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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/vivshaw/shakespeare-lstm

a Keras neural network trained to write Shakespearean sonnets, with a Flask web interface

flask generative-art keras lstm neural-network tensorflow

Last synced: 10 Nov 2024

https://github.com/hrolive/applications-of-ai-for-predictive-maintenance

Nvidia DLI workshop on AI-based predictive maintenance techniques to identify anomalies and failures in time-series data, estimate the remaining useful life of the corresponding parts, and map anomalies to failure conditions.

deep-learning keras lstm machine-learning numpy pandas predictive-maintenance python rapids time-series

Last synced: 09 Nov 2024

https://github.com/saradindusengupta/stock_price_forecasting_hybrid_model

Stock closing and opening forecasting using Deep neural network and LSTM(technical indicators included)

deep-neural-networks indicators keras lstm-neural-networks sentiment-analysis stock-market tensorflow twiiter

Last synced: 12 Nov 2024

https://github.com/tensorspace-team/tensorspace-converter

🔨TensorSpace Standard Preprocess Tool for Pre-trained Models from TensorFlow, Keras, TensorFlow.js

converter deeplearning keras tensorflow tensorspace tfjs

Last synced: 11 Oct 2024

https://github.com/zhengpeng7/w-net-keras

An unofficial implementation of W-Net for crowd counting.

crowd-counting keras u-net w-net

Last synced: 10 Nov 2024

https://github.com/kittinan/trex-keras-cnn

Play T-Rex game with Keras using convolutional neural network

cnn-classification keras trex-game

Last synced: 05 Nov 2024

https://github.com/xai-demonstrator/xai-demonstrator

The XAI Demonstrator is a modular platform that lets users interact with production-grade Explainable AI (XAI) systems.

ai docker explainable-ai fastapi huggingface-transformers keras machine-learning mobile-first pytorch tensorflow vuejs xai

Last synced: 07 Nov 2024

https://github.com/tatevkaren/convolutional-neural-network-image_recognition_case_study

Computer Vision Case Study in image recognition to classify an image to a binary class, based on Convolutional Neural Networks (CNN), with TensorFlow and Keras in Python, to identify from an image whether it is an image of a dog or cat. (Includes: Data, Case Study Paper, Code)

case-study cnn cnn-for-visual-recognition cnn-model computer-vision convolutional-neural-networks deep-learning image-recognition keras machine-learning prediction python tensorflow tensorflow-tutorials

Last synced: 10 Oct 2024

https://github.com/tanyachutani/deeplabv3plus-tf2.x

A Tensorflow implementation of Deep Lab V3 Plus from scratch.

deep-lab-v3-plus deeplabv3plus keras resnet resnet-50 semantic-segmentation tensorflow tensorflow2

Last synced: 11 Nov 2024

https://github.com/spaceml-org/missing-pixel-filler

missing-pixel-filler is a python package that, given images that may contain missing data regions (like satellite imagery with swath gaps), returns these images with the regions filled.

aqua arxiv deep-learning keras machine-learning python remote-sensing satellite-imagery swath-gaps tensorflow terra uc-mercer-land uc-mercer-visualization

Last synced: 02 Nov 2024

https://github.com/sayannath/american-sign-language-detection

American Sign Language Detection is a deep learning end to end project where we can detect American Sign Language.

asl colab-notebook computer-vision java keras mobile mobilenetv2 mobilenetv3 native tensorflowlite tensroflow tfhub tflite tflite-models

Last synced: 09 Nov 2024

https://github.com/jleinonen/keras-fid

Frechet Inception Distance for Keras-based GANs

frechet-distance frechet-inception-distance generative-adversarial-networks keras

Last synced: 29 Oct 2024

https://github.com/kpe/params-flow

A TensorFlow Keras coding style for reducing boilerplate code in custom layers and models.

keras tensorflow

Last synced: 07 Nov 2024

https://github.com/spratiher9/netplot

A ultra-lightweight 3D renderer of the Tensorflow/Keras neural network architectures

keras python visualization

Last synced: 20 Oct 2024

https://github.com/rishit-dagli/glu

An easy-to-use library for GLU (Gated Linear Units) and GLU variants in TensorFlow.

activation-functions artificial-intelligence deep-learning glu keras machine-learning neural-network python tensorflow transformers

