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Tensorflow

TensorFlow is an open source library that was created by Google. It is used to design, build, and train deep learning models.

https://github.com/xingyul/sparse-winograd-cnn

Efficient Sparse-Winograd Convolutional Neural Networks (ICLR 2018)

convolution convolutional-neural-networks network-pruning tensorflow winograd

Last synced: 04 Aug 2024

https://github.com/chxj1992/captcha_cracker

卷积神经网络实现的验证码识别

cnn-keras neural-network tensorflow

Last synced: 31 Oct 2024

https://github.com/hengluchang/deep-news-summarization

News summarization using sequence to sequence model with attention in TensorFlow.

deep-learning encoder-decoder gigaword lstm news-summarization recurrent-neural-networks seq2seq tensorflow tensorflow-models

Last synced: 12 Nov 2024

https://github.com/mblondel/fenchel-young-losses

Probabilistic classification in PyTorch/TensorFlow/scikit-learn with Fenchel-Young losses

loss-functions probabilistic-classification pytorch sklearn tensorflow

Last synced: 13 Oct 2024

https://github.com/zfit/zfit

Model manipulation and fitting library based on TensorFlow and optimised for simple and direct manipulation of probability density functions. Its main focus is on scalability, parallelisation and user friendly experience.

high-energy-physics likelihood model-fitting scikit-hep tensorflow

Last synced: 13 Nov 2024

https://github.com/suinleelab/path_explain

A repository for explaining feature attributions and feature interactions in deep neural networks.

explainable-ai interpretable-deep-learning machine-learning pytorch tensorflow

Last synced: 11 Nov 2024

https://github.com/snowkylin/ntm

TensorFlow implementation of Neural Turing Machines (NTM), with its application on one-shot learning (MANN)

mann neural-turing-machines ntm one-shot-learning tensorflow

Last synced: 15 Nov 2024

https://github.com/rafiqhasan/auto-tensorflow

Build Low Code Automated Tensorflow explainable models in just 3 lines of code. Library created by: Hasan Rafiq - https://www.linkedin.com/in/sam04/

auto-tensorflow automl autotensorflow deeplearning machine-learning machinelearning neural-networks tensorflow tfx

Last synced: 14 Nov 2024

https://github.com/yzwxx/vae-celebA

Variational auto-encoder trained on celebA . All rights reserved.

celeba-dataset tensorflow tensorlayer variational-autoencoder vggl16

Last synced: 07 Nov 2024

https://github.com/ptyadana/data-science-and-machine-learning-projects-dojo

collections of data science, machine learning and data visualization projects with pandas, sklearn, matplotlib, tensorflow2, Keras, various ML algorithms like random forest classifier, boosting, etc

boosting-algorithms data-analysis data-science data-visualization deep-learning keras machine-learning machine-learning-algorithms natural-language-processing pandas probability-statistics scikit-learn seaborn tensorflow

Last synced: 15 Nov 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/webrtchacks/tfobjwebrtc

Tensorflow Object Detection API Web Service wrapper that works on any <video> tag and WebRTC streams

object-detection tensorflow webrtc

Last synced: 10 Nov 2024

https://github.com/terrytangyuan/tensorflow-in-practice-code

源码实现：《TensorFlow实战》黄文坚，唐源 著

book tensorflow tensorflow-examples tensorflow-tutorials

Last synced: 12 Nov 2024

https://github.com/fedml-ai/fedgraphnn

FedGraphNN: A Federated Learning Platform for Graph Neural Networks with MLOps Support. The previous research version is accepted to ICLR'2021 - DPML and MLSys'21 - GNNSys workshops.

deep-learning distributed-learning federated-learning federated-learning-framework fedml gnns graph-neural-networks machine-learning pytorch tensorflow

Last synced: 16 Nov 2024

https://github.com/BMW-InnovationLab/BMW-Anonymization-API

This repository allows you to anonymize sensitive information in images/videos. The solution is fully compatible with the DL-based training/inference solutions that we already published/will publish for Object Detection and Semantic Segmentation.

anonymization-api anonymization-technique bmw computer-vision data-anonymization deep-learning docker image-transformation inference no-code object-detection openvino privacy-enhancing-technologies privacy-protection pytorch semantic-segmentation tensorflow tensorflow-training video video-anonymization

