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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/dennishnf/segmentation-in-keras-using-u-net

This repository provides basic example of semantic segmentation using the U-Net architecture.

computer-vision deep-learning keras machine-learning python segmentation semantic-segmentation tensorflow u-net

Last synced: 23 Jan 2025

https://github.com/dhairyac/news-article-classification

Use Hugging Face Transformers to classify news articles

albert-transformer huggingface-transformers keras tensorflow tokenization

Last synced: 21 Nov 2024

https://github.com/thisis-developer/body-language-detection-with-mediapipe-and-opencv

Explore the world of non-verbal communication like never before with our Body Language Detection solution. Utilizing the advanced capabilities of MediaPipe and OpenCV, we provide real-time insights into human gestures, postures, and facial expressions.

body-language facial-expression-recognition jupyter-notebook keras mediapipe opencv pkl sklearn tensorflow tensorflow-lite tflite

Last synced: 04 Dec 2024

https://github.com/mongoexpuser/geological-image-classification-dnn

Geological Image Classification with Deep Feed-Forward Neural Network

keras matplotlib numpy pandas python scikit-image tensorflow

Last synced: 28 Nov 2024

https://github.com/zimmerrol/tf_keras_attention

Implementation and demonstration of how to apply 2D Gaussian Attention with Keras/TensorFlow

attention attention-mechanism deep-learning gaussian-attention keras neural-network tensorflow

Last synced: 16 Dec 2024

https://github.com/crispengari/keras-rest

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

ai flask keras machine-learning python rest tensorflow

Last synced: 16 Dec 2024

https://github.com/shourya1997/image-caption-generator

Experiments with Neural Image captioning in Keras based on Show and Tell.

deep-learning image-captioning keras tensorflow

Last synced: 10 Jan 2025

https://github.com/nandini-menon/know-when-your-attention-slacks

Neural Network that classifies Brainwaves to let a person know when they are not Attentive

keras machine-learning neural-network python3 tensorflow

Last synced: 30 Jan 2025

https://github.com/omaraflak/mnist-keras-android

Running Keras CNN model on Android.

android cnn keras mnist tensorflow tensorflow-lite

Last synced: 19 Dec 2024

https://github.com/datarohit/walk-or-run-image-classification

This is Deep Learning project made using InveptionV3 model and Images taken from Kaggle to predict if the person in Image is Walking or Running.

cnn-classification inceptionv3 keras keras-tensorflow matplotlib numpy tensorflow

Last synced: 23 Dec 2024

https://github.com/zeta36/fractalexplorationimitationlearning

Using the fragile framework as a memory explorer to train a neural network in Atari games

fragile keras machine-learning python

Last synced: 16 Dec 2024

https://github.com/farfarfun/funkeras

前沿算法，keras实现的搬运工

attention bert decoder encoder keras transformer yolo

Last synced: 11 Dec 2024

https://github.com/bhattbhavesh91/tensorgram-tutorial

Tutorial on TensorGram which is a real-time remote service to get the Keras callbacks to the telegram including the details of metrics.

keras telegram telegram-bot tensorflow tensorflow2 tensorgram tutorial

Last synced: 17 Jan 2025

https://github.com/tychota/g

An engine that would love to become alpha-go but is far far away

deep-learning go keras mcts

Last synced: 24 Dec 2024

https://github.com/sshh12/stealthml

Using image segmentation and in-painting to stealthify images.

image-segmentation inpainting keras mask-rcnn

Last synced: 22 Dec 2024

https://github.com/amir-abdi/deep-batch

Framework in python for training/validation of Caffe models

caffe deep-learning keras python

Last synced: 16 Dec 2024

https://github.com/dataxujing/mask_rcnn_keras

:bug::bug: Keras训练Mask RCNN教程，包括训练集构建，配置文件修改，训练，推断

instance-segmentation keras mask-rcnn

Last synced: 17 Dec 2024

https://github.com/sayannath/cutmix-augmentation-keras

Implementation of CutMix Augmentation with Keras.

augmentation cutmix cutmix-augmentation keras tensorflow2

Last synced: 11 Dec 2024

https://github.com/sedflix/autonomoustoycar

Self-Driving Toy Car using End-To-End Learning Model. It collects data about the surrounding environment, then discards it and drives into walls

arduino bluetooth cnn keras machine-learning self-driving-car

Last synced: 31 Dec 2024

https://github.com/chen0040/keras-image-captioning

Image captioning using recurrent network and convolutional network in Keras

convolutional-networks image-captioning keras pokemon recurrent-neural-networks

Last synced: 16 Dec 2024

https://github.com/marcpinet/handigits

🖐️ Background-independent deep learning model for hand sign digit recognition, using my own Deep Learning framework! (Neuralnetlib)

cv2 deep-learning hand keras mediapipe preprocessing recognition tensorflow

Last synced: 23 Jan 2025

https://github.com/kevinkit/correctsitting

This is a project that will make you sit correctly. It will take advante of machine learning algorithms.

