Projects in Awesome Lists tagged with keras-neural-networks

https://github.com/philipperemy/keras-attention

Keras Attention Layer (Luong and Bahdanau scores).

attention-mechanism attention-model deep-learning keras keras-neural-networks

Last synced: 20 Dec 2024

https://github.com/naivehobo/invoicenet

Deep neural network to extract intelligent information from invoice documents.

billing classification deep-learning deep-neural-networks deeplearning information-extraction information-retrieval invoice invoice-insight invoice-management invoice-parser invoice-pdf invoice-software invoices keras keras-neural-networks keras-tensorflow

Last synced: 20 Dec 2024

https://github.com/naiveHobo/InvoiceNet

Deep neural network to extract intelligent information from invoice documents.

billing classification deep-learning deep-neural-networks deeplearning information-extraction information-retrieval invoice invoice-insight invoice-management invoice-parser invoice-pdf invoice-software invoices keras keras-neural-networks keras-tensorflow

Last synced: 31 Oct 2024

https://github.com/philipperemy/keract

Layers Outputs and Gradients in Keras. Made easy.

deep-learning keras keras-neural-networks keras-tutorials keras-visualization machine-learning mnist multi-inputs visualize-activations

Last synced: 18 Dec 2024

https://github.com/gmalivenko/pytorch2keras

PyTorch to Keras model convertor

converter darts deep-learning deep-learning-models densenet imagenet keras keras-model-convertor keras-models keras-neural-networks keras-tensorflow machinelearning models-converter onnx pytorch pytorch-models resnet tensorflow tensorflow-models tensorflowjs

Last synced: 16 Dec 2024

https://github.com/umbertogriffo/Predictive-Maintenance-using-LSTM

Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.

deep-learning deep-learning-algorithms deep-neural-networks keras keras-models keras-neural-networks keras-tensorflow lstm lstm-neural-networks prediction-model predictive-maintenance timeseries

Last synced: 14 Nov 2024

https://github.com/scisharp/keras.net

Keras.NET is a high-level neural networks API for C# and F#, with Python Binding and capable of running on top of TensorFlow, CNTK, or Theano.

csharp-library deep-learning deep-learning-library fsharp-library keras keras-neural-networks neural-network

Last synced: 18 Dec 2024

https://github.com/SciSharp/Keras.NET

Keras.NET is a high-level neural networks API for C# and F#, with Python Binding and capable of running on top of TensorFlow, CNTK, or Theano.

csharp-library deep-learning deep-learning-library fsharp-library keras keras-neural-networks neural-network

Last synced: 02 Nov 2024

https://github.com/marcogdepinto/emotion-classification-from-audio-files

Understanding emotions from audio files using neural networks and multiple datasets.

audio audio-processing classification-report datascience deep-learning deep-neural-networks emotion emotion-classification-ravdess keras keras-neural-networks librosa livingstone machine-learning python python3 ravdess-dataset song songs speech tensorflow

Last synced: 15 Dec 2024

https://github.com/awslabs/keras-apache-mxnet

[DEPRECATED] Amazon Deep Learning's Keras with Apache MXNet support

apache-mxnet deep-learning keras keras-mxnet keras-neural-networks keras-tutorials mxnet python

Last synced: 27 Nov 2024

https://github.com/dkeras-project/dkeras

Distributed Keras Engine, Make Keras faster with only one line of code.

data-parallelism deep-learning deep-neural-networks distributed distributed-deep-learning distributed-keras-engine distributed-systems keras keras-classification-models keras-models keras-neural-networks keras-tensorflow machine-learning neural-network parallel-computing plaidml python ray tensorflow tensorflow-models

Last synced: 12 Nov 2024

https://github.com/fotisk07/Deep-Learning-Coursera

Projects from the Deep Learning Specialization from deeplearning.ai provided by Coursera

ai backpropagation backpropagation-learning-algorithm cnn-classification cnn-for-visual-recognition deep-learning deep-neural-networks deeplearning-ai gradient-descent jupyter-notebook keras keras-neural-networks lstm-neural-networks matplotlib music-generation neural-network numpy-tutorial poetry-generator rnn tensorflow

