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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/baldassarrefe/deep-koalarization

Keras/Tensorflow implementation of our paper Grayscale Image Colorization using deep CNN and Inception-ResNet-v2 (https://arxiv.org/abs/1712.03400)

colorization convolutional-neural-networks deep-learning inception-resnet keras tensorflow

Last synced: 13 Jan 2025

https://github.com/mjdietzx/SimGAN

Implementation of Apple's Learning from Simulated and Unsupervised Images through Adversarial Training

deep-learning gan generative-adversarial-network keras machine-learning neural-networks simulated-unsupervised-learning simulations tensorflow

Last synced: 27 Nov 2024

https://github.com/una-dinosauria/human-motion-prediction

Simple baselines and RNNs for predicting human motion in tensorflow. Presented at CVPR 17.

computer-vision cvpr-2017 tensorflow

Last synced: 06 Jan 2025

https://github.com/DeutscheKI/tevr-asr-tool

State-of-the-art (ranked #1 Aug 2022) German Speech Recognition in 284 lines of C++. This is a 100% private 100% offline 100% free CLI tool.

asr c-plus-plus command-line-tool debian debian-package deep-learning german-speech-recognition kenlm language-model machine-learning no-cloud offline pretrained-models private speech speech-recognition speech-to-text tensorflow tensorflow-lite wave

Last synced: 07 Nov 2024

https://github.com/yongyehuang/zhihu-text-classification

[2017知乎看山杯 多标签 文本分类] ye组(第六名) 解题方案

han lstm multi-label tensorflow text-classification textcnn

Last synced: 06 Jan 2025

https://github.com/wuba/dl_inference

通用深度学习推理工具，可在生产环境中快速上线由TensorFlow、PyTorch、Caffe框架训练出的深度学习模型。

ai caffe deep-learing inference machine-learning pytorch tensorflow

Last synced: 16 Nov 2024

https://github.com/rcmalli/keras-squeezenet

SqueezeNet implementation with Keras Framework

deeplearning keras squeezenet tensorflow

Last synced: 08 Jan 2025

https://github.com/jzilly/RecurrentHighwayNetworks

Recurrent Highway Networks - Implementations for Tensorflow, Torch7, Theano and Brainstorm

penn-treebank recurrent-highway-networks tensorflow torch

Last synced: 27 Nov 2024

https://github.com/gacwr/openuba

A robust, and flexible open source User & Entity Behavior Analytics (UEBA) framework used for Security Analytics. Developed with luv by Data Scientists & Security Analysts from the Cyber Security Industry. [PRE-ALPHA]

analytics anomaly-detection cybersecurity datascience elasticsearch elk flask information-security machine-learning nodejs react security siem sklearn spark tensorflow threathunting uba ueba user-behaviour

Last synced: 10 Jan 2025

https://github.com/awjuliani/meta-rl

Implementation of Meta-RL A3C algorithm

reinforcement-learning tensorflow

Last synced: 07 Jan 2025

https://github.com/awjuliani/Meta-RL

Implementation of Meta-RL A3C algorithm

reinforcement-learning tensorflow

Last synced: 27 Nov 2024

https://github.com/ocampor/image-quality

Image quality is an open source software library for Image Quality Assessment (IQA).

artificial-intelligence computer-vision image-analysis image-quality-assessment machine-learning python tensorflow

Last synced: 14 Nov 2024

https://github.com/hvass-labs/tensorflow-tutorials-chinese

TensorFlow 中文教程 (Chinese Tutorials)

deep-learning machine-learning tensorflow tutorial

Last synced: 06 Jan 2025

https://github.com/skylark0924/machine-learning-is-all-you-need

🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!

actor-critic convolutional-neural-networks ddpg decision-trees deep-reinforcement-learning dqn gan k-nearest-neighbours keras logistic-regression lstm naive-bayes-classifier ppo pytorch qlearning random-forest resnet support-vector-machine tensorflow trpo

Last synced: 12 Jan 2025

https://github.com/bourdakos1/capsnet-visualization

🎆 A visualization of the CapsNet layers to better understand how it works

ai capsnet capsule-network hinton machine-learning python tensorflow tutorial visualization

