Keras | Ecosyste.ms: Awesome

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: 07 Nov 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/bolunwang/backdoor

Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and Privacy 2019.

backdoor-attacks deep-learning keras python security trojan

Last synced: 12 Aug 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/rolczynski/automatic-speech-recognition

🎧 Automatic Speech Recognition: DeepSpeech & Seq2Seq (TensorFlow)

automatic-speech-recognition deep-learning deepspeech distill keras language-model machine-learning neural-networks speech-recognition speech-to-text tensorflow tensorflow-models

Last synced: 26 Sep 2024

https://github.com/anujdutt9/handwritten-digit-recognition-using-deep-learning

Handwritten Digit Recognition using Machine Learning and Deep Learning

classification convolutional-neural-networks deep-learning handwritten-digit-recognition keras knn machine-learning mnist-classification python-3-5 random-forest svm-model tensorflow theano

Last synced: 30 Oct 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/jrieke/shape-detection

🟣 Object detection of abstract shapes with neural networks

dataset deep-learning keras machine-learning machine-learning-tutorials neural-networks object-detection object-recognition synthetic-data tutorial

Last synced: 31 Oct 2024

https://github.com/idealo/imageatm

Image classification for everyone.

computer-vision deep-learning image-classification keras machine-learning neural-network tensorflow transfer-learning

Last synced: 13 Nov 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/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/albertomontesg/keras-model-zoo

Keras Model Zoo

deep-learning keras model-zoo

Last synced: 05 Aug 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: 11 Oct 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: 13 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: 29 Oct 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: 03 Nov 2024

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

Keras implementation of Legendre Memory Units

keras legendre lmu lstm nengo recurrent-neural-networks tensorflow

Last synced: 11 Oct 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: 30 Oct 2024

https://github.com/tlkh/text-emotion-classification

Archived - not answering issues

deep-neural-networks keras nlp sentiment-classification

Last synced: 07 Nov 2024

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

"NASNet" models in Keras 2.0+ with weights

keras nasnet-models tensorflow

Last synced: 27 Oct 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/hyperdashio/hyperdash-sdk-py

Official Python SDK for Hyperdash

ai ipython jupyter-notebook keras machine-learning pytorch sdk

Last synced: 12 Oct 2024

https://github.com/labteral/ernie

Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.

albert bert bert-as-service bert-embeddings bert-model bert-models distilbert huggingface huggingface-transformer keras natural-language-processing nlp roberta sentence-classification tensorflow tensorflow2 transformer-architecture transformer-tensorflow2 transformers

Last synced: 07 Aug 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/gmalivenko/onnx2keras

Convert ONNX model graph to Keras model format.

deep-convolutional-networks deep-learning keras onnx onnx2keras tensorflow tensorflow-models

Last synced: 01 Nov 2024

https://github.com/pppw/deep-learning-random-explore

backward-propagation cnn-architecture deep-learning fastai keras lstm

Last synced: 31 Oct 2024

https://github.com/PPPW/deep-learning-random-explore

backward-propagation cnn-architecture deep-learning fastai keras lstm

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: 05 Aug 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/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: 03 Aug 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/hellloxiaotian/brdnet

Image denoising using deep CNN with batch renormalization(Neural Networks,2020)

batch-renormalization cnn cnn-keras deep-learning dilated-convolution image-denoising image-restoration keras low-level-vision python python2 real-noise residual-learning

Last synced: 12 Oct 2024

https://github.com/nabeel-oz/qlik-py-tools

Data Science algorithms for Qlik implemented as a Python Server Side Extension (SSE).

advanced-analytics advanced-analytics-integration analytics clustering data-science deep-learning facebook-prophet fbprophet forecasting hdbscan keras machine-learning predictive-analytics python qlik qlik-oss qlik-sense scikit-learn server-side-extension sklearn

Last synced: 09 Oct 2024

https://github.com/blue-season/pywarm

A cleaner way to build neural networks for PyTorch.

clean-code data-science deep-learning keras machine-learning neural-network neural-networks python3 pytorch

Last synced: 03 Aug 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: 13 Nov 2024

https://github.com/balavenkatesh3322/audio-pretrained-model

A collection of Audio and Speech pre-trained models.

audio audio-processing caffe keras keras-models keras-tensorflow machine-learning mxnet neural-network pre-trained pre-trained-model pre-training python3 pytorch pytorch-models speech-recognition speech-to-text tensorflow tensorflow-models

Last synced: 13 Oct 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: 13 Nov 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: 07 Aug 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/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/masyagin1998/robin

RObust document image BINarization

computer-vision deep-learning document-analysis document-binarization keras neural-networks ocr opencv python u-net

Last synced: 27 Oct 2024

https://github.com/shenasa-ai/speech2text

A Deep-Learning-Based Persian Speech Recognition System

attention attention-mechanism ctc keras mozilla-deepspeech python speech-recognition speech-to-text teacher-forcing tensorflow2

Last synced: 03 Aug 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: 28 Oct 2024

https://github.com/harshtikuu/Abnormal_Event_Detection

Abnormal Event Detection in Videos using SpatioTemporal AutoEncoder

anomaly-detection convolutional-neural-networks deep-learning keras livestream lstm-neural-networks machine-learning neural-network opencv python tensorflow video-processing

Last synced: 04 Aug 2024

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

Implementation of XLNet that can load pretrained checkpoints

glue keras language-model nlp xlnet

Last synced: 03 Aug 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/xei/recommender-system-tutorial

A step-by-step tutorial on developing a practical recommendation system (retrieval and ranking) using TensorFlow Recommenders and Keras.

