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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/zfturbo/classification_models_3d

Set of models for classifcation of 3D volumes

3d-classification deep-learning image-classification keras

Last synced: 22 Dec 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

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/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: 27 Nov 2024

https://github.com/smoke-trees/voice-synthesis

This repository is an implementation of Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis (SV2TTS) with a vocoder that works in real-time. SV2TTS is a three-stage deep learning framework that allows to create a numerical representation of a voice from a few seconds of audio, and to use it to condition a text-to-speech model trained to generalize to new voices.

keras pytorch-implementation speech-to-text sv2tts tensorflow voice-cloning voice-synthesis

Last synced: 22 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/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: 26 Dec 2024

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

Keras implementation of CoordConv for all Convolution layers

coordconv keras tensorflow

Last synced: 20 Dec 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: 27 Nov 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/alexandervnikitin/tsgm

Generation and evaluation of synthetic time series datasets (also, augmentations, visualizations, a collection of popular datasets)

augmentations data-augmentation data-science datasets deep-learning generative-model keras machine-learning python synthetic-data synthetic-time-series tensorflow2 time-series vae

Last synced: 25 Dec 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

Last synced: 27 Nov 2024

https://github.com/hamelsmu/seq2seq_tutorial

Code For Medium Article "How To Create Data Products That Are Magical Using Sequence-to-Sequence Models"

data-science deep-learning deeplearning keras keras-tutorials machine-learning medium-article nlp-machine-learning rnn-encoder-decoder seq2seq-tutorial sequence-to-sequence

Last synced: 27 Oct 2024

https://github.com/chen0040/keras-face

face detection, verification and recognition using Keras

deepface face-verification facenet keras

Last synced: 16 Dec 2024

https://github.com/hamelsmu/Seq2Seq_Tutorial

Code For Medium Article "How To Create Data Products That Are Magical Using Sequence-to-Sequence Models"

data-science deep-learning deeplearning keras keras-tutorials machine-learning medium-article nlp-machine-learning rnn-encoder-decoder seq2seq-tutorial sequence-to-sequence

Last synced: 29 Oct 2024

https://github.com/yusugomori/deeplearning-tf2

Deep learning model zoo with TensorFlow 2.X (& Keras)

deep-learning keras tensorflow tensorflow2

Last synced: 07 Nov 2024

https://github.com/AlirezaShamsoshoara/Fire-Detection-UAV-Aerial-Image-Classification-Segmentation-UnmannedAerialVehicle

Aerial Imagery dataset for fire detection: classification and segmentation (Unmanned Aerial Vehicle (UAV))

classification dataset dnn fire imagery keras segmentation tensorflow uav

Last synced: 10 Nov 2024

https://github.com/titu1994/mobilenetworks

Keras implementation of Mobile Networks

imagenet keras mobilenets neural-network tensorflow

Last synced: 27 Oct 2024

https://github.com/aleju/face-comparer

Neural net to compare human faces.

deep-learning keras

Last synced: 27 Oct 2024

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

Keras implementation of AdaBound

deep-learning keras optimizer

Last synced: 27 Oct 2024

https://github.com/jesperdramsch/keras-complex

Keras-Tensorflow implementation of complex-valued convolutional neural networks

cnn complex complex-numbers convolutional-neural-networks deep-learning keras keras-tensorflow neural-network tensorflow

Last synced: 29 Sep 2024

https://github.com/cyberzhg/keras-gpt-2

Load GPT-2 checkpoint and generate texts

gpt-2 keras language-model nlp

Last synced: 27 Sep 2024

https://github.com/wmylxmj/YOLO-V3-IOU

YOLO3 动漫人脸检测 (Based on keras and tensorflow) 2019-1-19

anime cnn computer-vision deep-learning iou keras object-detection real-time yolo yolov3

Last synced: 09 Nov 2024

https://github.com/pinto0309/keras-oneclassanomalydetection

[5 FPS - 150 FPS] Learning Deep Features for One-Class Classification (AnomalyDetection). Corresponds RaspberryPi3. Convert to Tensorflow, ONNX, Caffe, PyTorch. Implementation by Python + OpenVINO/Tensorflow Lite.

anomaly-detection caffe cnn grad-cam keras mobilenetv2 onnx openvino pytorch raspberrypi tensorflow

Last synced: 01 Nov 2024

https://github.com/vjgpt/face-and-emotion-recognition

Realtime person's face recognize and can classify emotion using webcam, video or images.

dlib emotion emotion-recognition face face-recognition keras opencv

Last synced: 24 Nov 2024

https://github.com/gusgad/capsule-GAN

Code for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".

capsnet capsule-network gan generative-adversarial-network keras python

Last synced: 28 Oct 2024

https://github.com/stared/keras-sequential-ascii

ASCII summary for simple sequential models in Keras

ascii convnet deep-learning keras keras-visualization sequential-models

Last synced: 19 Dec 2024

https://github.com/hzwer/nips2017-learningtorunace

2nd place solution of NIPS2017 LearningToRun Competition.