Last synced: 09 Nov 2024

https://github.com/weiji14/nz_convnet

A U-net based ConvNet for NZ imagery to classify building outlines.

aerial-imagery big-data binder computer-vision convolutional-neural-networks deep-learning jupyter-notebook keras

Last synced: 22 Oct 2024

https://github.com/ecodynizw/imageseg

R package for deep learning image segmentation

image-segmentation keras tensorflow

Last synced: 11 Oct 2024

https://github.com/innixma/dex

Continual Learning Toolkit for Reinforcement Learning

artificial-intelligence deep-reinforcement-learning keras python tensorflow

Last synced: 23 Oct 2024

https://github.com/fmolivato/ramandatagenerator

Generator useful to handle Raman spectra data augmentation for deep learning models

augmentation deep-learning keras raman-spectra raman-spectroscopy tensorflow

Last synced: 14 Oct 2024

https://github.com/praful932/tf-rec

Tf-Rec is a python💻 package for building⚒ Recommender Systems. It is built on top of Keras and Tensorflow 2 to utilize GPU Acceleration during training.

deep-learning keras machine-learning machine-learning-algorithms matrix-factorization python python-library recommendation-system recommender-system svd svdplusplus svdpp tensorflow

Last synced: 13 Oct 2024

https://github.com/neka-nat/vin-keras

This is an implimentation of Value Iteration Networks (NIPS2016 best paper) in keras

deep-learning keras nips-2016 value-iteration value-iteration-network

Last synced: 14 Oct 2024

https://github.com/jrzaurin/neural_cf

Comparing keras, pytorch and gluon using neural collaborative filtering

collaborative-filtering deep-learning gluon keras pytorch recommender-system

Last synced: 15 Oct 2024

https://github.com/innovatorved/gray_scale_to_color_image

Transforming Black & White Image in to colored image. Upload a black and white image to see it colorized by our deep learning model.

ai deep-learning gan gradio image image-processing innovatorved keras keras-tensorflow neural-network

Last synced: 31 Oct 2024

https://github.com/soumik12345/vision-transformer

Tensorflow 2.x implementation of Vision-Transformer model

cifar10 classification image-classification keras tensorflow2 transformer vision-transformer

Last synced: 24 Oct 2024

https://github.com/bkataru/fake-currency-identification

Uses retrained MobileNetV2 classification models to determine whether an Indian currency note is fake or real (based on watermark and fluorescent strip)

cnn-keras convolutional-neural-networks currency-detection currency-images deep-learning fake-currency keras mobilenet mobilenetv2 opencv tensorflow vgg16 vgg16-model

Last synced: 05 Nov 2024

https://github.com/bshao001/dmsmsgrcg

A photo OCR project aims to output DMS messages contained in sign structure images.

convolutional-neural-networks image-classification image-processing image-recognition keras object-detection ocr photo-ocr tensorflow yolo

Last synced: 09 Nov 2024

https://github.com/sayakpaul/distributed-training-in-tensorflow-2-with-ai-platform

Contains code to demonstrate distributed training in TensorFlow 2 with AI Platform and custom Docker contains.

ai-platform distributed-training docker gcp gcr keras tensorflow2

Last synced: 23 Oct 2024

https://github.com/guildai/guildai-r

Track machine learning experiments

deep-learning keras machine-learning

Last synced: 11 Oct 2024

https://github.com/aibharata/medicalai

Medical-AI is a AI framework specifically for Medical Applications https://aibharata.github.io/medicalAI/

ai-framework keras medical-applications medical-imaging pdf-report prediction tensorflow tensorflow2

Last synced: 11 Oct 2024

https://github.com/systats/textlearnR

A simple collection of well working NLP models (Keras, H2O, StarSpace) tuned and benchmarked on a variety of datasets.

classification hyperparameter-optimization keras nlp r text-mining

Last synced: 05 Aug 2024

https://github.com/cyberzhg/keras-adaptive-softmax

Adaptive embedding and softmax

adaptive keras softmax

Last synced: 29 Sep 2024

https://github.com/jakoch/jupyter-devbox

A Docker DevBox for Jupyter Notebook's with a focus on Computer Vision, Machine Learning, Finance, Statistics and Visualization.

debian docker imutils jupyter-notebook keras opencv pandas python3 scikit-learn scipy seaborn tensorflow

