Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

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/datarootsio/tutorial-face-mask-detection

In this project, we develop a pipeline to detect unmasked faces in images. This can, for example, be used to alert people that do not wear a mask when entering a building.

classification computer-vision deep-learning face-mask-detection face-mask-detector facemaskdetection keras opencv python-3 tensorflow tutorial vggface2

Last synced: 14 Nov 2024

https://github.com/czczup/urbanregionfunctionclassification

第五届百度西安交大大数据竞赛 城市区域功能分类 Baseline

baseline classification multimodal tensorflow

Last synced: 15 Nov 2024

https://github.com/lucaaslb/cnn-libras

Rede Neural Convolucional para reconhecimento de gestos em LIBRAS (Alfabeto) Projeto 01/2019 - Ciência da Computação (Universidade Anhembi Morumbi)

artificial-intelligence cnn cnn-classification cnn-keras convolutional-layers convolutional-neural-networks deep-learning inteligencia-artificial keras-tensorflow leaky-relu libras tensorflow

Last synced: 15 Nov 2024

https://github.com/criteo/tf-yarn

Train TensorFlow models on YARN in just a few lines of code!

hadoop tensorflow yarn

Last synced: 11 Nov 2024

https://github.com/omimo/tfdroid

A simple demo for using Tensorflow models in Android apps

andriod android-apps deep-learning demo machine-learning tensorflow

Last synced: 16 Nov 2024

https://github.com/declare-lab/cascade

This repo contains code to detect sarcasm from text in discussion forum using deep learning

deep-learning lstm reddit sarcasm-detection stylometric-features tensorflow tweets user-embeddings

Last synced: 08 Nov 2024

https://github.com/rishit-dagli/perceiver

Implementation of Perceiver, General Perception with Iterative Attention in TensorFlow

artificial-intelligence attention attention-mechanism deep-learning machine-learning neural-network python tensorflow transformer transformers

Last synced: 14 Oct 2024

https://github.com/plasmacontrol/keras2c

A simple library to deploy Keras neural networks in pure C for realtime applications

c control-systems convert-keras convert-tensorflow cpp keras keras-to-c machine-learning neural-network real-time tensorflow

Last synced: 15 Nov 2024

https://github.com/nikolasent/road-semantic-segmentation

Udacity Self-Driving Car Engineer Nanodegree. Project: Road Semantic Segmentation

carnd classification computer-vision deep-learning fcn self-driving-car semantic-segmentation tensorflow

Last synced: 22 Oct 2024

https://github.com/kartik4949/tensorpipe

High Performance Tensorflow Data Pipeline with State of Art Augmentations and low level optimizations.

computer-vision datapipeline tensorflow

Last synced: 27 Oct 2024

https://github.com/dipanjans/adversarial-learning-robustness

Contains materials for workshops pertaining to adversarial robustness in deep learning.

adversarial-attacks adversarial-learning computer-vision deep-learning python tensorflow

Last synced: 22 Oct 2024

https://github.com/ayulockin/swav-tf

TensorFlow implementation of "Unsupervised Learning of Visual Features by Contrasting Cluster Assignments".

augmentation contrastive-learning keras representation-learning self-supervised-learning tensorflow tensorflow2

Last synced: 02 Nov 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: 30 Oct 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: 07 Nov 2024

https://github.com/howl-anderson/seq2annotation

基于 TensorFlow & PaddlePaddle 的通用序列标注算法库(目前包含 BiLSTM+CRF, Stacked-BiLSTM+CRF 和 IDCNN+CRF,更多算法正在持续添加中)实现中文分词(Tokenizer / segmentation)、词性标注(Part Of Speech, POS)和命名实体识别(Named Entity Recognition, NER)等序列标注任务。

bilstm-crf bilstm-crf-model idcnn idcnn-crf named-entity-extraction named-entity-recognition part-of-speech part-of-speech-tagger sequence-annotation tensorflow tensorflow-models

Last synced: 12 Nov 2024

https://github.com/NREL/sup3r

The Super-Resolution for Renewable Resource Data (sup3r) software uses generative adversarial networks to create synthetic high-resolution wind and solar spatiotemporal data from coarse low-resolution inputs.

climate-change climate-data deep-learning generative-adversarial-network machine-learning renewable-energy solar-energy tensorflow wind-energy

Last synced: 14 Nov 2024

https://github.com/nrel/sup3r

The Super-Resolution for Renewable Resource Data (sup3r) software uses generative adversarial networks to create synthetic high-resolution wind and solar spatiotemporal data from coarse low-resolution inputs.

climate-change climate-data deep-learning generative-adversarial-network machine-learning renewable-energy solar-energy tensorflow wind-energy

Last synced: 16 Nov 2024

https://github.com/merantix/imitation-learning

Autonomous driving: Tensorflow implementation of the paper "End-to-end Driving via Conditional Imitation Learning"

autonomous-driving docker imitation-learning machine-learning paper python robocars tensorflow

Last synced: 14 Nov 2024

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

TensorFlow 2.0 implementation of MAML.