deep-learning keras reinforcement-learning

Last synced: 15 Nov 2024

https://github.com/hzwer/NIPS2017-LearningToRunACE

2nd place solution of NIPS2017 LearningToRun Competition.

deep-learning keras reinforcement-learning

Last synced: 09 Nov 2024

https://github.com/CVxTz/medical_image_segmentation

Medical image segmentation ( Eye vessel segmentation)

convolutional-neural-networks keras medical-imaging segmentation

Last synced: 15 Nov 2024

https://github.com/andrewekhalel/edafa

Test Time Augmentation (TTA) wrapper for computer vision tasks: segmentation, classification, super-resolution, ... etc.

augmentation classification computer-vision keras pytorch segmentation super-resolution tensorflow wrapper

Last synced: 18 Dec 2024

https://github.com/ahundt/robotics_setup

Setup Ubuntu 18.04, 16.04 and 14.04 with machine learning and robotics software plus user configuration. Includes ceres tensorflow ros caffe vrep eigen cudnn and cuda plus many more.

bash bash-script ceres-solver deep-learning eigen grl install keras linux python robot robotics ros setup tensorflow ubuntu ubuntu1404 ubuntu1604 vrep zsh

Last synced: 21 Nov 2024

https://github.com/chakki-works/chariot

Deliver the ready-to-train data to your NLP model.

keras natural-language-processing preprocessing python tensorflow

Last synced: 25 Dec 2024

https://github.com/zfturbo/segmentation_models_3d

Set of models for segmentation of 3D volumes

3d-segmentation 3d-semantic-segmentation keras segmentation

Last synced: 23 Dec 2024

https://github.com/gcarq/keras-timeseries-prediction

Time series prediction with Sequential Model and LSTM units

keras lstm machine-learning prediction regression-models

Last synced: 27 Oct 2024

https://github.com/autoviml/deep_autoviml

Build tensorflow keras model pipelines in a single line of code. Now with mlflow tracking. Created by Ram Seshadri. Collaborators welcome. Permission granted upon request.

autokeras automl data-science deep-learning gcp keras machine-learning mlflow mljar pycaret python tensorflow tensorflow2 tpot

Last synced: 23 Dec 2024

https://github.com/dlab-berkeley/R-Deep-Learning

Workshop (6 hours): Deep learning in R using Keras. Building & training deep nets, image classification, transfer learning, text analysis, visualization

biomedical cloudml deep-learning keras nlp tensorflow

Last synced: 11 Nov 2024

https://github.com/yingkaisha/keras-vision-transformer

The Tensorflow, Keras implementation of Swin-Transformer and Swin-UNET

keras swinunet tensorflow transformer vision-transformer

Last synced: 19 Dec 2024

https://github.com/yu4u/dnn-watermark

Implementation of "Embedding Watermarks into Deep Neural Networks," in Proc. of ICMR'17.

deep-learning deep-neural-networks keras watermak

Last synced: 29 Oct 2024

https://github.com/zeta36/connect4-alpha-zero

Connect4 reinforcement learning by AlphaGo Zero methods.

alphago-zero connect4 keras reinforcement-learning tensorflow

Last synced: 01 Nov 2024

https://github.com/glambard/adamw_keras

AdamW optimizer for Keras

adam adamw keras optimizer tensorflow

Last synced: 20 Nov 2024

https://github.com/titu1994/wide-residual-networks

Wide Residual Networks in Keras

deep-learning keras residual-networks wide

Last synced: 27 Oct 2024

https://github.com/topazape/lstm_chem

Implementation of the paper - Generative Recurrent Networks for De Novo Drug Design.

cheminformatics chemoinformatics denovo keras lstm machine-learning python3 rnn tensorflow2

Last synced: 07 Nov 2024

https://github.com/qubvel/residual_attention_network

Keras implementation of Residual Attention Network

attention keras resnet

Last synced: 01 Nov 2024

https://github.com/rodrigobressan/face2data

Face2Data: Extract meaningful information from a person face in less than a second. Powered by Keras and Flask.

face-recognition flask keras multi-output-networks utkface

Last synced: 06 Nov 2024

https://github.com/qubvel/tta_wrapper

Test Time image Augmentation (TTA) wrapper for Keras model.

augmentation image-classification image-segmentation keras tensorflow tta tta-wrapper

Last synced: 01 Nov 2024

https://github.com/cscfi/machine-learning-scripts

Collection of scripts and tools related to machine learning

jupyter-notebooks keras machine-learning notebooks pytorch scikit-learn tensorflow

Last synced: 22 Dec 2024

https://github.com/deep-diver/keras-sd-serving

showing various ways to serve Keras based stable diffusion

deployment huggingface-endpoint keras keras-cv stable-diffusion

Last synced: 01 Nov 2024

https://github.com/yizt/keras-ctpn

keras复现场景文本检测网络CPTN: 《Detecting Text in Natural Image with Connectionist Text Proposal Network》;欢迎试用,关注,并反馈问题...