Last synced: 28 Oct 2024

https://github.com/kautenja/ios-semantic-segmentation

An example of semantic segmentation on iOS using CoreML and Keras.

coreml keras semantic-segmentation tiramisu

Last synced: 27 Oct 2024

https://github.com/madeyoga/handwritten-text-recognition

Train a Text Recognition CRNN model with Tensorflow2 & Keras & IAM Dataset. Convolutional Recurrent Neural Network. CTC.

convolutional-neural-networks ctc-loss handwritten-text-recognition htr iam-dataset keras recurrent-neural-networks simple-htr tensorflow2 text-recognition

Last synced: 11 Oct 2024

https://github.com/rodrigobressan/padify

Framework to perform PAD (Presentation Attack Detection) on Facial Recognition systems through intrinsic properties and Deep Neural Networks - Still Under Development

biometrics cnn face-spoofing-detection facial-recognition keras pad presentation-attack-detection resnet50

Last synced: 06 Nov 2024

https://github.com/time1ess/torchtools

A High-Level training API on top of PyTorch

keras pytorch

Last synced: 14 Oct 2024

https://github.com/tanaybhadula/malware-image-detection

A deep learning project which uses a method that converts malware .bytes files into gray-scale images and uses a CNN deep learning model to classify the converted malware image and identify the malware family it belongs to.

classification cnn cybersecurity deep-learning keras machine-learning malware python scipy tensorflow

Last synced: 28 Oct 2024

https://github.com/zmyzheng/3d-semantic-segmentation-for-scene-parsing

A new approach for the real time 3D semantic segmentation based on feature abstract and deep learning method

3d computer-vision keras neural-networks semantic-segmentation

Last synced: 09 Nov 2024

https://github.com/edgararuiz-zz/datadaymx

Plática y demostración de como integrar Tensorflow con R

ggplot2 keras r r2d3 recipes rmarkdown shiny tensorflow tidyverse

Last synced: 09 Nov 2024

https://github.com/matcom/ml

Base machine learning image and environment.

docker keras machine-learning python sklearn tensorflow

Last synced: 08 Nov 2024

https://github.com/aakashns/deep-learning-workbook

A universal workflow for solving machine learning problems

deep-learning jupyter-notebook keras machine-learning tensorflow

Last synced: 02 Nov 2024

https://github.com/IBM/MAX-Review-Text-Generator

Generate English-language text similar to the text in the Yelp® review data set.

docker-image keras machine-learning machine-learning-models

Last synced: 04 Aug 2024

https://github.com/ur-whitelab/maxent

MaxEnt code for fitting simulation outcomes/statistical models to observations

inference keras simulation

Last synced: 12 Nov 2024

https://github.com/xmba15/obstacle_detection_stixelnet

stixelnet for obstacle region detection of road scenes

keras stixel stixelnet

Last synced: 27 Oct 2024

https://github.com/soroushj/keras-balanced-batch-generator

A Keras-compatible generator for creating balanced batches

keras machine-learning machine-learning-algorithms

Last synced: 03 Aug 2024

https://github.com/bhky/nodding-pigeon

Detection and classification of head gestures in videos

gesture-classification gesture-detection keras machine-learning tensorflow2

Last synced: 01 Nov 2024

https://github.com/philipperemy/keras-sde-net

Keras implementation of SDE-Net (ICML 2020).

keras keras-tensorflow neural-networks sde-net tensorflow

Last synced: 23 Oct 2024

https://github.com/ipazc/lstm_autoencoder

LSTM Autoencoder that works with variable timesteps

autoencoder deep-learning keras lstm series timesteps variable

Last synced: 14 Oct 2024

https://github.com/hourout/tensorview

Dynamic visualization training service in Jupyter Notebook for Keras, tf.keras and others.

jupyter-notebook keras pytorch tensorflow visualization

Last synced: 05 Nov 2024

https://github.com/akshaymogaveera/self-driving-robot-using-neural-network

This project introduces the autonomous robot which is a scaled down version of actual self-driving vehicle and designed with the help of neural network. The main focus is on building autonomous robot and train it on a designed track with the help of neural network so that it can run autonomously without a controller or driver on that specific track. The robot will stream the video to laptop which will then take decisions and send the data to raspberry pi which will then control the robot using motor driver. This motor driver will move the robot in required directions. Neural Network is used to train the model by first driving the robot on the specially designed track by labeling the images with the directions to be taken. After the model is trained it can make accurate predictions by processing the images on computer. This approach is better than conventional method which is done by extracting specific feature from images.