keras machine-learning medical-imaging opencv tensorflow

Last synced: 23 Jan 2025

https://github.com/shriram-vibhute/deep-learning

Welcome to the Deep Learning Repository! This repository is designed to provide comprehensive resources and practical implementations related to deep learning. It includes foundational concepts, advanced techniques, and theoretical discussions to support both learning and research in deep learning.

ann cnn deep-learning keras natural-language-processing object-detection rnn tensorflow

Last synced: 22 Jan 2025

https://github.com/kahnvex/wincast

A win forecasting model for the NFL

deep-learning forecast keras nfl

Last synced: 22 Jan 2025

https://github.com/achint08/depth-2d-keras

Deep Learning model to get depth data from 2d images directly. Implemented on tensorflow keras.

2d-images 3d-reconstruction deep-learning depth-data-extraction depth-estimation keras monocular-depth-estimation tensorflow

Last synced: 28 Jan 2025

https://github.com/shankarprabhu-s/machine-learning-models-for-rice-salinity-prediction

This project classifies rice crops based on salinity stress levels using image analysis. 🌱 Salinity stress affects crop health and yield, and this model assists farmers and agricultural experts in evaluating salinity stress to make better-informed decisions.

animation api azure bootstrap css deep-learning docker emailjs flask html javascript keras machine-learning python tensorflow2 web-dev

Last synced: 13 Nov 2024

https://github.com/shreyasbapat/fouriernet-keras

Keras implementation of deep network to find Fourier transform of an image

fast-fourier-transform fourier-transform keras

Last synced: 10 Dec 2024

https://github.com/mythologyli/take-out-customer-service-robot

Take-out Customer Service QQ Robot 外卖客服 QQ 机器人

keras nlp nonebot2

Last synced: 22 Jan 2025

https://github.com/yvesemmanuel/machine_learning

Implements data problems solved with machine learning algorithms.

data-science keras keras-tensorflow linear-algebra machine-learning neural-network python scikit-learn

Last synced: 16 Jan 2025

https://github.com/mdaiyub/covid-19-detection

The emergence of Coronavirus Disease 2019 (COVID-19) in early December 2019 has caused immense damage to health and global well-being. Currently, there are approximately five million confirmed cases and the novel virus is still spreading rapidly all over the world. The chest X-ray images along with emerging Artificial Intelligence (AI) methodologies, in particular, Deep Learning (DL) algorithms have recently become a worthy choice for early COVID-19 screening. This work proposes a DL-assisted automated method using X-ray images for the early diagnosis of COVID-19 infection. We evaluate the effectiveness of the pre-trained Convolutional Neural Network (CNN) model. The model has been validated on publicly available chest X-ray images and it is obtained by CNN with an accuracy of 97.26%. This study will be useful for researchers to think about the design of more effective CNN-based models for early COVID-19 detection.

backend early-stopping global keras matplotlib modelcheckpoint numpy os pandas tensorflow

Last synced: 17 Jan 2025

https://github.com/dinhanhx/determination

Scripts to set global random for some machine learning framework

determination deterministic keras pytorch randomness scikit-learn tensorflow2

Last synced: 28 Jan 2025

https://github.com/prakashjha1/stock-trend-prediction

Deep learning for predicting stock market prices and trends has become even more popular than before. I have used yahoo finance to collect the data and LSTM to build the stock trend model.

deep-learning keras lstm lstm-neural-networks machine-learning numpy pandas pandas-datareader prediction python rnn tensorflow

Last synced: 16 Jan 2025

https://github.com/rishikesh-jadhav/autonomous_car_using_applied_deep_learning_and_udacity_simulator

Developed a deep learning model from the scratch, trained it on the dataset gathered from the Udacity simulator, fine-tuned the model for predicting steering angles, and conducted testing on the vehicle in adverse environments.

autonomous-vehicles behavioral-cloning convolutional-neural-networks deep-learning keras self-driving-car

Last synced: 22 Jan 2025

https://github.com/sid911/tensorflowbasics

Just some basics of tensorflow using keras api and subclassing api

keras python tensorflow-examples tensorflow2

Last synced: 18 Jan 2025

https://github.com/ralgond/deepreco

Deep Recommendation Algorithms: LR, FM, DeepFM, DCN, DCNv2

deepfm fm keras lr tensorflow2

Last synced: 09 Jan 2025

https://github.com/manikantasanjay/indian_number_plate_character_recognition

Character Recognition of Indian Number Plates Using Deep Learning Model Architecture(CNN).