Last synced: 27 Nov 2024

https://github.com/snknitin/DeepfakeCapsuleGAN

Using Capsule Networks in GANS to generate very realistic fake images that could perhaps be used for deepfakes

capsule-networks celeba-dataset cifar-10 gans generative-adversarial-network keras-neural-networks mnist

Last synced: 11 Nov 2024

https://github.com/chhayac/machine-learning-notebooks

15+ Machine/Deep Learning Projects in Ipython Notebooks

cifar-10 ipython-notebook iris iris-dataset keras keras-neural-networks keras-tensorflow linear-regression machine-learning multivariate-regression notebook tensorflow tensorflow-models

Last synced: 12 Nov 2024

https://github.com/danmorales/cursods_profdanilo

Códigos Python com diferentes aplicações como técnicas de machine learning e deep learning, fundamentos de estatística, problemas de regressão de classificação. Os vídeos com as explicações teóricas estão disponíveis no meu canal do YouTube

aprendizado-de-maquina ciencia-de-dados data-science deep-learning keras-classification-models keras-layer keras-models keras-neural-networks machine-learning machine-learning-algorithms numpy pandas-dataframe pandas-python scikit-learn scikitlearn-machine-learning scipy tensorflow tensorflow-tutorials

Last synced: 12 Nov 2024

https://github.com/marcogdepinto/deep-learning-model-deploy-with-django

Serving a keras model (neural networks) in a website with the python Django-REST framework.

api api-rest artificial-intelligence artificial-neural-networks deep-learning deep-neural-networks django django-application django-framework django-rest-framework keras keras-model keras-models keras-neural-networks keras-tensorflow prediction python python-3 python3 tensorflow

Last synced: 11 Oct 2024

https://github.com/philipperemy/stock-volatility-google-trends

Deep Learning Stock Volatility with Google Domestic Trends: https://arxiv.org/pdf/1512.04916.pdf

google-trends keras keras-neural-networks keras-tensorflow tensorflow tensorflow-examples tensorflow-experiments

Last synced: 13 Oct 2024

https://github.com/philipperemy/very-deep-convnets-raw-waveforms

Tensorflow - Very Deep Convolutional Neural Networks For Raw Waveforms - https://arxiv.org/pdf/1610.00087.pdf

audio-analysis deep-learning deep-neural-networks keras keras-models keras-neural-networks keras-tensorflow machine-learning residual-networks tensorflow tensorflow-1-0 very-deep-cnn waveform

Last synced: 12 Nov 2024

https://github.com/uppulurikalyani/ml-nexus

ML Nexus is an open-source collection of machine learning projects, covering topics like neural networks, computer vision, and NLP. Whether you're a beginner or expert, contribute, collaborate, and grow together in the world of AI. Join us to shape the future of machine learning!

ann cnn computer-vision gssoc-ext gssoc24 hacktoberfest hacktoberfest-accepted keras-neural-networks keras-tensorflow machine-learning ml-frameworks natural-language-processing neural-networks opencv python pytorch transfer-learning

Last synced: 18 Dec 2024

https://github.com/anujdutt9/ai-chatbot

AI Chatbot using Dynamic Memory Network in Keras.

chatbot keras keras-neural-networks python-3-5

Last synced: 03 Dec 2024

https://github.com/ParikhKadam/bidaf-keras

Bidirectional Attention Flow for Machine Comprehension implemented in Keras 2

bidaf deep-learning deep-neural-networks deeplearning keras keras-models keras-neural-networks keras-tensorflow machine-comprehension machine-intelligence natural-language-processing natural-language-understanding neural-nets neural-network neural-networks neuralnetwork nlp python3 question-answering tensorflow

Last synced: 27 Nov 2024

https://github.com/philipperemy/keras-seq2seq-example

Toy Keras implementation of a seq2seq model with examples.

