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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/alex-lechner/traffic-light-classification

A detailed tutorial on how to build a traffic light classifier with TensorFlow for the capstone project of Udacity's Self-Driving Car Engineer Nanodegree Program.

convolutional-neural-networks deep-learning deep-neural-networks tensorflow tensorflow-models tensorflow-tutorials traffic-light-classification traffic-light-detection traffic-lights

Last synced: 12 Nov 2024

https://github.com/ise-uiuc/nnsmith

Automatic DNN generation for fuzzing and more

compiler deep-learning fuzzing machine-learning pytorch tensorflow

Last synced: 11 Oct 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: 13 Oct 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: 27 Oct 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: 27 Oct 2024

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

TensorFlow (TensorLayer) Implementation of Image Captioning

deep-learning image-captioning tensorflow tensorlayer

Last synced: 07 Nov 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: 10 Nov 2024

https://github.com/google-research/recsim_ng

RecSim NG: Toward Principled Uncertainty Modeling for Recommender Ecosystems

artificial-intelligence google probabilistic-programming recommender-system reinforcement-learning simulation tensorflow

Last synced: 10 Nov 2024

https://github.com/deep-diver/mlops-hf-tf-vision-models

MLOps for Vision Models (TensorFlow) from 🤗 Transformers with TensorFlow Extended (TFX)

computer-vision huggingface-transformers mlops tensorflow tensorflow-extended

Last synced: 01 Nov 2024

https://github.com/fendouai/chatgirl

ChatGirl is an AI ChatBot based on TensorFlow Seq2Seq Model. ChatGirl 一个基于 TensorFlow Seq2Seq 模型的聊天机器人。（包含预处理过的 twitter 英文数据集，训练，运行，工具代码，来波 Star 。）QQ群：167122861

chatbot dataset tensorflow tensorflow-examples tensorflow-seq2seq-model tensorflow-tutorials twitter

Last synced: 12 Nov 2024

https://github.com/zsdonghao/image-captioning

TensorFlow (TensorLayer) Implementation of Image Captioning

deep-learning image-captioning tensorflow tensorlayer

Last synced: 01 Nov 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: 28 Sep 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/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: 12 Nov 2024

https://github.com/leggedrobotics/tensorflow-cpp

Pre-built TensorFlow for C/C++ and CMake.

deep-learning tensorflow

Last synced: 12 Nov 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: 01 Nov 2024

https://github.com/shekit/machine-learning-demystified

A weekly workshop series at ITP to teach machine learning with a focus on deep learning

deep-learning deep-neural-networks machine-learning python tensorflow

Last synced: 09 Nov 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: 13 Nov 2024

https://github.com/zhaoyingjun/tensorflow-coding

这是我在小象学院课程《深度学习之TensorFlow高级编程》的课程代码

python tensorflow tensorflow-tutorials

Last synced: 12 Nov 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: 12 Nov 2024

https://github.com/spotify/realbook

Easier audio-based machine learning with TensorFlow.

audio cqt librosa machine-learning mel-spectrogram spectrograms stft tensorflow

Last synced: 07 Nov 2024

https://github.com/zht007/tensorflow-practice

Tutorials of Tensorflow for beginners with popular data sets and projects. Let's have fun to learn Machine Learning with Tensorflow.

machine-learning tensorflow tensorflow-examples tensorflow-tutorials tutorial

Last synced: 12 Nov 2024

https://github.com/yunyang1994/sphereface

🍑 TensorFlow Code for CVPR 2017 paper "SphereFace: Deep Hypersphere Embedding for Face Recognition"

angular-softamx-loss cvpr-2017 deep-learning face-recognition loss-functions tensorflow

Last synced: 09 Nov 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: 06 Nov 2024

https://github.com/sun1638650145/libraries-and-extensions-for-tensorflow-for-apple-silicon

This Repo will provide TensorFlow libraries and extended build tutorials that require compilation to build, as well as pre-compiled wheel files.

apple-sillicon pypi-package tensorflow tensorflow-macos wheel

Last synced: 06 Nov 2024

https://github.com/bioinfomaticsCSU/deepsignal

Detecting methylation using signal-level features from Nanopore sequencing reads

bioinformatics epigenetics methylation nanopore-sequencing tensorflow

Last synced: 13 Nov 2024

https://github.com/lzhbrian/metrics

IS, FID score Pytorch and TF implementation, TF implementation is a wrapper of the official ones.

api commandline fid frechet-distance frechet-inception-distance gan inception inception-score is metrics pytorch tensorflow

Last synced: 07 Nov 2024

https://github.com/visipedia/tfrecords

Functions for creating tfrecords for TensorFlow models.

bounding-boxes protocol-buffers tensorflow tfrecords tfrecords-files

Last synced: 02 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/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/yingkaisha/keras-vision-transformer

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

keras swinunet tensorflow transformer vision-transformer

Last synced: 07 Nov 2024

https://github.com/RobotEdh/Yolov-4

Yolo v4 using TensorFlow 2.x

deep-neural-networks tensorflow tensorflow2 yolo yolov4

Last synced: 27 Oct 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: 09 Nov 2024

https://github.com/dilmerv/unitymlessentials

Various examples of ml-agents while teaching concepts about it in YouTube

csharp machine-learning ml-agents tensorflow unity

Last synced: 27 Oct 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/deep-diver/en-fr-mlt-tensorflow