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

Last synced: 22 Dec 2024

https://github.com/manikantasanjay/covid_xray_detector_flask_app

A simple flask app for detecting covid-19 from chest x-ray images.

deep-learning flask h5py keras machine-learning python

Last synced: 22 Dec 2024

https://github.com/mstazherova/im-cyclegan

🤓 Applying cycle-consistent adversarial networks to the face attribute manipulation problem.

computer-vision cyclegan gan image-translation keras tensorflow

Last synced: 15 Dec 2024

https://github.com/adeel-intizar/cifar-10-state-of-the-art-model

TensorFlow / keras Implementation of a new Architecture on CIFAR-10 Dataset

cifar-10 cifar10 keras resnet resnet-50 senet tensorflow

Last synced: 09 Jan 2025

https://github.com/pabvald/data-mining

Implementation of different Machine Learning algorithms within the Data Mining course (2019/2020) of the University of Valladolid

jupyter-notebook keras machine-learning python3 sklearn-library

Last synced: 29 Jan 2025

https://github.com/anish202020/data-analysis-and-machine-learning-basic-programs

Basic programs on data analysis and machine learning for students. It includes a variety of tutorials, examples, and models to help students understand and apply these concepts.

keras matplotlib numpy pandas python sklearn tensorflow

Last synced: 15 Dec 2024

https://github.com/anish202020/real-time-emotion-face-detection

The primary purpose of this website is to detect emotions in real-time using facial expressions captured via a camera.

fer keras numpy opencv python streamlit tensorflow

Last synced: 15 Dec 2024

https://github.com/jeonghunyoon/jupyter-notebooks

Machine learning, deep learning python notebooks (Tensorflow, keras, sklearn)

deep-learning keras machine-learning tensorflow

Last synced: 24 Jan 2025

https://github.com/cyberzhg/keras-succ-reg-wrapper

A wrapper that slows down the updates of trainable weights.

keras regularization wrapper

Last synced: 25 Jan 2025

https://github.com/debugger404/earlystoping-torch-keras

PyTorch and TensorFlow-Keras Training - 🧠🛠️ Utilizes CIFAR-10 dataset for PyTorch and MNIST for TensorFlow-Keras. Implements early-stopping to prevent overfitting during training. Provides code snippets for early-stopping implementation in both PyTorch and TensorFlow-Keras.

cifar10 early-stopping image-classification keras mnist-classification python pytorch tensorflow training

Last synced: 22 Dec 2024

https://github.com/nemeslaszlo/lending-club-analysis

Lending Club analysis, with a model that can predict whether or nor a borrower will pay back their loan.

binary-classification classification data-visualization keras matplotlib numpy pandas seaborn tensorflow

Last synced: 29 Jan 2025

https://github.com/souris-dev/neural-style-transfer

Neural style transfer implementation in keras using the method proposed by Johnson et al., and using the method by Gatys et al.

deep-learning keras neural-network style-transfer

Last synced: 23 Jan 2025

https://github.com/sneha1012/multimodal-chest-x-ray-image-generation-using-conditional-gans

This repository presents a sophisticated Conditional Generative Adversarial Network (cGAN) designed to synthesize chest X-ray images, representative of six distinct medical conditions. The overarching ambition is to harness these synthetic images to augment authentic datasets.

deep-learning generative-adversarial-network keras medical-imaging tensorflow

Last synced: 29 Jan 2025

https://github.com/ramesh-x/modelviewer

Display outputs of each layer in CNN models

cnn-keras keras model-visualization pyqt4 visualization-toolbox visualzation

Last synced: 24 Dec 2024

https://github.com/anantzoid/kaggle-leaf-classification

My solution to Kaggle's Leaf Classification competition

autoencoder deep-learning kaggle kaggle-competition keras

Last synced: 29 Jan 2025

https://github.com/amine-akrout/smoker_detection

Smoker Detection deep learning model served via a Web App using TensorFlow, tensorflow-serving, flask and Docker compose

deep-learning docker docker-compose flask inceptionv3 keras model-deployment model-serving tensorflow tesnorflow-serving transfer-learning

Last synced: 29 Jan 2025

https://github.com/amine-akrout/spam-filter

Deploying a deep learning based Spam filter for e-mails using keras, flask, Docker and docker-compose

docker docker-compose flask keras lstm text-classification

Last synced: 29 Jan 2025

https://github.com/duyu09/power-load-decomposition-algorithm

Power Load Decomposition Algorithm. 基于人工智能与Keras框架的电力负荷分解算法。

ai keras python

Last synced: 16 Jan 2025

https://github.com/zrkhadija/yoga-pose-recognition-using-cnns

This project employs deep learning techniques to classify yoga poses from images. Using CNNs, the model predicts the pose name for each input image, leveraging techniques like data augmentation and k-fold cross-validation to enhance performance and reliability.