keras keras-neural-networks keras-tutorials seq2seq tensorflow

Last synced: 22 Oct 2024

https://github.com/deepsense-ai/Keras-PyTorch-AvP-transfer-learning

We pit Keras and PyTorch against each other, showing their strengths and weaknesses in action. We present a real problem, a matter of life-and-death: distinguishing Aliens from Predators!

alien keras keras-classification-models keras-models keras-neural-networks keras-tutorials predator pytorch pytorch-cnn pytorch-implementation pytorch-tutorial pytorch-tutorials

Last synced: 27 Nov 2024

https://github.com/teelinsan/kerasdropconnect

An implementation of DropConnect Layer in Keras

connect deep-learning drop dropconnect keras keras-implementations keras-neural-networks machine-learning regularization

Last synced: 16 Nov 2024

https://github.com/soumik12345/nearest-celebrity-face

Tensorflow Implementation of FaceNet: A Unified Embedding for Face Recognition and Clustering to find the celebrity whose face matches the closest to yours.

deep-learning deep-neural-networks deeplearning face face-recognition facenet facenet-model inception inception-resnet-v2 inceptionv2 keras keras-neural-networks keras-tensorflow machine-learning machinelearning meta-learning one-shot-learning python python3 tensorflow

Last synced: 02 Nov 2024

https://github.com/vitorcarvalho67/barium

Cutting-edge Python software utilizing neural networks and machine learning for precise hand movement tracking

cnn-keras computer-vision cv2 deep-learning human-computer-interaction keras-neural-networks machine-learning mediapipe-hands open-source opencv scikit-learn virtual-mouse

Last synced: 02 Dec 2024

https://github.com/sadmansakib93/stratified-k-fold-cross-validation-image-classification-keras

This python program demonstrates image classification with stratified k-fold cross validation technique.

cnn-keras convolutional-neural-networks cross-validation deep-learning image-classification keras-neural-networks machine-learning medical-image-analysis medical-image-processing stratified-cross-validation

Last synced: 12 Nov 2024

https://github.com/gregyjames/stocktwits-sentiment

Stocktwits market sentiment analysis in Python with Keras and TensorFlow.

hacktoberfest hacktoberfest-accepted hacktoberfest2021 keras keras-neural-networks keras-tensorflow python sentiment-analysis stock stock-analysis stock-data stock-market stock-price-prediction stocks tensorflow

Last synced: 10 Nov 2024

https://github.com/anujdutt9/artistic-style-transfer-using-keras-tensorflow

Art to Image Style Transfer using Keras and Tensorflow.

art artistic-style-transfer keras-neural-networks python35 style-transfer tensorflow vgg16

Last synced: 13 Nov 2024

https://github.com/shah0150/artificial-neural-networks-visualizer

Visualizing Artificial Neural Networks (ANNs) with just One Line of Code

artificial-intelligence artificial-neural-networks cnn-keras deep-learning keras keras-neural-networks machine-learning visualization

Last synced: 08 Nov 2024

https://github.com/abhijithneilabraham/mlcourse

A machine learning course flow that will make you more curious after I teach you!

keras-neural-networks keras-tensorflow learning machine ml python3

Last synced: 23 Oct 2024

https://github.com/anujdutt9/deeplearning

Deep Learning Concepts and Research Paper Implementations.

adversarial-networks artistic-style-transfer dcgan deep-learning-concepts keras-neural-networks neural-network paper-implementations python35 tensorflow

Last synced: 13 Nov 2024

https://github.com/payne911/sr-rescnn-keras

A Keras implementation of a SISR (Single-Image Super-Resolution) Residual-CNN.

cnn cnn-keras image-processing image-resolution keras keras-models keras-neural-networks sisr super-resolution

Last synced: 29 Nov 2024

https://github.com/nirantk/keras-practice

Notebooks covering Intro to CNN, Transfer Learning using VGG16

cnn-keras cnn-lecture keras keras-neural-networks keras-practice

Last synced: 14 Oct 2024

https://github.com/fbraza/fruitdetect

A deep learning model developed in the frame of the applied masters of Data Science and Data Engineering. We propose here an application to detect 4 different fruits and a validation step that relies on gestural detection. A full report can be read in the README.md. If anything is needed feel free to reach out.