Last synced: 06 Jan 2025

https://github.com/cookeem/tensorflow_learning_notes

tensorflow学习笔记，来源于电子书：《Tensorflow实战Google深度学习框架》

deep-learning tensorflow tensorflow-tutorials

Last synced: 07 Jan 2025

https://github.com/xuanjihe/speech-emotion-recognition

speech emotion recognition using a convolutional recurrent networks based on IEMOCAP

iemocap-database python speech-emotion-recognition tensorflow

Last synced: 27 Nov 2024

https://github.com/SymbioticLab/FedScale

FedScale is a scalable and extensible open-source federated learning (FL) platform.

benchmark dataset deep-learning deployment distributed federated-learning icml machine-learning mlsys osdi pytorch tensorflow

Last synced: 12 Nov 2024

https://github.com/huggingface/tflite-android-transformers

DistilBERT / GPT-2 for on-device inference thanks to TensorFlow Lite with Android demo apps

android nlp tensorflow tensorflow-lite transformers

Last synced: 08 Nov 2024

https://github.com/vlomme/Multi-Tacotron-Voice-Cloning

Phoneme multilingual(Russian-English) voice cloning based on

deep-learning g2p pytorch russian tacotron tensorflow tts voice-cloning wavernn

Last synced: 27 Nov 2024

https://github.com/operatorai/modelstore

🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud storage provider.

data-science keras machine-learning mlops modelstore python-library pytorch s3-storage scikit-learn tensorflow transformer

Last synced: 12 Jan 2025

https://github.com/onnx/keras-onnx

Convert tf.keras/Keras models to ONNX

keras onnx subclassing tensorflow

Last synced: 30 Sep 2024

https://github.com/tensorflow/cloud

The TensorFlow Cloud repository provides APIs that will allow to easily go from debugging and training your Keras and TensorFlow code in a local environment to distributed training in the cloud.

cloud gcp keras tensorflow

Last synced: 11 Jan 2025

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: 07 Jan 2025

https://github.com/crazydonkey200/neural-symbolic-machines

Neural Symbolic Machines is a framework to integrate neural networks and symbolic representations using reinforcement learning, with applications in program synthesis and semantic parsing.

deep-learning deep-reinforcement-learning program-synthesis reinforcement-learning rnn semantic-parsing tensorflow

Last synced: 20 Nov 2024

https://github.com/morvanzhou/train-robot-arm-from-scratch

Build environment and train a robot arm from scratch (Reinforcement Learning)

ddpg machine-learning python reinforcement-learning reinforcement-learning-excercises robot-arm tensorflow tutorial

Last synced: 06 Jan 2025

https://github.com/rish-16/gpt2client

✍🏻 gpt2-client: Easy-to-use TensorFlow Wrapper for GPT-2 117M, 345M, 774M, and 1.5B Transformer Models 🤖 📝

gpt-2 machine-learning openai tensorflow text-generation transformer

Last synced: 26 Oct 2024

https://github.com/seasonsh/docface

Face recognition system for ID photos

biometrics face-recognition face-verification multi-gpu tensorflow

Last synced: 07 Jan 2025

https://github.com/mariusbrataas/flowpoints_ml

An intuitive approach to creating deep learning models

deep-learning flowchart js machine-learning python pytorch react tensorflow

Last synced: 15 Nov 2024

https://github.com/dhlab-epfl/dhSegment

Generic framework for historical document processing

document-processing historical-data python3 segmentation tensorflow

Last synced: 26 Oct 2024

https://github.com/sjchoi86/advanced-tensorflow

Little More Advanced TensorFlow Implementations

char-rnn gan rnn-tensorflow tensorflow tensorflow-implementations

Last synced: 07 Jan 2025

https://github.com/neuromorphicprocessorproject/snn_toolbox

Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.

brian brian2 caffe deep-learning deep-neural-networks keras lasagne loihi nest pynn pytorch spiking-neural-networks spinnaker tensorflow

Last synced: 08 Jan 2025

https://github.com/pkmital/pycadl

Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"

autoregressive celeba conditional course cyclegan dcgan deep-learning gan glove magenta mooc neural-network nsynth pixelcnn tensorflow tutorial vae vae-gan wavenet word2vec

Last synced: 10 Jan 2025

https://github.com/watsonyanghx/CNN_LSTM_CTC_Tensorflow

CNN+LSTM+CTC based OCR implemented using tensorflow.

cnn ctc lstm ocr tensorflow

Last synced: 03 Nov 2024

https://github.com/NeuromorphicProcessorProject/snn_toolbox

Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.

