithkeras

How to use the Keras Deep Learning library

binder binder-jupyter-notebook binder-ready binders deep-learning jupyter-notebook keras keras-classification-models keras-neural-networks keras-tensorflow machine-learning mnist mnist-classification neural-networks

Last synced: 15 Oct 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/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/deep-diver/textual-inversion-pipeline

google-cloud-platform keras stable-diffusion tensorflow tensorflow-extended

Last synced: 07 Jan 2025

https://github.com/ilex-paraguariensis/yerbamate

A framework-agnostic deep learning package and experiment manager

deep-learning flax jax keras machine-learning neural-network package-manager pytorch pytorch-lightning replicability research tensorflow

Last synced: 20 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/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/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/gtesei/deepexperiments

TensorFlow/Keras experiments on computer vision and natural language processing

alexnet autoencoders computer-vision convolution convolutional-neural-networks deep-learning dropout generative-adversarial-network keras keras-neural-networks mnist natural-language-processing neural-networks regularization tensorflow tensorflow-experiments tensorflow-tutorials word2vec word2vec-model

Last synced: 10 Oct 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/joaoalvarenga/namegenderclassifier

Gender classification by name

brasil brazil classificador classifier gender genero keras mlp neural-network nome perceptron portugues portuguese

Last synced: 05 Nov 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/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/luckykadam/adder

Binary Adder using RNN in Keras

binary-addition full-adder keras recurrent-neural-networks tensorflow

Last synced: 28 Nov 2024

https://github.com/smahesh29/covid-19-detection-through-chest-x-ray

Detecting COVID-19 in X-ray images with Keras, TensorFlow, and Deep Learning

chest-xray-images cnn-classification cnn-keras cnn-model convolutional-neural-networks covid-19 covid19-detector deep-learning detection keras machine-learning tensorflow

Last synced: 10 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/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/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/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/jason-dai/aaai2019

AAAI 2019 Tutorial

aaai analytics bigdl deep-learning keras neural-network spark tensorflow

Last synced: 12 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/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/x-raylaser/keras-cnn-1drnn-ctc

A toolkit for training CNN-1DRNN-CTC model to perform line-level Handwritten Text Recognition

ai conv-lstm ctc-loss deep-learning handwriting-recognition htr keras lstm machine-learning neural-network-architectures neural-networks paper-implementations recurrent-neural-networks tensorflow toolkit

Last synced: 23 Oct 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/GINK03/keras-distillation

keras google-vision's distillation

keras keras-distillation tensorflow-basics vision-api

Last synced: 05 Nov 2024

https://github.com/jason-dai/cvpr2018

CVPR 2018 Tutorial

analytics-zoo bigdl cvpr deep-learning keras neural-network spark tensorflow

Last synced: 12 Oct 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/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/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/chen0040/java-audio-embedding

Audio classifier, encoder, and search engine in Java

audio-classification audio-encoder audio-search-engine genres keras music-classification search-engine tensorflow

Last synced: 16 Dec 2024

https://github.com/mohamed-94/salesprediction_for_supplychain

Sales forecasting for the supply chain industry.

keras machine-learning supply-chain supply-chain-optimization tensorflow

Last synced: 17 Nov 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/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/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/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/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/wagamamaz/tensorflow-wrapper-compare

Comparison of TensorFlow Wrappers

keras machine-learning neural-networks tensorflow tensorflow-wrappers tensorlayer tflearn

Last synced: 22 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/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/kiril-me/rep-task

Recognizing Textual Entailment

keras machine-learning nlp tensorflow text-entailment

Last synced: 07 Dec 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/barqawiz/aind2-nlp-translation

Machine translation pipeline. Ready models to translate between languages.

keras nlp tensorflow translation

Last synced: 10 Jan 2025

https://github.com/matlab-deep-learning/csinet-channel-compression-in-matlab-using-keras

This example shows how to co-execute MATLAB and Python to simulate the effect of channel estimate compression on precoding in a MIMO OFDM channel.

communications csinet deep-learning keras matlab matlab-deep-learning tensorflow

Last synced: 10 Jan 2025

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/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/RodolfoFerro/DevDayMid2019

Repositorio del taller "Redes Neuronales Convolucionales en Acción" para el Dev Day Mérida 2019.

artificial-intelligence dev-day keras neural-network python

Last synced: 19 Nov 2024

https://github.com/ducha-aiki/keras-sift

keras local-features sift

Last synced: 23 Oct 2024

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

🕵🏻‍♀️ Font Classification with Convolutional Neural Network

font keras neural-network nodejs scraper

Last synced: 16 Nov 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/snth/ctdeep

Cape Town Deep Learning Meetup Files

deep-learning deep-neural-networks jupyter-notebook keras keras-neural-networks tutorials

Last synced: 13 Oct 2024

https://github.com/sayannath/malaria-detection-cnn

Using CNN to detect Malaria with the help of cell images

cnn deep-learning image-classification imagedatagenerator keras machine-learning malaria-detection ne neural-network python tensorflow

Last synced: 09 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/sonu275981/gtsrb---german-traffic-sign-recognition

GTSRB - German Traffic Sign Recognition

convolutional-neural-networks deep-learning german-traffic-sign-classifier gtsrb-dataset keras neural-network python tensorflow

Last synced: 24 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/tchaton/the-nature-conservancy-fisheries-monitoring-challenge

augmentation cnn custom deep-learning keras

Last synced: 06 Jan 2025

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/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/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/lunarwhite/gen-anime-face

Train GAN model ref NTU MLDS. 李宏毅老师的二次元人脸/头像数据集

acg animation deep-learning keras python tensorflow

Last synced: 06 Nov 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/autonomio/kerasplotlib

A visualization library for Keras deep learning

deep-learning keras matplotlib tensorflow visualization

Last synced: 11 Oct 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/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/cyberzhg/keras-position-wise-feed-forward

Feed forward layer implemented in Keras

attention keras layer

Last synced: 30 Sep 2024

https://github.com/harshuljain13/deepneuralnets--alzheimer

Alzheimer Detection using Deep Neural nets

alzheimer-disease-prediction cnn deeplearning keras lstm tensorflow

Last synced: 08 Nov 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/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/achillesrasquinha/practical-deep-learning

The only Deep Learning course you'll ever need.

deep-learning keras machine-learning neural-networks tensorflow

Last synced: 13 Nov 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/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/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/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/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/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/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/chenanton/ai-rubiks-cube-solver

A program which generates a sequence of cube rotations learned from a deep neural network, solving a scrambled Rubik's Cube.

data-generator keras machine-learning matplotlib-pyplot neural-network python rubiks-cube rubiks-cube-solver tensorflow2

Last synced: 14 Oct 2024

https://github.com/amirbar/filterresponsenormalization

Filter Response Normalization Layer in Keras

deeplearning frn keras normalization

Last synced: 15 Oct 2024

https://github.com/burhanuday/ml-dl-algorithms

Repository containing notes, cheatsheets, datasets and usage of different ML and DL algorithms and libraries. These files can be used as base templates for your next project

deep-learning deeplearning keras machine-learning machinelearning neural-networks scikit-learn