deep-learning keras-neural-networks python3 socket-io yolov4

Last synced: 27 Nov 2024

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

QReLU and m-QReLU: Two novel quantum activation functions for Deep Learning in TensorFlow, Keras, and PyTorch

activation activation-functions deep-learning deep-neural-networks keras keras-classification-models keras-models keras-neural-networks keras-tensorflow neural-network neural-networks pytorch quantum quantum-algorithms quantum-machine-learning relu relu-activation relu-layer tensorflow torch

Last synced: 09 Nov 2024

https://github.com/vatshayan/image-recognition-project

Beautiful Image recognition and Classification Project for final year college students.

btech-project college-project collegeprojects cse-project data-science final final-project final-year-project finalyearproject image image-classification image-processing image-recognition image-recognition-algorithms keras keras-neural keras-neural-networks mtech-project

Last synced: 11 Oct 2024

https://github.com/faust-prime/X-ray-images-classification-with-Keras-TensorFlow

ConvNet (CNN) implementation to classify x-ray medical images

augmentation cnn cnn-for-visual-recognition cnn-keras cnn-tensorflow computer-vision keras-implementations keras-layer keras-neural-networks medical medical-image-analysis medical-image-processing tensorflow tensorflow-examples

Last synced: 15 Nov 2024

https://github.com/lucko515/fully-connected-nn

The fully connected neural network implemented in Numpy, from scratch, in Tensorflow and in Keras. The bonus code: Implementation of many different activation functions, in python, weight inits.

kaggle-dataset keras-neural-networks machine-learning neural-network tesnorflow

Last synced: 15 Oct 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/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/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/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/prakharchoudhary/mlworld

A collection of simple machine learning projects, that got me started in this wonderful domain!

classification clustering iris-dataset keras-neural-networks knn machine-learning neural-networks numpy pandas python scikit-learn

Last synced: 06 Dec 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/jay-johnson/antinex-datasets

Datasets for training deep neural networks to defend software applications

ai ai-security anti-nex deep-neural-networks deeplearning django flask keras keras-neural-networks machine-learning machine-learning-security network-security open-data react react-redux rest-api spring tensorflow tensorflow-models vue

Last synced: 01 Nov 2024

https://github.com/sharatsawhney/character_segmentation

A detailed Research project on Character-Segmentation using Neural Networks!

data-science deep-learning deep-neural-networks keras keras-layer keras-models keras-neural-networks matplotlib neural-network numpy opencv-python

Last synced: 03 Nov 2024

https://github.com/mlh-fellowship/0.1.2-sentiment-analysis-visualization

Machine Learning Web Application. Helps to visualize a character-by-character breakdown of how sentiment analysis classifies text

bentoml keras keras-neural-networks lstm lstm-sentiment-analysis machine-learning machine-learning-algorithms sentiment-analysis-visualization visualizations

Last synced: 17 Dec 2024

https://github.com/mikeroyal/keras-guide

Keras Guide

deep-learning keras keras-neural-networks keras-tensorflow machine-learning

Last synced: 24 Oct 2024

https://github.com/easonlai/pneumonia_classification_challenge_databricks

This is sample repos for how to use Keras Tuner to perform hyper-parameter tuning in Databricks.

cnn-keras convolutional-neural-networks data-science databricks hyperparameter-optimization hyperparameter-tuning keras keras-classification-models keras-neural-networks keras-tensorflow keras-tuner machine-learning neural-network pneumonia-classification resnet-50

Last synced: 10 Nov 2024

https://github.com/sapanz/digit-recognition-using-machine-learning

digit-recognition keras keras-neural-networks keras-tensorflow machine-learning machine-learning-algorithms matplotlib numpy python solution tensorflow training

Last synced: 26 Nov 2024

https://github.com/xoraus/fashionnet

Learn how to create a fashion classifier using CNNs, while delving into image preprocessing and optimization.

artificial-intelligence fashion-mnist keras-neural-networks machine-learning neural-networks python3