Last synced: 05 Nov 2024

https://github.com/thibo73800/capsnet-traffic-sign-classifier

A Tensorflow implementation of CapsNet(Capsules Net) apply on german traffic sign dataset

capsnet capsule-network capsules-net convolutional-neural-networks deep-learning neural-network tensorflow

Last synced: 28 Oct 2024

https://github.com/BMW-InnovationLab/BMW-Anonymization-API?referral=top-free-anonymization-tools-apis-and-open-source-models

This repository allows you to anonymize sensitive information in images/videos. The solution is fully compatible with the DL-based training/inference solutions that we already published/will publish for Object Detection and Semantic Segmentation.

anonymization-api anonymization-technique bmw computer-vision data-anonymization deep-learning docker image-transformation inference no-code object-detection openvino privacy-enhancing-technologies privacy-protection pytorch semantic-segmentation tensorflow tensorflow-training video video-anonymization

Last synced: 12 Aug 2024

https://github.com/saikatbsk/ImageCompletion-DCGAN

Image completion using deep convolutional generative adversarial nets in tensorflow

dcgan image-completion image-inpainting tensorflow

Last synced: 07 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: 13 Nov 2024

https://github.com/jsikyoon/adv_attack_capsnet

Tensorflow Implementation of Adversarial Attack to Capsule Networks

adversarial-example capsule-network fgsm tensorflow

Last synced: 28 Oct 2024

https://github.com/j3soon/tbparse

Load tensorboard event logs as pandas DataFrames for scientific plotting; Supports both PyTorch and TensorFlow

machine-learning parser plot python pytorch reader tensorboard tensorboardx tensorflow

Last synced: 15 Nov 2024

https://github.com/orendv/learning_to_sample

A learned sampling approach for point clouds (CVPR 2019)

cvpr2019 deep-learning geometry-processing neural-network point-cloud sampling tensorflow

Last synced: 28 Oct 2024

https://github.com/ghwatson/faststyle

Tensorflow implementation of fast neural style transfer.

deep-learning neural-network neural-style style-transfer tensorflow

Last synced: 07 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/jiamings/fast-weights

Implementation of the paper [Using Fast Weights to Attend to the Recent Past](https://arxiv.org/abs/1610.06258)

accuracy deep-learning fast-weights tensorflow tensorflow-models

Last synced: 13 Oct 2024

https://github.com/goruck/smart-zoneminder

Fast object detection, face recognition and S3 upload of ZoneMinder alarms.

alexa dlib edge-tpu rekognition s3 tensorflow zoneminder

Last synced: 10 Nov 2024

https://github.com/Moving-AI/virtual-walk

Virtual walks in Google Street View using PoseNet and applying Deep Learning models to recognize actions.

google-maps google-street lstm-model posenet tensorflow virtual-reality webcam

Last synced: 15 Nov 2024

https://github.com/armour/automatic-image-colorization

🎨 Automatic Image Colorization using TensorFlow based on Residual Encoder Network

auto-colorization colorization gpu image-colorization jarvis python3 residual-encoder-network tensorflow

Last synced: 07 Nov 2024

https://github.com/Armour/Automatic-Image-Colorization

🎨 Automatic Image Colorization using TensorFlow based on Residual Encoder Network

auto-colorization colorization gpu image-colorization jarvis python3 residual-encoder-network tensorflow

Last synced: 14 Nov 2024

https://github.com/shiffman/tensorflow-js-examples

Working on some new examples with tensorflow.js and p5.js

javascript machine-learning ml5 p5js tensorflow tensorflow-js

Last synced: 27 Oct 2024

https://github.com/ymcui/lert

LERT: A Linguistically-motivated Pre-trained Language Model（语言学信息增强的预训练模型LERT）

bert lert nlp plm pre-train pytorch tensorflow transformer

Last synced: 28 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: 12 Nov 2024

https://github.com/ivanbongiorni/gan-rnn_timeseries-imputation

Recurrent GAN for imputation of time series data. Implemented in TensorFlow 2 on Wikipedia Web Traffic Forecast dataset from Kaggle.

cnn forecasting gan machine-learning python rnn seq2seq tensorflow tensorflow2

Last synced: 15 Nov 2024

https://github.com/MousaviSajad/ECG-Heartbeat-Classification-seq2seq-model

Inter- and intra- patient ECG heartbeat classification for arrhythmia detection: a sequence to sequence deep learning approach

biosignals cnn deep-learning ecg ecg-heartbeat-classification sequence-to-sequence tensorflow

