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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/rickiepark/hg-mldl

<혼자 공부하는 머신러닝+딥러닝>의 코드 저장소입니다.

deep-learning keras machine-learning scikit-learn tensorflow

Last synced: 21 Dec 2024

https://github.com/30lm32/ml-projects

ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python

ab-testing deep-learning docker gensim geolocation imbalanced-data kdtree keras lstm-neural-networks machine-learning mlflow nlp random-forest spam-classification svm tensorboard tensorflow text-classification timeseries-analysis word2vec

Last synced: 15 Nov 2024

https://github.com/DataCanvasIO/Hypernets

A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.

autodl automl enas evolutionary-algorithms hyperparameter-optimization hyperparameter-tuning keras mcts monte-carlo-tree-search nas nasnet neural-architecture-search reinforcement-learning

Last synced: 09 Nov 2024

https://github.com/rcmalli/keras-mobilenet

Google MobileNet implementation with Keras

keras mobilenet tensorflow

Last synced: 26 Dec 2024

https://github.com/likejazz/siamese-lstm

Siamese LSTM for evaluating semantic similarity between sentences of the Quora Question Pairs Dataset.

deep-learning keras lstm nlp

Last synced: 26 Dec 2024

https://github.com/alshedivat/keras-gp

Keras + Gaussian Processes: Learning scalable deep and recurrent kernels.

gaussian-processes keras machine-learning neural-networks tensorflow theano

Last synced: 23 Dec 2024

https://github.com/cesarsouza/keras-sharp

Keras# initiated as an effort to port the Keras deep learning library to C#, supporting both TensorFlow and CNTK

deep-learning keras machine-learning neural-networks tensorflow

Last synced: 26 Dec 2024

https://github.com/larq/compute-engine

Highly optimized inference engine for Binarized Neural Networks

aarch32 aarch64 android armv7 armv8 binarized-neural-networks bnn inference keras larq mlir raspberry-pi simd tensorflow tflite

Last synced: 22 Dec 2024

https://github.com/bishopfox/deephack

PoC code from DEF CON 25 presentation

ai keras machine-learning proof-of-concept security-tools tensorflow

Last synced: 27 Dec 2024

https://github.com/deeplearningturkiye/pratik-derin-ogrenme-uygulamalari

Çeşitli kütüphaneler kullanılarak Türkçe kod açıklamalarıyla TEMEL SEVİYEDE pratik derin öğrenme uygulamaları.

cnn keras mnist pytorch tensorflow

Last synced: 23 Dec 2024

https://github.com/mreliptik/handpose

A python program to detect and classify hand pose using deep learning techniques

cnn handpose keras neural-network opencv pose-estimation python ssd tensorflow

Last synced: 27 Dec 2024

https://github.com/xiaochus/MobileNetV3

A Keras implementation of MobileNetV3.

image-classification keras mobilenetv3

Last synced: 31 Oct 2024

https://github.com/ritchieng/dlami

A Deep Learning Amazon Web Service (AWS) AMI that is open, free and works. Run in less than 5 minutes. TensorFlow, Keras, PyTorch, Theano, MXNet, CNTK, Caffe and all dependencies.

ami aws cuda cudnn5 keras python tensorflow ubuntu

Last synced: 26 Dec 2024

https://github.com/upul/behavioral-cloning

Third Project of the Udacity Self-Driving Car Nanodegree Program

behavioral-cloning deep-learning keras python3 self-driving-car

Last synced: 26 Dec 2024

https://github.com/nicolas-ivanov/debug_seq2seq

[unmaintained] Make seq2seq for keras work

chatbot keras seq2seq

Last synced: 02 Nov 2024

https://github.com/yunho0130/python_lectures

대학 강의를 위한 강의자료 및 소스코드 저장소 Python Lecture slide & code for University Student.

anaconda colab-notebook keras pycharm python sklearn syllabus tableau tensorflow

Last synced: 12 Nov 2024

https://github.com/ryanfwy/image-similarity

Efficient utility of image similarity using deep neural network and deep learning.