information-retrieval keras keras-tutorials movielens movielens-movie-recommendation ranking ranking-system recommendation-engine recommendation-system recommender-system tensorflow tensorflow-datasets tensorflow-examples tensorflow-recommenders tensorflow-serving tensorflow-tutorials

Last synced: 10 Oct 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: 11 Oct 2024

https://github.com/yusugomori/deeplearning-tensorflow-keras

詳解ディープラーニング

deep-learning keras python python3 tensorflow

Last synced: 07 Nov 2024

https://github.com/balavenkatesh3322/nlp-pretrained-model

A collection of Natural language processing pre-trained models.

deep-learning deep-neural-networks keras machine-learning model mxnet natural-language-processing neural-networks nlp nlp-machine-learning python python3 pytorch tensorflow text text-classification text-to-number text-to-speech

Last synced: 10 Nov 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/balavenkatesh3322/NLP-pretrained-model

A collection of Natural language processing pre-trained models.

deep-learning deep-neural-networks keras machine-learning model mxnet natural-language-processing neural-networks nlp nlp-machine-learning python python3 pytorch tensorflow text text-classification text-to-number text-to-speech

Last synced: 07 Aug 2024

https://github.com/AlexGidiotis/Document-Classifier-LSTM

A bidirectional LSTM with attention for multiclass/multilabel text classification.

arxiv attention-mechanism hierarchical-attention-networks keras lstm multilabel-multiclass recurrent-neural-networks tensorflow text-classification

Last synced: 06 Nov 2024

https://github.com/srihari-humbarwadi/DeepLabV3_Plus-Tensorflow2.0

DeepLabV3+ implemented in TensorFlow2.0

deeplab-resnet deeplab-tensorflow deeplab-v3-plus deeplabv3 keras keras-tensorflow semantic-segmentation tensorflow

Last synced: 13 Nov 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/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: 26 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: 31 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/rajshah4/image_keras

Building an image classifier using keras

deep-learning image-classifier keras keras-tutorials notebook rstats tensorflow transfer-learning

Last synced: 05 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: 12 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: 03 Aug 2024

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

Batch generation from xarray datasets

keras pytorch tensorflow xarray xarray-accessor

Last synced: 22 Oct 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: 07 Aug 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: 08 Nov 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: 07 Aug 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/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: 11 Oct 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/zfturbo/keras-inference-time-optimizer

Optimize layers structure of Keras model to reduce computation time

inference-optimization keras

Last synced: 13 Oct 2024

https://github.com/DwangoMediaVillage/keras_compressor

Model Compression CLI Tool for Keras.

deep-learning keras machine-learning model-compression

Last synced: 09 Aug 2024

https://github.com/akimach/gestureai-coreml-ios

Hand-gesture recognition on iOS app using CoreML

coreml coremltools deep-learning deep-neural-networks demo ios ios11 keras machine-learning rnn swift

Last synced: 09 Nov 2024

https://github.com/maxpumperla/scalphagozero

An independent implementation of DeepMind's AlphaGoZero in Scala, using Deeplearning4J (DL4J)

artificial-intelligence deep-learning deep-reinforcement-learning dl4j keras python scala

Last synced: 01 Nov 2024

https://github.com/krystianity/keras-serving

bring keras-models to production with tensorflow-serving and nodejs + docker :pizza:

cpp docker grpc keras network neuronal nodejs production python serving tensorflow

Last synced: 27 Oct 2024

https://github.com/nlpjoe/daguan-classify-2018

2018达观杯长文本分类智能处理挑战赛 18解决方案

competition-code keras python

Last synced: 07 Aug 2024

https://github.com/remigenet/tkan

TKAN: Temporal Kolmogorov-Arnold Networks

jax keras keras3 kolmogorov-arnold-networks temporal temporal-networks tensorflow tensorflow2 timeseries-forecasting tkan torch

Last synced: 10 Oct 2024

https://github.com/flming/crnn.tf2

Convolutional Recurrent Neural Network(CRNN) for End-to-End Text Recognition - TensorFlow 2

crnn ctc keras ocr scene-text-recognition tensorflow-lite tensorflow2 tf2

Last synced: 12 Nov 2024

https://github.com/FLming/CRNN.tf2

Convolutional Recurrent Neural Network(CRNN) for End-to-End Text Recognition - TensorFlow 2

crnn ctc keras ocr scene-text-recognition tensorflow-lite tensorflow2 tf2

Last synced: 03 Nov 2024

https://github.com/rishit-dagli/fast-transformer

An implementation of Fastformer: Additive Attention Can Be All You Need, a Transformer Variant in TensorFlow

artificial-intelligence attention-mechanism deep-learning keras machine-learning tensorflow transformers

Last synced: 31 Oct 2024

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

Keras implementation of CoordConv for all Convolution layers

coordconv keras tensorflow

Last synced: 09 Nov 2024

https://github.com/alexattia/SimpsonRecognition

Detect and recognize The Simpsons characters using Keras and Faster R-CNN

classification convolutional-neural-networks detection keras recognition simpsons

Last synced: 07 Aug 2024

https://github.com/aitorzip/vpilot

Scripts and tools to easily communicate with DeepGTAV. In the future a self-driving agent will be implemented.

cnn deep-learning gtav keras lstm self-driving-car

Last synced: 06 Nov 2024

https://github.com/hwchong/MNIST_DRAW

This is a sample project demonstrating the use of Keras (Tensorflow) for the training of a MNIST model for handwriting recognition using CoreML on iOS 11 for inference.

coreml ios ios11 keras mnist objective-c tensorflow