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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/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: 02 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: 30 Oct 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/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: 02 Aug 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/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/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: 27 Oct 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: 02 Aug 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/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/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: 30 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: 30 Oct 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: 02 Aug 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: 02 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/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/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/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/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: 10 Oct 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: 31 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/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/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: 02 Aug 2024

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

Metrics for Keras. DEPRECATED since Keras 2.3.0

deprecated keras machine-learning python

Last synced: 10 Oct 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/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/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: 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/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/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/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: 05 Aug 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/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: 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: 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: 26 Oct 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

Last synced: 07 Aug 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/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/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: 02 Aug 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/titu1994/mobilenetworks

Keras implementation of Mobile Networks

imagenet keras mobilenets neural-network tensorflow

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/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/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: 02 Aug 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/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: 31 Oct 2024

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

2nd place solution of NIPS2017 LearningToRun Competition.

deep-learning keras reinforcement-learning

Last synced: 02 Aug 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: 31 Oct 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: 01 Nov 2024

https://github.com/CVxTz/medical_image_segmentation

Medical image segmentation ( Eye vessel segmentation)

convolutional-neural-networks keras medical-imaging segmentation

Last synced: 03 Aug 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: 10 Oct 2024