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

Last synced: 07 Nov 2024

https://github.com/doubangotelecom/facelivenessdetection-sdk

3D Passive Face Liveness Detection (Anti-Spoofing) & Deepfake detection. A single image is needed to compute liveness score. 99,67% accuracy on our dataset and perfect scores on multiple public datasets (NUAA, CASIA FASD, MSU...).

ai aml biometrics deep-learning deepfake deepfake-detection ekyc face-detection face-recognition keras kyc liveness liveness-detection liveness-probe machine-learning spoofing spoofing-attack tensorflow

Last synced: 25 Dec 2024

https://github.com/mryuan0428/house-price-prediction

房价预测完整项目:1.爬取链家网数据 2.处理后,用sklearn中几个逻辑回归机器学习模型和keras神经网络搭建模型预测房价 最终结果神经网络效果更好,R^2值0.75左右

house-price-prediction keras machine-learning sklearn spider

Last synced: 10 Oct 2024

https://github.com/zfturbo/zf_unet_224_pretrained_model

Modification of convolutional neural net "UNET" for image segmentation in Keras framework

keras pretrained-models segmentation unet unet-image-segmentation

Last synced: 26 Dec 2024

https://github.com/ZFTurbo/ZF_UNET_224_Pretrained_Model

Modification of convolutional neural net "UNET" for image segmentation in Keras framework

keras pretrained-models segmentation unet unet-image-segmentation

Last synced: 09 Nov 2024

https://github.com/janzd/EAST

Implementation of EAST scene text detector in Keras

keras scene-text scene-text-detection

Last synced: 03 Nov 2024

https://github.com/frgfm/torch-scan

Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.)

benchmark deep-learning deep-neural-networks flops flops-counter keras python pytorch pytorch-utils receptive-field summary

Last synced: 22 Dec 2024

https://github.com/nengo/keras-lmu

Keras implementation of Legendre Memory Units

keras legendre lmu lstm nengo recurrent-neural-networks tensorflow

Last synced: 21 Dec 2024

https://github.com/Fixy-TR/fixy

Amacımız Türkçe NLP literatüründeki birçok farklı sorunu bir arada çözebilen, eşsiz yaklaşımlar öne süren ve literatürdeki çalışmaların eksiklerini gideren open source bir yazım destekleyicisi/denetleyicisi oluşturmak. Kullanıcıların yazdıkları metinlerdeki yazım yanlışlarını derin öğrenme yaklaşımıyla çözüp aynı zamanda metinlerde anlamsal analizi de gerçekleştirerek bu bağlamda ortaya çıkan yanlışları da fark edip düzeltebilmek.

acikhack2 ai artificial-intelligence bert data-science deep-learning deeplearning keras natural-language-processing neural-network neural-networks nlp python

Last synced: 12 Nov 2024

https://github.com/sicara/tf2-yolov4

A TensorFlow 2.0 implementation of YOLOv4: Optimal Speed and Accuracy of Object Detection

keras object-detection tensorflow yolo yolov4

Last synced: 22 Dec 2024

https://github.com/inoryy/tensorflow2-deep-reinforcement-learning

Code accompanying the blog post "Deep Reinforcement Learning with TensorFlow 2.1"

a2c advantage-actor-critic deep-reinforcement-learning keras tensorflow tensorflow2

Last synced: 18 Nov 2024

https://github.com/mafda/generative_adversarial_networks_101

Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.

ccgan ccgans cgan cgans cifar-10 cifar10 conda-environment dcgan gan gans generative-adversarial-network generative-adversarial-networks jupyter-notebook keras lsgan lsgans mnist mnist-dataset tensorflow wgan

Last synced: 25 Dec 2024

https://github.com/titu1994/Keras-NASNet

"NASNet" models in Keras 2.0+ with weights

keras nasnet-models tensorflow

Last synced: 31 Oct 2024

https://github.com/titu1994/keras-nasnet

"NASNet" models in Keras 2.0+ with weights

keras nasnet-models tensorflow

Last synced: 18 Nov 2024

https://github.com/pavitrakumar78/Anime-Face-GAN-Keras

A DCGAN to generate anime faces using custom mined dataset

anime cnn deep-learning face gan generative-adversarial-network keras python

Last synced: 12 Nov 2024

https://github.com/gregwchase/eyenet

Identifying diabetic retinopathy using convolutional neural networks

deep-learning keras machine-learning neural-network retinopathy tensorflow

Last synced: 22 Nov 2024

https://github.com/oist/usiigaci

Usiigaci: stain-free cell tracking in phase contrast microscopy enabled by supervised machine learning

cell-biology cell-segmentation keras machine-learning mask-rcnn matplotlib python3 resnet-101 tensorflow tracking trackpy visualization

