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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/yusugomori/deeplearning-tf2

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

deep-learning keras tensorflow tensorflow2

Last synced: 31 Jul 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/peteryuX/esrgan-tf2

ESRGAN (Enhanced Super-Resolution Generative Adversarial Networks, published in ECCV 2018) implemented in Tensorflow 2.0+. This is an unofficial implementation. With Colab.

colab colab-notebook esrgan esrgan-tf2 gan perceptual-losses sr super-resolution tensorflow tf2

Last synced: 31 Jul 2024

https://github.com/cvalenzuela/scenescoop

A tool to describe the content of videos and suggest similar scenes in other videos/films.

learning machine movie python scene tensorflow video

Last synced: 07 Aug 2024

https://github.com/burliEnterprises/tensorflow-music-generator

generates music (midi files) using a Tensorflow RNN

midi music-generation tensorflow

Last synced: 03 Aug 2024

https://github.com/QData/AdversarialDNN-Playground

VizSec17: Web-based visualization tool for adversarial machine learning / LiveDemo

adversarial-samples deep-neural-networks machine-learning neural-network python tensorflow visualization

Last synced: 02 Aug 2024

https://github.com/kaize0409/GCN_AnomalyDetection

Code for Deep Anomaly Detection on Attributed Networks (SDM2019)

graph-anomaly-detection graph-neural-networks tensorflow

Last synced: 01 Aug 2024

https://github.com/scaleoutsystems/fedn

FEDn: An open framework and a managed platform for real-world federated machine learning.

edge-ai edge-ml federated-learning federated-machine-learning fedml fleet-learning keras-tensorflow pytorch scikit-learn tensorflow

Last synced: 02 Aug 2024

https://scaleoutsystems.github.io/fedn/

FEDn: An open framework and a managed platform for real-world federated machine learning.

edge-ai edge-ml federated-learning federated-machine-learning fedml fleet-learning keras-tensorflow pytorch scikit-learn tensorflow

Last synced: 03 Aug 2024

https://github.com/tensorflow/tfx-addons

Developers helping developers. TFX-Addons is a collection of community projects to build new components, examples, libraries, and tools for TFX. The projects are organized under the auspices of the special interest group, SIG TFX-Addons. Join the group at http://goo.gle/tfx-addons-group

machine-learning mlops neural-network python special-interest-group tensorflow tfx

Last synced: 31 Jul 2024

https://github.com/trigeorgis/mdm

A TensorFlow implementation of the Mnemonic Descent Method.

deep-learning face face-alignment mdm menpo pretrained-models snapchat tensorflow

Last synced: 31 Jul 2024

https://github.com/flyingdoog/PGExplainer

Parameterized Explainer for Graph Neural Network

deep-learning graph-neural-network graph-neural-networks tensorflow

Last synced: 08 Aug 2024

https://github.com/marcbelmont/satellite-image-object-detection

YOLO/YOLOv2 inspired deep network for object detection on satellite images (Tensorflow, Numpy, Pandas).

object-detection satellite-imagery tensorflow yolo yolo2

Last synced: 01 Aug 2024

https://github.com/rsnk96/Ubuntu-Setup-Scripts

Scripts to help you set up your Ubuntu quickly, especially if you're in any subfield of Data Science or AI!

anaconda cuda deep-learning deeplearning dl ffmpeg installers ml opencv python pytorch tensorflow tensorflow-setup ubuntu zsh

Last synced: 01 Aug 2024

https://github.com/suinleelab/attributionpriors

Tools for training explainable models using attribution priors.

artificial-intelligence interpretable-deep-learning machine-learning tensorflow

Last synced: 06 Aug 2024

https://github.com/ymcui/LAMB_Optimizer_TF

LAMB Optimizer for Large Batch Training (TensorFlow version)

bert optimizer tensorflow

Last synced: 01 Aug 2024

https://github.com/artiste-qb-net/qubiter

Python tools for reading, writing, compiling, simulating quantum computer circuits. Includes numpy and tensorflow backends. “Quantum Space, the final frontier. These are the voyages of the starship Qubiter. Its five-year mission: to explore strange new worlds, to seek out new life and new civilizations, to boldly go where no man has gone before.”

quantum-compiler quantum-computing tensorflow

Last synced: 02 Aug 2024

https://github.com/hugozanini/realtime-semantic-segmentation

Implementation of RefineNet to perform real time instance segmentation in the browser using TensorFlow.js

computer-vision real-time-machine-learning semantic-segmentation tensorflow tensorflowjs