Last synced: 14 Nov 2024

https://github.com/siris2314/necrofinance

A powerful financial assistant built with databases, Neural Networks, and Natural Language Processing

api crypto cryptocurrency keras-neural-networks keras-tensorflow natural-language-processing neural-networks python3 scikitlearn-machine-learning sql sqlite3 stock stock-market stocks-predictor tensorflow

Last synced: 12 Oct 2024

https://github.com/sadmansakib93/ann-stratified-k-fold-cross-validation-keras-tensorflow

This repo contains examples of binary classification with ANN and hyper-parameter tuning with grid search.

ann artificial-neural-networks cross-validation deep-learning grid-search grid-search-hyperparameters ipynb keras-neural-networks keras-tensorflow machine-learning stratified-cross-validation

Last synced: 12 Nov 2024

https://github.com/bhattbhavesh91/xavier-initialization-walkthrough

A repository to show how Xavier initialization in Neural Networks help to initialize the weights of the network with random values that are not too small and not too large.

advantages keras keras-neural-networks keras-tensorflow neural-network neural-networks xavier-initialization xavier-initializer

Last synced: 16 Nov 2024

https://github.com/wolny/keras-image-net

Simple REST app for image classification using Keras pre-trained deep learning models

flask image-classification keras-neural-networks keras-tensorflow tensorflow

Last synced: 19 Nov 2024

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: 04 Dec 2024

https://github.com/prakharjadaun/ml-learn-with-me

Learn Machine learning and its different algorithms with me. In this repo, I upload well explained ml algorithms and topics related to statistics.

backpropagation data-visualization keras-neural-networks learn-with-me machine-learning numpy seaborn

Last synced: 17 Nov 2024

https://github.com/amarlearning/language-translation-model

Neural network model to translate text from french to english langauge

encoder-decoder-model keras keras-neural-networks machine-learning neural-machine-translation nlp

Last synced: 14 Nov 2024

https://github.com/rid17pawar/fashionapparelclassification-webapp

A web application for classifying clothing photos uploaded by users. It makes use of a deep learning model which is deployed using FastAPI. Achieved 85% accuracy in classifying images.

cnn-keras cnn-model fastapi image-classification keras keras-models keras-neural-networks neural-network react reactjs

Last synced: 17 Nov 2024

https://github.com/thelastframe/capsule-network-keras

A Capsule Network implementation in pure Keras running on Tensorflow 2.0

ai image-classification image-recognition keras keras-classification-models keras-implementations keras-models keras-neural-networks keras-tensorflow machine-learning-algorithms python tensorflow tensorflow-models tensorflow2

Last synced: 26 Sep 2024

https://github.com/moindalvs/neural_network_regression_gas_turbines

Predicting Turbine Energy Yield (TEY) using ambient variables as features.

activation-functions dropout-keras dropout-layers hyperparameter-optimization hyperparameter-tuning keras-neural-networks neural-networks neurons regression weights-and-biases

Last synced: 17 Nov 2024

https://github.com/moindalvs/neural_networks_from_scratch

Neural_Networks_From_Scratch

activation-function activation-functions back-propagation classification deep-learning gradient-descent hyperparameter-optimization hyperparameter-tuning keras-neural-networks machine-learning neural-network neural-networks optimization-algorithms optimizer tensorflow weight-initialization

Last synced: 17 Nov 2024

https://github.com/chhayac/gender-classification-using-images

Gender Prediction from Social Media profile pictures using Deep Learning

deep-learning deeplearning deepneuralnetworks gender-classification gender-prediction keras keras-neural-networks keras-tensorflow neural-networks vgg16

Last synced: 20 Nov 2024

https://github.com/devamoghs/lstm-text-generation

A generative model for text, character-by-character using LSTM recurrent neural networks in Python with Keras. Later extending to make Predictive Keyboard.

artificial-intelligence data-science deep-learning keras-neural-networks lstm-neural-networks machine-learning natural-language-generation