arduino artificial-neural-networks driverless-car google gradient-descent keras machine-learning neural-network opencv opencv3-python python raspberry-pi robotics self-driving-car self-driving-car-simulation tensorflow tensorflow-models waymo

Last synced: 29 Oct 2024

https://github.com/autonomio/wrangle

A data transformation package for deep learning with Autonomio, Keras and TensorFlow.

data-science deep-learning etl keras resampling transformation wrangling

Last synced: 06 Nov 2024

https://github.com/rodrigobressan/keras_boston_housing_price

Keras 101: A simple Neural Network for House Pricing regression

boston-housing-price-prediction jupyter-notebook keras model-explanation shap

Last synced: 06 Nov 2024

https://github.com/nksaraf/lepton-footprint-extraction

Automated building polygon extraction from satellite imagery

automation building-footprints keras pipeline-framework tensorflow vision

Last synced: 15 Oct 2024

https://github.com/ayulockin/interpretabilitycnn

Custom Keras Callbacks for Feature Visualization, Class Activation Map, Grad-CAM

cam classification feature-visualization gradcam gradcam-visualization keras tensorflow

Last synced: 23 Oct 2024

https://github.com/yashk2810/predicting-next-character-using-rnn

Uses RNN on the Nietzsche dataset

keras lstm rnn

Last synced: 23 Oct 2024

https://github.com/chinmayrane16/mnist-digit-recognizer-cnn-keras-99.66

Used the Dataset "MNIST Digit Recognizer" on Kaggle. Trained Convolutional Neural Networks on 42000 Training Images and predicted labels on 28000 Test Images with an Validation Accuracy of 99.52% and 99.66% on Kaggle Leaderboard.

cnn confusion-matrix deep-learning keras matplotlib mnist-dataset neural-networks

Last synced: 27 Oct 2024

https://github.com/jonnoftw/keras_find_lr_on_plateau

Keras Callback to Automatically Adjust the learning rate when it stops improving

keras learning-rate-scheduling

Last synced: 23 Oct 2024

https://github.com/howl-anderson/tf_crf_layer

CRF(Conditional Random Field) Layer for TensorFlow 1.X with many powerful functions

conditional-random-fields crf keras keras-layer keras-tensorflow tensorflow tensorflow-layers

Last synced: 29 Oct 2024

https://github.com/titu1994/keras-minimal-rnn

Keras implementation of MinimalRNN: Toward More Interpretable and Trainable Recurrent Neural Networks

keras minimal minimalrnn rnn

Last synced: 13 Oct 2024

https://github.com/pedro-r-marques/keras-opt

Keras Scipy optimize interface

keras optimization scipy

Last synced: 11 Nov 2024

https://github.com/rakibhhridoy/anomalydetectionintimeseriesdata-keras

Statistics, signal processing, finance, econometrics, manufacturing, networking[disambiguation needed] and data mining, anomaly detection (also outlier detection) is the identification of rare items, events or observations which raise suspicions by differing significantly from the majority of the data. Typically the anomalous items will translate to some kind of problem such as bank fraud, a structural defect, medical problems or errors in a text. Anomalies are also referred to as outliers, novelties, noise, deviations and exceptions.

anomaly-detection autoencoder autoencoders deep-learning dropout keras lstm machine-learning numpy pandas python regularization tensorflow threshold

Last synced: 06 Nov 2024

https://github.com/sondosaabed/image-modeling-with-keras

Understanding images as data, training CNNs, and optimizing their performance, gained the skills to apply deep learning techniques with applications

cnn deep-learning image-analysis image-processing keras matplotlib python scipy

Last synced: 06 Nov 2024

https://github.com/pmuens/alphago

Reference implementation of DeepMinds AlphaGo based on "Deep Learning and the Game of Go"

deep-learning keras machine-learning tensorflow

Last synced: 17 Oct 2024

https://github.com/sshh12/conv-vad

A packaged convolutional voice activity detector for noisy environments.