Last synced: 07 Nov 2024

https://github.com/synthesized-infinity/whatsapp-botto-xre

Lightweight, Efficient & Stable Whatsapp-Botto-Xre built with Baileys.

automation baileys bot tensorflow websocket whatsapp-bot whatsapp-web

Last synced: 14 Nov 2024

https://github.com/Syn-McJ/TFClassify-Unity

An example of using Tensorflow with Unity for image classification and object detection.

csharp deep-learning image-classification object-detection object-recognition tensorflow tensorflowsharp unity unity3d

Last synced: 10 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: 14 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: 13 Nov 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: 17 Nov 2024

https://github.com/awjuliani/Pix2Pix-Film

An implementation of Pix2Pix in Tensorflow for use with frames from films

gan pix2pix tensorflow

Last synced: 07 Aug 2024

https://github.com/awjuliani/pix2pix-film

An implementation of Pix2Pix in Tensorflow for use with frames from films

gan pix2pix tensorflow

Last synced: 17 Nov 2024

https://github.com/lopuhin/transformer-lm

Transformer language model (GPT-2) with sentencepiece tokenizer

gpt-2 language-model tensorflow

Last synced: 27 Oct 2024

https://github.com/yanwii/ChineseNER

基于Bi-GRU + CRF 的中文机构名、人名识别, 支持google bert模型

bert-bilstm-crf bert-chinese bi-gru-crf named-entity-recognition tensorflow

Last synced: 02 Nov 2024

https://github.com/hadim/docker-tensorflow-builder

Docker images to compile TensorFlow yourself.

docker docker-image tensorflow

Last synced: 05 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/relph1119/deeplearning-with-tensorflow-notes

龙曲良《TensorFlow深度学习》学习笔记及代码，采用TensorFlow2.0.0版本

deep-learning tensorflow

Last synced: 16 Nov 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/hamedmp/imageflow

A simple wrapper of TensorFlow for Converting, Importing (and Soon, Training) Images in tensorflow.

imageflow tensorflow wrapper

Last synced: 17 Nov 2024

https://github.com/Spenhouet/tensorboard-aggregator

Aggregate multiple tensorboard runs to new summary or csv files

aggregator csv-export summarizer tensorboard tensorflow

Last synced: 05 Aug 2024

https://github.com/gizatechxyz/orion

ONNX Runtime in Cairo 1.0 for verifiable ML inference using STARK

cairo-lang deep-learning machine-learning onnx starknet tensorflow

Last synced: 26 Oct 2024

https://github.com/norkator/open-intelligence

Creepy stalking tool to process security camera motion triggered images and sort seen objects in different categories, detect license plates and faces. Has PWA ready web front end. Meant to make property monitoring faster without need to watch video recordings.

alpr clustering face-detection face-recognition intelligence-cctv intelligence-gathering load-balancing neural-nets neural-networks object-detection plate-detection plate-recognition security-camera security-cameras super-resolution surveillance surveillance-systems tensorflow yolov3 yolov4

Last synced: 06 Nov 2024

https://github.com/neuronets/nobrainer

A framework for developing neural network models for 3D image processing.

machine-learning medical-imaging neuroimaging semantic-segmentation tensorflow

Last synced: 17 Nov 2024

https://github.com/katanaml/sample-apps

Sample apps for YouTube channel. Machine Learning, Web Development, Python.

machine-learning python tensorflow

Last synced: 13 Nov 2024

https://github.com/alibaba/Curvature-Learning-Framework

Curvlearn, a Tensorflow based non-Euclidean deep learning framework.

geometric-deep-learning hyperbolic non-euclidean-deep-learning tensorflow

Last synced: 16 Nov 2024

https://github.com/philferriere/tfvos

Semi-Supervised Video Object Segmentation (VOS) with Tensorflow. Includes implementation of *MaskRNN: Instance Level Video Object Segmentation (NIPS 2017)* as part of the NIPS Paper Implementation Challenge.

convolutional-neural-networks deep-learning instance-segmentation optical-flow recurrent-neural-networks segmentation tensorflow video-segmentation