Last synced: 14 Nov 2024

https://github.com/artemmavrin/focal-loss

TensorFlow implementation of focal loss

deep-learning keras loss-functions tensorflow

Last synced: 30 Sep 2024

https://github.com/lacmus-foundation/lacmus

Lacmus is a cross-platform application that helps to find people who are lost in the forest using computer vision and neural networks.

computer-vision cv dataset forest hacktoberfest hacktoberfest2020 keras lacmus liza-alert machine-learning ml neural-networks object-detection ods pascal-voc python retina-net

Last synced: 22 Nov 2024

https://github.com/hamelsmu/ktext

Utilities for preprocessing text for deep learning with Keras

deep-learning keras machine-learning ml-infrastructure nlp-machine-learning python-3

Last synced: 22 Dec 2024

https://github.com/gosha20777/keras2cpp

it's a small library for running trained Keras 2 models from a native C++ code.

c-plus-plus c-plus-plus-17 cpp keras keras2cpp machine-learning neural-networks python

Last synced: 22 Nov 2024

https://github.com/yuyang-huang/keras-inception-resnet-v2

The Inception-ResNet v2 model using Keras (with weight files)

deep-learning keras machine-learning

Last synced: 31 Oct 2024

https://github.com/overlordgolddragon/see-rnn

RNN and general weights, gradients, & activations visualization in Keras & TensorFlow

deep-learning gru keras lstm rnn tensorflow visualization

Last synced: 22 Dec 2024

https://github.com/mxhofer/Named-Entity-Recognition-BidirectionalLSTM-CNN-CoNLL

Keras implementation of "Few-shot Learning for Named Entity Recognition in Medical Text"

bidirectional-lstm cnn-keras conll-2003 keras

Last synced: 12 Nov 2024

https://github.com/evilsocket/ergo-pe-av

🧠 🦠 An artificial neural network and API to detect Windows malware, based on Ergo and LIEF.

antivirus api ergo gpu keras machine-learning malware

Last synced: 06 Dec 2024

https://github.com/1044197988/TF.Keras-Commonly-used-models

基于Tensorflow的常用模型,包括分类分割、新型激活、卷积模块,可在Tensorflow2.X下运行。

dice-loss image-classification image-segmentation jaccard-loss keras segmentation-loss tensorflow tensorflow2 unet

Last synced: 13 Nov 2024

https://github.com/rubenszimbres/repo-2018

Deep Learning Summer School + Tensorflow + OpenCV cascade training + YOLO + COCO + CycleGAN + AWS EC2 Setup + AWS IoT Project + AWS SageMaker + AWS API Gateway + Raspberry Pi3 Ubuntu Core

aws-ec2 aws-iot aws-sagemaker coco computer-vision cyclegan ec2-instance generative-adversarial-networks haarcascade iot keras opencv opencv-library opencv3 raspberry-pi raspberry-pi-3 sagemaker tensorflow ubuntucore yolo-model

Last synced: 26 Dec 2024

https://github.com/CyberZHG/keras-xlnet

Implementation of XLNet that can load pretrained checkpoints

glue keras language-model nlp xlnet

Last synced: 16 Nov 2024

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

Implementation of XLNet that can load pretrained checkpoints

glue keras language-model nlp xlnet

Last synced: 27 Sep 2024

https://github.com/hepesu/LineDistiller

A data-driven line extractor for 2D anime, manga and illustration using Keras.