convolutional-neural-networks keras melspectrogram vad voice-activity-detection

Last synced: 27 Oct 2024

https://github.com/evenchange4/nextjs-tfjs-cnn

🐕 🐈 Classifier using Keras VGG16 transfer learning with kaggle dataset.

keras nextjs notebook-jupyter react tensorflow-js transfer-learning vgg16

Last synced: 27 Oct 2024

https://github.com/hrolive/applications-of-ai-for-anomaly-detection

Nvidia DLI workshop on AI-based anomaly detection techniques using GPU-accelerated XGBoost, deep learning-based autoencoders, and generative adversarial networks (GANs) and then implement and compare supervised and unsupervised learning techniques.

anomaly-detection autoencoders deep-learning generative-adversarial-network keras machine-learning notebook nvidia-gpu pandas python rapids tensorflow xgboost

Last synced: 09 Nov 2024

https://github.com/sushant-hiray/scala-python-example

Example to demonstrate using keras library via jep in scala

keras python scala tutorial

Last synced: 01 Nov 2024

https://github.com/kmkolasinski/receptivefield

Gradient based receptive field estimation for Convolutional Neural Networks

cnn keras tensorflow

Last synced: 29 Oct 2024

https://github.com/sayakpaul/revisiting-pooling-in-cnns

Implements RNNPool and SoftPool for CNNs.

computer-vision information-loss keras pooling tensorflow

Last synced: 23 Oct 2024

https://github.com/wkirgsn/deep-pmsm

Estimate intrinsic Permanent Magnet Synchronous Motor temperatures with deep recurrent and convolutional neural networks.

bayesian-optimization convolutional-neural-networks deep-learning electric-motor electric-vehicles keras machine-learning recurrent-neural-networks regression temperature-monitoring time-series

Last synced: 11 Oct 2024

https://github.com/jmaces/keras-adf

Tensorflow/Keras implementation of Assumed Density Filtering (ADF) based probabilistic neural networks

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

Last synced: 20 Oct 2024

https://github.com/facundoq/edunn

Learn how modern, modular Neural Networks work by implementing a PyTorch/Keras-like framework.

framework keras neural-networks numpy pytorch

Last synced: 11 Oct 2024

https://github.com/ibm/max-resnet-50

Identify objects in images using a first-generation deep residual network.

docker-image keras machine-learning machine-learning-models

Last synced: 09 Nov 2024

https://github.com/accurat/ackeras

AutoML library for Accurat, based on AutoKeras and Scikit-Learn.

automl keras python3

Last synced: 14 Oct 2024

https://github.com/IBM/MAX-ResNet-50

Identify objects in images using a first-generation deep residual network.

docker-image keras machine-learning machine-learning-models

Last synced: 04 Aug 2024

https://github.com/sun1638650145/crnn

An AutoML for CRNN, you can perform captcha recognition with just a few lines of code.

captcha-solver crnn ctc keras ocr pipeline tensorflow

Last synced: 06 Nov 2024

https://github.com/angulartist/keras-hdf5-imagedatagenerator

Blazing fast HDF5 Image Generator for Keras :zap:

h5py hdf5 keras

Last synced: 11 Oct 2024

https://github.com/mrgloom/kaggle-sea-lions-solution

NOAA Fisheries Steller Sea Lion Population Count

convolutional-neural-networks kaggle keras

Last synced: 15 Oct 2024

https://github.com/harleyszhang/kaggle_humpback_whale_identification

68th palce solution in Kaggle Humpback Whale Identification.

ensemble keras whale-recognition-model

Last synced: 08 Nov 2024

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" /> 52 Reinforcement Learning Learning Resources 43 Distributed Computing Tools, Libraries, and Frameworks 40 C/C++ Learning Resources 34 Other 💛💛💛💛💛<a name="Other" /> 32 JavaScript Tools, Libraries, and Frameworks 30 NLP Tools, Libraries, and Frameworks 25 C/C++ Tools and Frameworks 25 Model Deployment library 24 R Tools, Libraries, and Frameworks 21 Python Frameworks and Tools 21 Computer Vision Tools, Libraries, and Frameworks 20 Swift Tools and Frameworks 20 Projects 💛💛💛💛💛<a name="Projects" /> 18 Distributed Computing Learning Resources 18 Python Learning Resources 18 NLP Learning Resources 17 Examples/Notebooks 17 Swift Learning Resources 16 Learning Resources for ML 16