cnn data-augmentation deep-learning evaluation keras tenserflow

Last synced: 07 Dec 2024

https://github.com/theodedeken/dimdrop

Dimensionality reduction using Neural Networks

dimensionality-reduction keras machine-learning-algorithms ml python

Last synced: 29 Jan 2025

https://github.com/amogh7joshi/deeptoolkit

A deep learning library containing implementations of popular algorithms and extensions to TensorFlow and Keras, with an in-built computer vision module.

deep-learning keras neural-networks python tensorflow

Last synced: 29 Jan 2025

https://github.com/nafisalawalidris/building-a-cnn-to-classify-handwritten-characters

Building a CNN to Classify Handwritten Characters" is a proof-of-concept project using Python, TensorFlow, and Keras. It demonstrates how a Convolutional Neural Network (CNN) can identify scanned characters in the MNIST database. The goal is to convert historical documents into searchable databases, improving ancestry search services.

data-science database handwritten-characters image-recognition jupyter-notebook keras machine-learning proof-of-concept python tensorflow

Last synced: 23 Jan 2025

https://github.com/martincastroalvarez/keras-nltk-topic-modeling

Implementation of a Neural Network to classify text with Python and Keras

keras matplotlib neural-network python3 reuters text-classification

Last synced: 22 Dec 2024

https://github.com/igelbox/lamarr

Quadrupeds learn to conquer mankind

3d-printing keras machine-learning pybullet quadruped

Last synced: 17 Jan 2025

https://github.com/ayaz-amin/neuralnetworkpong

Pong AI Written in Python 3.6.7, JavaScript and HTML

deep-learning html5 javascript keras pong python3 tensorflow

Last synced: 29 Jan 2025

https://github.com/jixinfeng/deeplearning.ai

My solutions for deeplearning.ai programming assignments

andrew-ng deeplearning-ai jupyter-notebook keras python tensorflow

Last synced: 29 Jan 2025

https://github.com/tritonix711/digitvision-number-predictor

"DigitVision: Number Predictor" is a deep learning project that uses a Convolutional Neural Network (CNN) to classify handwritten digits (0-9) from images. Built with Python and TensorFlow, it supports dataset preprocessing, model training, evaluation, and predictions, offering a scalable and accurate solution for digit recognition tasks.

cnn keras matplotlib numpy os pillow plt python tensorflow tkinter

Last synced: 17 Jan 2025

https://github.com/eduribeiro00/artworkrecognition-feup-vcom

Code and projects developed in the VCOM subject throughout the semester (MIEIC 4th year, 2nd semester).

bagofwords cnn cnn-classification cnn-keras computervision jupyter-notebook keras opencv opencv-python python

Last synced: 29 Jan 2025

https://github.com/tugot17/simple-gan-in-keras

Introduction to Generative Adversarial Networks on a pet example, created with Keras package

gan generative-adversarial-network introduction intuition keras

Last synced: 21 Nov 2024

https://github.com/andr3w03/chicago-weather-time-series

Machine Learning Development - Chicago Weather Time Series

dicoding keras lstm machine-learning mae python tensorflow time-series

Last synced: 29 Jan 2025

https://github.com/andr3w03/news-classification-nlp

Machine Learning Development - News Classification NLP

dicoding keras machine-learning news-classification nlp nltk python tensorflow tokenizer

Last synced: 29 Jan 2025

https://github.com/zabir-nabil/kerasic-park

Keras Model Zoo, A compilation of links to pre-trained weights of keras models for CV, NLP, Signal, Speech, etc. domain from all possible sources.

keras keras-model keras-model-zoo keras-pre-trained keras-weights

Last synced: 29 Jan 2025

Keras Awesome Lists
CV-pretrained-model 103 awesome-tensorlayer 51 Awesome-Tensorflow2 105 awesome-keras 46 TensorFlow-Guide 819
Keras Categories
Model 💛💛💛💛💛<a name="Model" /> 54 Reinforcement Learning Learning Resources 43 Distributed Computing Tools, Libraries, and Frameworks 39 C/C++ Learning Resources 34 Other 💛💛💛💛💛<a name="Other" /> 32 JavaScript Tools, Libraries, and Frameworks 29 C/C++ Tools and Frameworks 25 NLP Tools, Libraries, and Frameworks 25 Model Deployment library 24 R Tools, Libraries, and Frameworks 21 Python Frameworks and Tools 21 Projects 💛💛💛💛💛<a name="Projects" /> 20 Computer Vision Tools, Libraries, and Frameworks 20 Swift Tools and Frameworks 20 Distributed Computing Learning Resources 18 Python Learning Resources 18 Examples/Notebooks 17 NLP Learning Resources 17 Scala Learning Resources 16 MATLAB Learning Resources 16