Last synced: 08 Aug 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: 02 Aug 2024

https://github.com/rajshah4/tensorflow_shiny

A R/Shiny app for interactive RNN tensorflow models

rnn-model rpython shiny tensorflow tensorflow-models

Last synced: 07 Aug 2024

https://github.com/YipengHu/label-reg

(This repo is no longer up-to-date. Any updates will be at https://github.com/DeepRegNet/DeepReg/) A demo of the re-factored label-driven registration code, based on "Weakly-supervised convolutional neural networks for multimodal image registration"

convolutional-neural-networks deep-learning image-guided-interventions medical-image-registration tensorflow weakly-supervised-learning

Last synced: 31 Jul 2024

https://github.com/zsdonghao/Image-Captioning

TensorFlow (TensorLayer) Implementation of Image Captioning

deep-learning image-captioning tensorflow tensorlayer

Last synced: 01 Aug 2024

https://github.com/cgtuebingen/Flex-Convolution

Source code for: Flex-Convolution (Million-Scale Point-Cloud Learning Beyond Grid-Worlds), accepted at ACCV 2018

3d-point-clouds cuda deep-learning deep-neural-networks machine-learning pointcloud pointcloudprocessing research research-paper segmentation shapenet tensorflow

Last synced: 31 Jul 2024

https://github.com/XanaduAI/QMLT

The Quantum Machine Learning Toolbox (QMLT) is a Strawberry Fields application that simplifies the optimization of variational quantum circuits (also known as parametrized quantum circuits).

deep-learning machine-learning neural-network optimization quantum quantum-computing tensorflow

Last synced: 02 Aug 2024

https://github.com/tensorlayer/adaptive-style-transfer

Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization

deep-learning deepdream style-transfer tensorflow tensorlayer

Last synced: 01 Aug 2024

https://github.com/xingchensong/Speech-Transformer-tf2.0

transformer for ASR-systerm (via tensorflow2.0)

end-to-end speech-recognition tensorflow transformer

Last synced: 02 Aug 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 Aug 2024

https://github.com/XanaduAI/quantum-learning

This repository contains the source code used to produce the results presented in the paper "Machine learning method for state preparation and gate synthesis on photonic quantum computers".

machine-learning optimization photonics quantum quantum-computing quantum-machine-learning tensorflow

Last synced: 02 Aug 2024

https://github.com/aetros/aetros-cli

AETROS CLI + SDK. Command line application to manage/monitor machine learning training in AETROS Trainer

deep-learning machine-learning tensorflow theano

Last synced: 03 Aug 2024

https://github.com/visipedia/tfrecords

Functions for creating tfrecords for TensorFlow models.

bounding-boxes protocol-buffers tensorflow tfrecords tfrecords-files

Last synced: 01 Aug 2024

https://github.com/kinhong/OpenLabeler

OpenLabeler is an open source desktop application for annotating objects for AI appplications

annotations cross-platform deep-learning desktop-application detection docker labeling-tool nueral-networks recognition tensorflow

Last synced: 03 Aug 2024

https://github.com/bioinfomaticsCSU/deepsignal

Detecting methylation using signal-level features from Nanopore sequencing reads

bioinformatics epigenetics methylation nanopore-sequencing tensorflow

Last synced: 02 Aug 2024

https://github.com/PINTO0309/MobileNetV2-PoseEstimation

Tensorflow based Fast Pose estimation. OpenVINO, Tensorflow Lite, NCS, NCS2 + Python.

intel lattepanda ncs ncs2 opencv openvino pose-estimation python raspberrypi raspbian tensorflow tensorflow-lite ubuntu

Last synced: 01 Aug 2024

https://github.com/HiKapok/tf.extra_losses

Large-Margin Softmax Loss, Angular Softmax Loss, Additive Margin Softmax, ArcFaceLoss And FocalLoss In Tensorflow

angular-softmax arcface focalloss large-margin-softmax sphereface tensorflow

Last synced: 01 Aug 2024

https://github.com/Fei-Wang/insightface

implementation of insightface by using Tensorflow

arcface insightface retinaface tensorflow

Last synced: 02 Aug 2024

https://github.com/second-state/WasmEdge-go

The GO language SDK and API for WasmEdge

go golang tensorflow wasmedge webassembly

Last synced: 31 Jul 2024

https://github.com/pooya-mohammadi/deep_utils

An open-source toolkit which is full of handy functions, including the most used models and utilities for deep-learning practitioners!

augmentation coco computer-vision cutmix deep-learning face-detection face-recognition machine-learning modelcheckpoint nlp object-detection python pytorch senet tensorflow utils vggface2 yolov5

Last synced: 02 Aug 2024

https://github.com/chenxi116/PNASNet.TF

TensorFlow implementation of PNASNet-5 on ImageNet

automl deep-learning imagenet neural-architecture-search tensorflow

Last synced: 31 Jul 2024

https://github.com/EIDOSLAB/torchstain

Stain normalization tools for histological analysis and computational pathology

computational-pathology digital-pathology histopathology medical-imaging numpy python pytorch stain-normalization tensorflow