Last synced: 20 Dec 2024

https://github.com/saradindusengupta/email_spam_filter

This model mainly uses deep neural network to train and classify between spam and ham messages and compare them with SVM and random forest.

deep-learning keras-neural-networks python-3-5 sklearn tensorflow

Last synced: 03 Dec 2024

https://github.com/garethjns/msimodels

Exploring multi-sensory integration and decision making in biologically inspired deep neural networks.

audiodag brain decision-making deep-neural-networks event-detection keras-neural-networks lstm matlab multi-modal multisensory-processing psychophysics

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/royalbhati/keras-imageclassification

Image classification using keras with tensorflow as backend

cnn-keras computer-vision computervision keras keras-classification-models keras-examples keras-image-classifier keras-neural-networks keras-tensorflow keras-tutorials python python3

Last synced: 21 Nov 2024

https://github.com/bhattbhavesh91/visualize-neural-network

A simple walk-through of the ann-visualizer library which helps in Visualizing Neural Networks!

ann ann-visualizer keras-neural-networks keras-tensorflow neural-networks python-library visualizing-neural-networks

Last synced: 16 Nov 2024

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

hyper-sinh: An Accurate and Reliable Activation Function from Shallow to Deep Learning in TensorFlow, Keras, and PyTorch

activation-functions cnn cnn-classification cnn-keras cnn-model deep-learning deep-neural-networks keras keras-neural-networks keras-tensorflow machine-learning machinelearning-python pytorch sinh tensorflow tensorflow-models torch

Last synced: 10 Oct 2024

https://github.com/microchiptech/pic32cxbz2_wbz45x_ble_ml_orientation_demo

"IoT Made Easy!" - This application shows how to use TensorFlow Lite to build a basic machine learning application on a PIC32CX-BZ2 / WBZ451 device. The application classifies the orientation of the WBZ451 Curiosity board using a pretrained TensorFlow model, and then sends the classification result to an MBD App.

ble bmi160 deep-learning keras-neural-networks keras-tensorflow machine-learning tensorflow-examples tensorflow-lite tinyml wbz451 wbz451-curiosity

Last synced: 21 Dec 2024

https://github.com/serhatderya/deep_learning

This repository contains my notes from Deep Learning With Tensorflow 2.0 from codebasics YouTube channel

ai artificial-intelligence artificial-neural-networks deep-learning deep-neural-networks deeplearning jupyter jupyter-notebook keras keras-neural-networks keras-tensorflow keras-tutorials neural-network neural-networks pyhon3 python tensorflow tensorflow-models tensorflow-tutorials tensorflow2

Last synced: 17 Nov 2024

https://github.com/hackintoshrao/solving-physics-in-keras

Solving a physics problem using keras

deep-neural-networks keras keras-neural-networks neural-networks physics

Last synced: 14 Dec 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 Nov 2024

https://github.com/bilalmehrban/automatically-detect-web-compatibility-issues-using-machine-learning

keras-neural-networks machine-learning python web-compatibility

Last synced: 20 Nov 2024

https://github.com/rudreshveerkhare/numras

Artificial Neural Network Implementation like Keras From Scratch using Numpy

deep-learning keras-neural-networks neural-network numpy optimization-algorithms

Last synced: 16 Nov 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/sergio11/iot_network_malware_classifier

🛡️ The IoT Network Malware Classifier 🚀 is an advanced solution tackling security concerns in IoT, employing deep learning for precise malware detection in network traffic.

deep-learning iot iot-security keras-classification-models keras-neural-networks keras-tensorflow neural-networks tensorflow2

Last synced: 14 Dec 2024

https://github.com/sarthak-1408/indian-food-classification

This Repo Represents Indian Food Classification and with the help of this project you can easily identify the Indian food

classification-model deep-learning deep-neural-networks flask flask-application image-classification keras-neural-networks keras-tensorflow tensorflow

Last synced: 16 Nov 2024

https://github.com/abhilash1910/nexgcn

Sigmoid Spectral GCN library for binary classification on Networkx Graphs using statistical (centrality,distributions)/external features

binary centrality classifiation gcn keras keras-neural-networks semi-supervised-learning spectral tensorflow2