brian brian2 caffe deep-learning deep-neural-networks keras lasagne loihi nest pynn pytorch spiking-neural-networks spinnaker tensorflow

Last synced: 09 Nov 2024

https://github.com/reneweb/react-native-tensorflow

A TensorFlow inference library for react native

android mobile react-native tensorflow

Last synced: 09 Jan 2025

https://github.com/Charleswyt/tf_audio_steganalysis

Audio steganalysis with tensorflow.

audio cnn deep-learning mp3 steganalysis tensorflow

Last synced: 07 Dec 2024

https://github.com/googlecloudplatform/mlops-with-vertex-ai

An end-to-end example of MLOps on Google Cloud using TensorFlow, TFX, and Vertex AI

gcp google-cloud-platform mlops tensorflow tfx vertex-ai

Last synced: 12 Jan 2025

https://github.com/quantylab/rltrader

파이썬과 케라스를 이용한 딥러닝/강화학습 주식투자 - 퀀트 투자, 알고리즘 트레이딩을 위한 최첨단 해법 입문 (개정판)

deep-learning keras python pytorch reinforcement-learning tensorflow

Last synced: 10 Jan 2025

https://github.com/ymcui/pert

PERT: Pre-training BERT with Permuted Language Model

bert nlp plm pre-trained-model pytorch tensorflow transformers

Last synced: 07 Jan 2025

https://github.com/ymcui/PERT

PERT: Pre-training BERT with Permuted Language Model

bert nlp plm pre-trained-model pytorch tensorflow transformers

Last synced: 16 Nov 2024

https://github.com/hnarayanan/artistic-style-transfer

Convolutional neural networks for artistic style transfer.

convolutional-neural-networks keras talk tensorflow tutorial-code

Last synced: 08 Jan 2025

https://github.com/justinshenk/fer

Facial Expression Recognition with a deep neural network as a PyPI package

emotion-detection emotion-recognition facial-expression-recognition fer2013 python tensorflow

Last synced: 12 Jan 2025

https://github.com/rwth-i6/returnn

The RWTH extensible training framework for universal recurrent neural networks

deep-learning gpu recurrent-neural-networks tensorflow theano

Last synced: 09 Jan 2025

https://github.com/iwatake2222/self-driving-ish_computer_vision_system

This project generates images you've probably seen in autonomous driving demo. Object Detection, Lane Detection, Road Segmentation, Depth Estimation using TensorRT

autonomous-driving cpp deep-learning tensorflow tensorrt

Last synced: 28 Oct 2024

https://github.com/huseinzol05/Gather-Deployment

Gathers Python deployment, infrastructure and practices.

airflow docker docker-compose kafka pyflink pyspark python tensorflow

Last synced: 06 Nov 2024

https://github.com/colineberhardt/wasm-sudoku-solver

a WebAssembly-powered AR sudoku solver

opencv sudoku-solver tensorflow webassembl

Last synced: 10 Jan 2025

https://github.com/dongjunlee/transformer-tensorflow

TensorFlow implementation of 'Attention Is All You Need (2017. 6)'

attention deep-learning experiments hb-experiment nlp tensorflow transformer translation

Last synced: 07 Jan 2025

https://github.com/iwatake2222/play_with_tflite

Sample projects for TensorFlow Lite in C++ with delegates such as GPU, EdgeTPU, XNNPACK, NNAPI

cpp deep-learning edgetpu opencv tensorflow tensorflow-lite

Last synced: 27 Oct 2024

https://github.com/DongjunLee/transformer-tensorflow

TensorFlow implementation of 'Attention Is All You Need (2017. 6)'

attention deep-learning experiments hb-experiment nlp tensorflow transformer translation

Last synced: 07 Nov 2024

https://github.com/mkocabas/pose-residual-network

Code for the Pose Residual Network introduced in 'MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network (ECCV 2018)' paper

deep-learning deep-neural-networks eccv eccv-2018 keras pose-estimation python tensorflow

Last synced: 07 Jan 2025

https://github.com/1202kbs/Understanding-NN

Tensorflow tutorial for various Deep Neural Network visualization techniques

computer-vision deep-taylor-decomposition interpretable-deep-learning lrp sensitivity-analysis tensorflow tutorial