Last synced: 02 Aug 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: 04 Aug 2024

https://github.com/remyhuang/pop-music-highlighter

"Pop Music Highlighter: Marking the Emotion Keypoints", TISMIR vol. 1, no. 1

attention chorus highlight music tensorflow

Last synced: 05 Aug 2024

https://github.com/santhisenan/SDN_DDoS_Simulation

An attempt to detect and prevent DDoS attacks using reinforcement learning. The simulation was done using Mininet.

ddos-detection ddos-simulation ddpg-agent mininet openvswitch reinforcement-learning ryu sdn tensorflow

Last synced: 01 Aug 2024

https://github.com/mathildor/TF-SegNet

SegNet-like network implemented in TensorFlow to use for segmenting aerial images

image-segmentation machine-learning segnet tensorflow

Last synced: 05 Aug 2024

https://github.com/theislab/ncem

Learning cell communication from spatial graphs of cells

cell-cell-communication cell-cell-interaction cvae encoder-decoder-model glm gnn scanpy squidpy tensorflow

Last synced: 02 Aug 2024

https://github.com/ChenHongruixuan/SiamCRNN

[IEEE TGRS 2020] Official Tensorflow implementation for Change Detection in Multisource VHR Images via Deep Siamese Convolutional Multiple-Layers Recurrent Neural Network

change-detection cnn convolutional-neural-network deep-learning heterogeneous-image lidar-data lstm python recurrent-neural-network remote-sensing tensorflow

Last synced: 07 Aug 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 Jul 2024

https://github.com/tgyg-jegli/tf_texture_net

TensorFlow implementation of DmitryUlyanov/texture_nets

tensorflow texture-nets torch

Last synced: 21 Aug 2024

https://github.com/tf-encrypted/tf-seal

Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library

cryptography homomorphic-encryption machine-learning tensorflow

Last synced: 04 Aug 2024

https://github.com/doocs/deep-learning

🙃 深度学习实践与知识总结

ai deep-learning deep-neural-networks doocs pytorch tensorflow

Last synced: 31 Jul 2024

https://github.com/prip-lab/MSU-LatentAFIS

A system for identifying latent fingerprints. Created at Michigan State University by Anil K. Jain, Kai Cao, Dinh-Luan Nguyen, and Cori Tymoszek.

afis feature-extraction fingerprint-matching latent-fingerprints minutiae openmp opensource parallel-programming templates tensorflow

Last synced: 04 Aug 2024

https://github.com/giswqs/manjaro-linux

Shell scripts for setting up Manjaro Linux for Python programming and deep learning

data-science deep-learning gis kde manjaro manjaro-linux notebook-jupyter python r remote-sensing shell-scripts tensorflow

Last synced: 06 Aug 2024

https://github.com/shinjayne/shinTB

Textboxes : Image Text Detection Model : python package (tensorflow)

cnn deep-learning detection ssd tensorflow text-detection textboxes

Last synced: 01 Aug 2024

https://github.com/Torsion-Audio/nn-inference-template

Neural network inference template for real-time cricital audio environments - presented at ADC23

audio audio-plugin deep-learning inference inference-engine juce libtorch machine-learning neural-network onnx onnxruntime pytorch tensorflow tensorflow-lite

Last synced: 03 Aug 2024

https://github.com/philipperemy/stock-volatility-google-trends

Deep Learning Stock Volatility with Google Domestic Trends: https://arxiv.org/pdf/1512.04916.pdf

google-trends keras keras-neural-networks keras-tensorflow tensorflow tensorflow-examples tensorflow-experiments

Last synced: 01 Aug 2024

https://github.com/dgriffiths3/pointnet2-tensorflow2

Pointnet++ modules implemented as tensorflow 2 keras layers.

classification deep-learning point-cloud pointnet pointnet2 segmentation tensorflow tensorflow2

Last synced: 31 Jul 2024

https://github.com/chizhanyuefeng/Realtime-Fall-Detection-for-RNN

Real-time ADLs and Fall Detection implement TensorFlow

adls fall fall-detection falldetector rnn tensorflow

Last synced: 01 Aug 2024

https://github.com/chollinger93/scarecrow

A Raspberry Pi powered, distributed (edge) computing camera setups that runs a Tensorflow object detection model to determine whether a person is on the camera. A plugin model allows actions based on the detection, such as playing audio, turning on lights, or triggering an Arduino.

audio debian hacktoberfest linux machine-learning network opencv opencv-python raspberry raspberry-pi raspbian tensorflow zmq

Last synced: 01 Aug 2024

https://github.com/MarsTechHAN/keras2ncnn

A keras h5df to ncnn model converter

deep-learning keras model-converter ncnn python python3 tensorflow

Last synced: 31 Jul 2024

https://github.com/GianlucaPaolocci/Sound-classification-on-Raspberry-Pi-with-Tensorflow