2d-animation anime deep-learning illustration keras manga

Last synced: 27 Nov 2024

https://github.com/xarray-contrib/xbatcher

Batch generation from xarray datasets

keras pytorch tensorflow xarray xarray-accessor

Last synced: 22 Dec 2024

https://github.com/modelzoo/modelzoo

A Scaffold to help you build Deep Learning Model much more easily, implemented with TensorFlow 2.0

deep-learning keras modelzoo tensorflow

Last synced: 27 Dec 2024

https://github.com/peptoneltd/dspp-keras

Protein order and disorder data for Keras, Tensor Flow and Edward frameworks with automated update cycle made for continuous learning applications.

ai amino-acids biology biotechnology database dataset keras machine-learning polymer prediction protein protein-structure tensorflow

Last synced: 12 Nov 2024

https://github.com/overlordgolddragon/keras-adamw

Keras/TF implementation of AdamW, SGDW, NadamW, Warm Restarts, and Learning Rate multipliers

adamw adamwr keras learning-rate-multipliers nadam optimizers sgd tensorflow warm-restarts

Last synced: 24 Dec 2024

https://github.com/ternaus/kaggle_dstl_submission

Code for a winning model (3 out of 419) in a Dstl Satellite Imagery Feature Detection challenge

competition image-segmentation kaggle-competition keras satellite-imagery segmentation

Last synced: 27 Oct 2024

https://github.com/OverLordGoldDragon/keras-adamw

Keras/TF implementation of AdamW, SGDW, NadamW, Warm Restarts, and Learning Rate multipliers

adamw adamwr keras learning-rate-multipliers nadam optimizers sgd tensorflow warm-restarts

Last synced: 13 Nov 2024

https://github.com/yu4u/cutout-random-erasing

Cutout / Random Erasing implementation, especially for ImageDataGenerator in Keras

cutout deep-learning deeplearning keras random-erasing

Last synced: 29 Oct 2024

https://github.com/netrack/keras-metrics

Metrics for Keras. DEPRECATED since Keras 2.3.0

deprecated keras machine-learning python

Last synced: 23 Dec 2024

https://github.com/cleanpegasus/tensordash

TensorDash is an application that lets you remotely monitor your deep learning model's metrics and notifies you when your model training is completed or crashed.

android deep-learning fastai java keras machine-learning pypi python python-package pytorch remote-monitoring tensorflow

Last synced: 24 Dec 2024

https://github.com/sagar448/Self-Driving-Car-3D-Simulator-With-CNN

Implementing a self driving car using a 3D Driving Simulator. CNN will be used for training

autonomous cnn keras opencv python self-driving-car

Last synced: 27 Nov 2024

https://github.com/CleanPegasus/TensorDash

TensorDash is an application that lets you remotely monitor your deep learning model's metrics and notifies you when your model training is completed or crashed.

android deep-learning fastai java keras machine-learning pypi python python-package pytorch remote-monitoring tensorflow

Last synced: 15 Nov 2024

https://github.com/jrzaurin/wide-and-deep-keras

Keras implementation of Tensorflow's Wide and Deep Algorithm

deep-algorithm keras python3 wide-and-deep

Last synced: 20 Dec 2024

https://github.com/dolongbien/humanbehaviorbku

Abnormal Human Behaviors Detection/ Road Accident Detection From Surveillance Videos/ Real-World Anomaly Detection in Surveillance Videos/ C3D Feature Extraction

3d-convolutional-network abnormal-behavior-detection anomaly-detection c3d c3d-intel-caffe caffe deep-learning django-application human-activity-recognition human-behavior keras multiple-instance-learning ranking-loss road-accident-dataset road-accident-detection theano

Last synced: 26 Dec 2024

https://github.com/dolongbien/HumanBehaviorBKU

Abnormal Human Behaviors Detection/ Road Accident Detection From Surveillance Videos/ Real-World Anomaly Detection in Surveillance Videos/ C3D Feature Extraction

3d-convolutional-network abnormal-behavior-detection anomaly-detection c3d c3d-intel-caffe caffe deep-learning django-application human-activity-recognition human-behavior keras multiple-instance-learning ranking-loss road-accident-dataset road-accident-detection theano

Last synced: 06 Nov 2024

https://github.com/brannondorsey/midi-rnn

Generate monophonic melodies with machine learning using a basic LSTM RNN

computer-music keras lstm-neural-networks machine-learning midi ml4a neural-network rnn

Last synced: 13 Nov 2024

https://github.com/keon/policy-gradient

Minimal Monte Carlo Policy Gradient (REINFORCE) Algorithm Implementation in Keras

deep-reinforcement-learning keras policy-gradient reinforcement-learning

Last synced: 06 Nov 2024

https://github.com/zfturbo/keras-inference-time-optimizer

Optimize layers structure of Keras model to reduce computation time

inference-optimization keras

Last synced: 26 Dec 2024