ctpn deep-learning keras ocr text-detection

Last synced: 03 Nov 2024

https://github.com/guillaume-chevalier/hyperopt-keras-cnn-cifar-100

Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task.

cnn cnn-keras hyperopt hyperparameter-optimization hyperparameter-search hyperparameter-tuning hyperparameters-optimization keras tensorflow

Last synced: 16 Nov 2024

https://github.com/brannondorsey/keras_weight_animator

Save keras weight matrices as short animated videos during training

deep-learning keras machine-learning neural-network video visualization

Last synced: 13 Nov 2024

https://github.com/AiAiHealthcare/ProjectAiAi

AiAi.care project is teaching computers to "see" chest X-rays and interpret them how a human Radiologist would. We are using 700,000 Chest X-Rays + Deep Learning to build an FDA 💊 approved, open-source screening tool for Tuberculosis and Lung Cancer. After an MRMC clinical trial, AiAi CAD will be distributed for free to emerging nations, charitable hospitals, and organizations like WHO 🌏 We will also release our pretrained models and weights as Medical Imagenet.

charity convolutional-neural-networks ct-scans cxr-lungs deep-learning dicom fda keras lung-cancer lung-cancer-detection postero-anterior pytorch radiologist radiology scikit-image teleradiology tensorflow tuberculosis x-ray

Last synced: 20 Nov 2024

https://github.com/jfsantos/keras-tutorial

Tutorial teaching the basics of Keras and some deep learning concepts

deep-learning keras tutorial

Last synced: 16 Dec 2024

https://github.com/ugis22/analysing_twitter

Stream Tweets and store them in a relational DB. Perform sentiment analysis and network interaction.

avenger keras network-graph postgresql-database python sentiment-analysis tweepy tweets

Last synced: 15 Nov 2024

https://github.com/mdietrichstein/yolo-tiny-v1-mobile

Yolo for Android and iOS - Mobile Deep Learning Object Detection in Realtime written in Kotlin and Swift

android computer-vision deep-learning deep-neural-networks ios keras keras-tensorflow mobile tensorflow

Last synced: 07 Dec 2024

https://github.com/sayakpaul/convnext-tf

Includes PyTorch -> Keras model porting code for ConvNeXt family of models with fine-tuning and inference notebooks.

computer-vision convolutional-neural-networks efficient-models imagenet-1k imagenet-21k keras tensorflow

Last synced: 01 Nov 2024

https://github.com/gfreewind/kernel_net_chart

It is the skb path of Linux kernel

keras netdev skb

Last synced: 25 Nov 2024

https://github.com/metal3d/keras-video-generators

Keras generators to generate sequences from videos as input

keras keras-generators machine-learning machinelearning python3 tensorflow

Last synced: 25 Dec 2024

https://github.com/katanaml/katana-assistant

Text based assistant powered by Machine Learning and NLP

javascript jupyter-notebook keras machine-learning neural-network python tensorflow

Last synced: 13 Nov 2024

https://github.com/titu1994/batchrenormalization

Batch Renormalization algorithm implementation in Keras

batch-renormalization deep-learning keras keras-layer

Last synced: 27 Oct 2024

https://github.com/monk1337/various-attention-mechanisms

This repository contain various types of attention mechanism like Bahdanau , Soft attention , Additive Attention , Hierarchical Attention etc in Pytorch, Tensorflow, Keras

attention attention-lstm attention-mechanism attention-mechanisms attention-model attention-network bahdanau-attention hierarchical-attention keras luong-attention multi-head-attention pytorch scaled-dot-product-attention self-attention sentence-attention

Last synced: 24 Nov 2024

https://github.com/solidglue/deep_learning_tensorflow2_examples

深度学习TensorFlow2入门指南。Deep Learning TensorFlow2 API and Examples with Python3 and Jupyter Notebook.

jupyter-notebook keras tensorflow-api tensorflow-examples tensorflow2

Last synced: 12 Nov 2024

https://github.com/mzaradzki/factorization-machine-for-prediction

Factorization Machine for regression and classification

keras machine-learning python pytorch theano

Last synced: 01 Dec 2024

https://github.com/Shathe/MNasNet-Keras-Tensorflow

A Tensorflow Keras implementation (Graph and eager execution) of Mnasnet: MnasNet: Platform-Aware Neural Architecture Search for Mobile.

architecture-search deep-learning eager-execution keras mnasnet tensorflow

Last synced: 31 Oct 2024

https://github.com/alireza-akhavan/rnn-notebooks

RNN(SimpleRNN, LSTM, GRU) Tensorflow2.0 & Keras Notebooks (Workshop materials)

deep-learning gru jupyter-notebook keras lstm rnn tensorflow2

Last synced: 05 Dec 2024

https://github.com/xv44586/toolkit4nlp

transformers implement (architecture, task example, serving and more)

bert keras nlp

Last synced: 19 Dec 2024