In this project is presented a simple method to train an MLP neural network for audio signals. The trained model can be exported on a Raspberry Pi (2 or superior suggested) to classify audio signal registered with USB microphone

audio-analysis audio-signals dataset librosa machine-learning multilayer-perceptron-network raspberry raspberry-pi sound-classification tensorflow tensorflow-models

Last synced: 01 Aug 2024

https://github.com/legacyai/tf-transformers

State of the art faster Transformer with Tensorflow 2.0 ( NLP, Computer Vision, Audio ).

bert gpt2 keras language-model natural-language-processing nlp nlp-library tensorflow tensorflow2 text-classification text-generation transformer

Last synced: 01 Aug 2024

https://github.com/thushv89/manning_tf2_in_action

The official code repository for "TensorFlow in Action" by Manning.

computer-vision deep-learning machine-learning nlp notebook python tensorflow tensorflow2 tf tf2

Last synced: 31 Jul 2024

https://github.com/fendouai/Free-Tensorflow

Tensorflow 免费中文视频教程，开源代码，免费书籍.

tensorflow tensorflow-book tensorflow-examples tensorflow-models tensorflow-tutorials

Last synced: 31 Jul 2024

https://github.com/tqtg/hierarchical-attention-networks

TensorFlow implementation of the paper "Hierarchical Attention Networks for Document Classification"

attention-mechanism document-classification hierarchical-attention-networks sentiment-analysis tensorflow text-classification

Last synced: 31 Jul 2024

https://github.com/zurutech/ashpy

TensorFlow 2.0 library for distributed training, evaluation, model selection, and fast prototyping.

classification deep-learning gan keras-tensorflow machine-learning pix2pix tensorflow tensorflow2 training

Last synced: 02 Aug 2024

https://github.com/wmcnally/evopose2d

EvoPose2D is a two-stage human pose estimation model that was designed using neuroevolution. It achieves state-of-the-art accuracy on COCO.

deep-learning human-pose-estimation pose-estimation tensorflow tensorflow2 tpu

Last synced: 08 Aug 2024

https://github.com/imsheridan/CogDL-TensorFlow

CogDL-TensorFlow: The TensorFlow Implementation of CogDL. With Support from Professor Jie Tang.

deep-learning graph-embedding graph-neural-networks tensorflow tensorflow2

Last synced: 08 Aug 2024

https://github.com/Shun14/TextBoxes_plusplus_Tensorflow

Textboxes_plusplus implementation with Tensorflow (python)

tensorflow textboxes

Last synced: 01 Aug 2024

https://github.com/H21lab/Anomaly-Detection

Scripts to help to detect anomalies in pcap file. Anomaly Detection using tensorflow and tshark.

detect-anomalies json machine-learning monitoring neural-network pcap tensorflow tshark wireshark

Last synced: 01 Aug 2024

https://github.com/ermongroup/markov-chain-gan

Code for "Generative Adversarial Training for Markov Chains" (ICLR 2017 Workshop)

generative-adversarial-network generative-model iclr2017 markov-chain markov-chain-generator tensorflow

Last synced: 05 Aug 2024

https://github.com/h21lab/anomaly-detection

Scripts to help to detect anomalies in pcap file. Anomaly Detection using tensorflow and tshark.

detect-anomalies json machine-learning monitoring neural-network pcap tensorflow tshark wireshark

Last synced: 03 Aug 2024

https://github.com/hereismari/tensorflow-brasil

Códigos e materiais sobre TensorFlow em Português

tensorflow tensorflow-examples tensorflow-tutorials

Last synced: 01 Aug 2024

Tensorflow Awesome Lists
awesome-quantum-machine-learning 267 awesome-deep-learning-resources 141 Awesome-TensorFlow-Chinese 107 CV-pretrained-model 103 awesome-colab-notebooks 502 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 171 bert-in-production 45 Awesome-Tensorflow2 105 awesome-dotnet-machine-learning 134 awesome-Multi-Document-Summarization 56 awesome-imgcook 37 awesome-keras 46 TensorFlow-Guide 819
Tensorflow Categories
Blog posts <a name="blogs" />📃 338 Research Papers 203 Research 197 Tutorials 192 Uncategorized 186 文本数据和NLP 182 Models with samples 147 Descriptive Resources 136 数据可视化 130 机器学习框架 123 1.) Neural Architecture Search 113 图像数据与CV 105 Learning 102 Papers & Codes 101 模型的可解释性 100 Posts and Articles 96 超参数优化和AutoML 92 Papers 84 工作流程和实验跟踪 80 Sample Codes / Projects <a name="sample" /> ⛏️📐📁 78