English-French Machine Language Translation in Tensorflow

deep-learning english-to-french machine-translation nlp tensorflow

Last synced: 01 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: 02 Nov 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 Nov 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: 05 Nov 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: 04 Nov 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: 06 Nov 2024

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

The GO language SDK and API for WasmEdge

go golang tensorflow wasmedge webassembly

Last synced: 31 Oct 2024

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

implementation of insightface by using Tensorflow

arcface insightface retinaface tensorflow

Last synced: 13 Nov 2024

https://github.com/amicks/speculator

API for predicting the next Bitcoin and Ethereum with machine learning and technical analysis

algorithm finance machine-learning market python python3-6 scikit-learn technical-analysis tensorflow

Last synced: 01 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: 04 Aug 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: 10 Nov 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: 13 Nov 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: 12 Nov 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 Oct 2024

https://github.com/takuseno/ppo

Proximal Policy Optimization implementation with TensorFlow

reinforcement-learning tensorflow

Last synced: 22 Oct 2024

https://github.com/yjmade/ios_camera_object_detection

Realtime mobile visualize based Object Detection based on TensorFlow and YOLO model

ios object-detection tensorflow yolo

Last synced: 05 Nov 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/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/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/metal3d/keras-video-generators

Keras generators to generate sequences from videos as input

keras keras-generators machine-learning machinelearning python3 tensorflow

Last synced: 31 Oct 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/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/danmorales/cursods_profdanilo

Códigos Python com diferentes aplicações como técnicas de machine learning e deep learning, fundamentos de estatística, problemas de regressão de classificação. Os vídeos com as explicações teóricas estão disponíveis no meu canal do YouTube

aprendizado-de-maquina ciencia-de-dados data-science deep-learning keras-classification-models keras-layer keras-models keras-neural-networks machine-learning machine-learning-algorithms numpy pandas-dataframe pandas-python scikit-learn scikitlearn-machine-learning scipy tensorflow tensorflow-tutorials

Last synced: 12 Nov 2024

https://github.com/jiahuiyu/neuralgym

Deep Learning Toolkit

deep-learning tensorflow

Last synced: 09 Nov 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/anjum48/rl-examples

Examples of published reinforcement learning algorithms in recent literature implemented in TensorFlow

artificial-intelligence openai-gym python reinforcement-learning tensorflow

Last synced: 14 Oct 2024

https://github.com/juliuskunze/speechless

Speech-to-text based on wav2letter built for transfer learning

keras python3 speech-recognition tensorflow

Last synced: 27 Oct 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/yu-iskw/tensorflow-serving-example

Examples to server tensorflow models with tensorflow serving

machine-learning tensorflow tensorflow-estimators tensorflow-examples tensorflow-serving

Last synced: 26 Sep 2024

https://github.com/gentaiscool/lstm-attention

Attention-based bidirectional LSTM for Classification Task (ICASSP)

attention attention-mechanism classification emotion-recognition keras lstm stress-detection tensorflow

Last synced: 08 Nov 2024

https://github.com/yeyupiaoling/audioclassification-tensorflow

基于Tensorflow实现声音分类，博客地址：

audioclassification tensorflow urbansound8k

Last synced: 02 Nov 2024

https://github.com/zhenhuaw-me/tflite

Parse TFLite models (*.tflite) EASILY with Python. Check the API at https://zhenhuaw.me/tflite/docs/

pip tensorflow tflite

Last synced: 14 Nov 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: 06 Nov 2024

https://github.com/windqaq/tf-recsys

tf-recsys contains collaborative filtering (CF) model based on famous SVD and SVD++ algorithm. Both of them are implemented by tensorflow in order to utilize GPU acceleration.

collaborative-filtering movielens-dataset recommender-system svd svdplusplus tensorflow

Last synced: 11 Oct 2024

https://github.com/chunml/nlp

This is where I put all my work in Natural Language Processing

natural-language-processing nlp python tensorflow tensorflow-experiments tensorflow-tutorials

Last synced: 12 Nov 2024

https://github.com/raviqqe/tensorflow-font2char2word2sent2doc

TensorFlow implementation of Hierarchical Attention Networks for Document Classification and some extension

deep-learning document-classification font ideogram logogram natural-language-processing python tensorflow

Last synced: 01 Nov 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 awesome-tensorlayer 51 graph-networks 246 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" />📃 401 Tutorials 206 Research Papers 202 Research 198 Uncategorized 185 文本数据和NLP 182 Models with samples 156 Descriptive Resources 136 数据可视化 131 机器学习框架 124 1.) Neural Architecture Search 122 图像数据与CV 106 Learning 101 模型的可解释性 100 Papers & Codes 100 Posts and Articles 96 超参数优化和AutoML 93 Papers 84 工作流程和实验跟踪 80 Sample Codes / Projects <a name="sample" /> ⛏️📐📁 78