Last synced: 18 Dec 2024

https://github.com/trilokida/speaker-identification-from-voice

cnn-classification keras-neural-networks librosa lstm-neural-network mlp-classifier rnn-keras speaker speaker-identification speech-recognition voice

Last synced: 16 Nov 2024

https://github.com/nitesh585/aptos-2019-blindness-detection

Kaggle Competition...

blindness classification kaggle kaggle-competition keras keras-models keras-neural-networks keras-tensorflow machile-learning predictive-modeling

Last synced: 22 Nov 2024

https://github.com/robsonmt/break-captcha

deep-learning keras-neural-networks keras-tensorflow python-3-6

Last synced: 03 Dec 2024

https://github.com/sarthak-1408/tensorflow-basic-to-advanced

"Tensorflow zero to advanced" cover all the topics related to deep learning and explains each section in an easy and efficient way.

cnn-classification cnn-keras computer-vision keras-neural-networks keras-tensorflow neural-network tensorflow tensorflow-tutorials tensorflow2

Last synced: 21 Dec 2024

https://github.com/bhattbhavesh91/early-stopping-demo

A repository to show how Early Stopping in Keras can Prevent Overfitting

early-stopping keras keras-neural-networks neural-networks

Last synced: 16 Nov 2024

https://github.com/fyt3rp4til/face-mask-detection

cnn keras-neural-networks keras-tensorflow opencv python3 tensorflow

Last synced: 14 Nov 2024

https://github.com/sharikalog7/machine-learning

Machine learning,Deep Learning Data science

keras-models keras-neural-networks keras-tensorflow linear-regression logistic-regression neural-network tensorflow tensorflow-examples tensorflow-models

Last synced: 17 Nov 2024

https://github.com/aezata/fashion_mnist-keras-model

A simple Fashion_mnist Keras model that I coded.

deep-learning deep-neural-networks fashion-mnist keras keras-models keras-neural-networks

Last synced: 21 Dec 2024

https://github.com/nishi1612/machine-learning-for-data-mining

This repository consists of Lab Assignments for course Machine Learning for Data Mining.

cifar10-classification cnn-architecture cnn-classification cnn-keras colab-notebook colaboratory data-mining fashion-mnist fashion-mnist-dataset gradient-descent gradient-descent-implementation keras-neural-networks lab-assignments linear-regression logistic-regression machine-learning machine-learning-algorithms machinelearning-python mnist python-3

Last synced: 06 Nov 2024

https://github.com/kinginthenorth001/rice_leaf_disase_detection

A CNN Model that can predict these 4 (['Bacterialblight', 'Blast', 'Brownspot', 'Tungro']) Rice leaf diseases.

cnn-classification deep-learning deep-neural-networks image-processing keras-neural-networks tensorflow

Last synced: 21 Nov 2024

https://github.com/dalmia/capsnet-keras

Keras implementation of the NIPS 2017 paper "Dynamic Routing between Capsule"

capsule-networks deep-learning keras-neural-networks python

Last synced: 18 Dec 2024

https://github.com/nikhilcodes/draw-anywhere

Not just any simple Digit Recognition. MNIST Digit Recognition got lot more Interesting!

computer-vision cv2 deep-learning deep-neural-networks drawing-app illusion keras-neural-networks opencv opencv-python

Last synced: 17 Dec 2024

https://github.com/shettysach/handwriting-calculator

A calculator that uses handwritten digits and operators to calculate the result, using contour detection and CNN model prediction. Tensorflow (Keras) is used to create, train and load the neural network model used for predictions. CustomTKinter is used to provide the GUI. OpenCV and Pillow (PIL) are used for contour detection.

basic-arithmetic-operations calculator cnn cnn-keras convolutional-neural-networks digit-recognition handwriting-calculator handwritten-digit-recognition jupyter-notebook keras keras-models keras-neural-networks mnist mnist-classification mnist-handwriting-recognition opencv opencv2 pillow tensorflow tensorflow-models