Last synced: 01 Nov 2024

https://github.com/floydhub/dockerfiles

Deep Learning Dockerfiles

deep-learning docker pytorch tensorflow torch

Last synced: 06 Nov 2024

https://github.com/floydhub/floyd-cli

Command line tool for FloydHub - the fastest way to build, train, and deploy deep learning models

ai artificial-intelligence deep-learning floyd floyd-cli floydhub gpu machine-learning python pytorch tensorflow

Last synced: 31 Oct 2024

https://github.com/mesosphere/dcos-commons

DC/OS SDK is a collection of tools, libraries, and documentation for easy integration of technologies such as Kafka, Cassandra, HDFS, Spark, and TensorFlow with DC/OS.

cassandra dcos dcos-data-services-guild declarative elasticsearch hdfs kafka kubernetes mesos stateful-containers tensorflow

Last synced: 12 Oct 2024

https://github.com/sugyan/tf-dcgan

DCGAN implementation by TensorFlow

dcgan tensorflow

Last synced: 16 Nov 2024

https://github.com/wzyonggege/rnn_poetry_generator

基于RNN生成古诗

lstm rnn tensorflow

Last synced: 16 Nov 2024

https://github.com/jinglescode/time-series-forecasting-tensorflowjs

Pull stock prices from online API and perform predictions using Long Short Term Memory (LSTM) with TensorFlow.js framework

deep-learning javascript lstm machine-learning neural-network rnn tensorflow tensorflowjs time-series-forecasting

Last synced: 15 Nov 2024

https://github.com/l11x0m7/Question_Answering_Models

This repo collects and re-produces models related to domains of question answering and machine reading comprehension

machine-reading-comprehension mrc python qa question-answering tensorflow

Last synced: 06 Nov 2024

https://jinglescode.github.io/time-series-forecasting-tensorflowjs/

Pull stock prices from online API and perform predictions using Long Short Term Memory (LSTM) with TensorFlow.js framework

deep-learning javascript lstm machine-learning neural-network rnn tensorflow tensorflowjs time-series-forecasting

Last synced: 26 Oct 2024

https://github.com/danielegrattarola/twitter-sentiment-cnn

An implementation in TensorFlow of a convolutional neural network (CNN) to perform sentiment classification on tweets.

deep-learning nlp python sentiment-classification tensorflow twitter

Last synced: 01 Nov 2024

https://github.com/cifkao/groove2groove

Code for "Groove2Groove: One-Shot Music Style Transfer with Supervision from Synthetic Data"

deep-learning magenta music-style-transfer neural-network paper papers-with-code style-transfer tensorflow

Last synced: 13 Nov 2024

https://github.com/wookayin/tensorflowkr-2017-talk-bestpractice

💬 Slides and Tutorial Codes for the talk 'Toward Best Practices of TensorFlow Code Patterns' (2017)

best-practices slides tensorflow

Last synced: 27 Oct 2024

Tensorflow Awesome Lists
awesome-quantum-machine-learning 267 awesome-deep-learning-resources 141 awesome-colab-notebooks 525 Awesome-TensorFlow-Chinese 107 CV-pretrained-model 103 awesome-ml-demos-with-ios 93 awesome-tensorflow-lite 110 awesome-robotics 72 awesome-AutoML-and-Lightweight-Models 150 Awesome-GANs 94 awesome-tensorflow-2 156 Awesome-Denoise 164 ai4artists 286 graph-networks 246 awesome-tensorlayer 51 awesome-tensorflow-js 55 awesome-python-machine-learning-resources 1,884 awesome-adaptive-computation 173 bert-in-production 45 awesome-dotnet-machine-learning 134 Awesome-Tensorflow2 105 awesome-Multi-Document-Summarization 56 awesome-imgcook 37 awesome-keras 46 TensorFlow-Guide 819 fucking-awesome-tensorflow 130 free-tensorflow-resources 80
Tensorflow Categories
Blog posts <a name="blogs" />📃 408 Tutorials 206 Research Papers 202 Research 198 Uncategorized 183 文本数据和NLP 182 Models with samples 157 Descriptive Resources 136 数据可视化 131 1.) Neural Architecture Search 123 机器学习框架 122 图像数据与CV 106 Learning 101 Papers & Codes 100 模型的可解释性 99 Posts and Articles 96 超参数优化和AutoML 93 Papers 84 工作流程和实验跟踪 80 Learn 78