Last synced: 12 Nov 2024

https://github.com/tensorflow/fairness-indicators

Tensorflow's Fairness Evaluation and Visualization Toolkit

fairness-indicators fairness-ml tensorflow

Last synced: 10 Jan 2025

https://github.com/nyandwi/modernconvnets

Revisions and implementations of modern Convolutional Neural Networks architectures in TensorFlow and Keras

cnns computer-vision convnets convolutional-neural-networks deep-learning-algorithms image-classification keras neural-networks tensorflow

Last synced: 07 Jan 2025

https://github.com/seasonsh/probabilistic-face-embeddings

(ICCV 2019) Uncertainty-aware Face Representation and Recognition

deep-learning deep-neural-networks face-recognition tensorflow uncertainty

Last synced: 08 Jan 2025

https://github.com/Nyandwi/ModernConvNets

Revisions and implementations of modern Convolutional Neural Networks architectures in TensorFlow and Keras

cnns computer-vision convnets convolutional-neural-networks deep-learning-algorithms image-classification keras neural-networks tensorflow

Last synced: 13 Nov 2024

https://github.com/domluna/memn2n

End-To-End Memory Network using Tensorflow

memory-networks nlp tensorflow

Last synced: 10 Jan 2025

https://github.com/sony/model_optimization

Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. This project provides researchers, developers, and engineers advanced quantization and compression tools for deploying state-of-the-art neural networks.

deep-learning deep-neural-networks edge-ai machine-learning network-compression network-quantization neural-network optimizer ptq pytorch qat quantization tensorflow

Last synced: 10 Jan 2025

https://github.com/ColinEberhardt/wasm-sudoku-solver

a WebAssembly-powered AR sudoku solver

opencv sudoku-solver tensorflow webassembl

Last synced: 06 Nov 2024

https://github.com/alibaba-edu/simple-effective-text-matching

Source code of the ACL2019 paper "Simple and Effective Text Matching with Richer Alignment Features".

deep-learning nlp quora-question-pairs snli tensorflow

Last synced: 06 Nov 2024

https://github.com/adalca/neurite

Neural networks toolbox focused on medical image analysis

brain convolutional-neural-networks keras medical-image-computing medical-imaging python tensorflow

Last synced: 14 Nov 2024

https://github.com/theAIGuysCode/yolov3_deepsort

Object tracking implemented with YOLOv3, Deep Sort and Tensorflow.

deep-sort object-tracker tensorflow yolov3

Last synced: 09 Nov 2024

https://github.com/henghuiding/vision-language-transformer

[ICCV2021 & TPAMI2023] Vision-Language Transformer and Query Generation for Referring Segmentation

iccv2021 keras referring-segmentation tensorflow tpami transformer vision-language vision-language-transformer

Last synced: 05 Jan 2025

https://github.com/bethgelab/model-vs-human

Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)

benchmark pytorch robustness tensorflow toolbox

Last synced: 15 Nov 2024

https://github.com/yashk2810/image-captioning

Image Captioning using InceptionV3 and beam search

beam-search cnn image-captioning keras lstm tensorflow

Last synced: 07 Jan 2025

https://github.com/arunmichaeldsouza/tensorflow-image-detection

A generic image detection program that uses Google's Machine Learning library, Tensorflow and a pre-trained Deep Learning Convolutional Neural Network model called Inception.

convolutional-neural-networks deep-learning deep-neural-networks image-detection machine-learning tensorflow

Last synced: 08 Jan 2025

https://github.com/hereismari/mnist-android-tensorflow

Handwritten digits classification from MNIST with TensorFlow on Android; Featuring Tutorial!

android mnist mnist-classification tensorflow tensorflow-tutorials tutorial x86

Last synced: 08 Jan 2025

https://github.com/szymonmaszke/torchdatasets

PyTorch dataset extended with map, cache etc. (tensorflow.data like)

cache concatenate dataset disk filter library map pytorch tensorflow tf-data torch

Last synced: 08 Jan 2025

Tensorflow Awesome Lists
awesome-quantum-machine-learning 267 awesome-deep-learning-resources 141 awesome-colab-notebooks 554 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" />📃 472 文本数据和NLP 263 Tutorials 206 Research 198 Research Papers 198 Uncategorized 185 数据可视化 180 机器学习框架 173 Models with samples 166 图像数据与CV 146 Descriptive Resources 136 超参数优化和AutoML 136 1.) Neural Architecture Search 133 工作流程和实验跟踪 114 模型的可解释性 106 Papers & Codes 100 Learning 99 Posts and Articles 96 数据管道和流处理 91 Papers 86