eager-execution maml meta-learning tensorflow tensorflow2

Last synced: 22 Oct 2024

https://github.com/gokumohandas/the-neural-perspective

📓 Notes from The Neural Perspective (discontinued) blog.

machine-learning tensorflow

Last synced: 22 Oct 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: 27 Oct 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: 12 Nov 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: 30 Oct 2024

https://github.com/s32x/gamedetect

:space_invader: Game Detection API using Tensorflow and Go

computer-vision docker gaming golang tensorflow

Last synced: 08 Nov 2024

https://github.com/steven-hewitt/entailment-with-tensorflow

Accompanying notebook for the Entailment with Tensorflow article.

tensorflow tensorflow-tutorials

Last synced: 12 Nov 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/doubangotelecom/ultimatecreditcard-sdk

Bank credit card deep layout analysis, fields extraction and recognition/OCR (ScanToPay) using deep learning

ai android banking credit-card deep-learning fintech ios linux ocr ocr-recognition ocr-sdk payment payment-processing python raspberry-pi recognition scan-tool sdk tensorflow windows

Last synced: 29 Oct 2024

https://github.com/yuantinghsieh/tf_tcn

Tensorflow Temporal Convolutional Network

convolutional-neural-networks sequence-to-sequence tensorflow

Last synced: 29 Oct 2024

https://github.com/rishit-dagli/greenathon-plant-ai

Identify Diseases in Plants☘️ with Machine Learning on the web using TFJS

green greentech machine-learning madewithtfjs react reactjs tensorflow tensorflow-js tensorflowjs tfjs webapp

Last synced: 02 Nov 2024

https://github.com/dneprdroid/tfsecured

Small library for TensorFlow proto model's (*.pb) encryption/decryption

aes cpp decryption encryption golang ios machine-learning tensorflow tensorflow-proto-models

Last synced: 06 Nov 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: 11 Oct 2024

https://github.com/arnaldog12/deep-learning

Study and implementation about deep learning models, architectures, applications and frameworks

deep-learning deep-learning-algorithms keras tensorboard tensorflow tflearn

Last synced: 01 Nov 2024

https://github.com/nvidia-merlin/systems

Merlin Systems provides tools for combining recommendation models with other elements of production recommender systems (like feature stores, nearest neighbor search, and exploration strategies) into end-to-end recommendation pipelines that can be served with Triton Inference Server.

deep-learning ensemble gpu machine-learning python recommendation-system recommender-system tensorflow

Last synced: 16 Nov 2024

https://github.com/Shun14/TextBoxes_plusplus_Tensorflow

Textboxes_plusplus implementation with Tensorflow (python)

tensorflow textboxes

Last synced: 03 Nov 2024

https://github.com/apachecn/learning-tf-zh

:book: [译] TensorFlow 学习指南

deep-learning python tensorflow tutorial

Last synced: 12 Nov 2024

https://github.com/jetsonhacks/installtensorflowjetsontx

Install TensorFlow on the NVIDIA Jetson TX1 or TX2 from the provided wheel files

jetson-tx1 jetson-tx2 python-2 python-3 python-wheels tensorflow

Last synced: 12 Oct 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/instillai/tensorflow-roadmap

:satellite: Organized & Useful Resources about Deep Learning with TensorFlow

deep-learning machine-learning python tensorflow tensorflow-tutorials

Last synced: 12 Nov 2024

https://github.com/lucleray/object-detection

an api to detect objects on images using server-side tensorflow-js

machine-learning object-detection tensorflow zeit-now

Last synced: 01 Nov 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: 18 Nov 2024

https://github.com/ndrplz/differentiable-renderer

Rastering algorithm to approximate the rendering of a 3D model silhouette in a fully differentiable way.

differentiable-rendering eccv-2018 python pytorch rendering rendering-engine tensorflow tensorflow-models

Last synced: 12 Nov 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: 17 Nov 2024

https://github.com/jay-johnson/deploy-to-kubernetes

Deploy a distributed AI stack to a multi-host or single-host Kubernetes cluster on CentOS 7 and also works on AWS - and comes with: cert-manager + redis-cluster + rook-ceph for persistent storage + minio s3 object store + splunk + optional external dns server + affinity examples - validated with K8 version 1.13.4 :hammer: :wrench: :cloud:

ai artificial-intelligence celery centos7 ceph cert-manager django-rest-framework dns-server docker helm jupyter keras kubernetes kubernetes-cluster kubernetes-examples lets-encrypt minio python super-stack tensorflow

Last synced: 01 Nov 2024

https://github.com/pinto0309/tensorflowlite-unet

Implementation of UNet by Tensorflow Lite. Semantic segmentation without using GPU with RaspberryPi + Python. In order to maximize the learning efficiency of the model, this learns only the "Person" class of VOC2012. And Comparison with ENet.

enet python raspberrypi segmentation semantic-segmentation tensorflow tensorflowlite unet

Last synced: 22 Oct 2024

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

Códigos e materiais sobre TensorFlow em Português

tensorflow tensorflow-examples tensorflow-tutorials

Last synced: 13 Oct 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: 06 Nov 2024

https://github.com/ksdkamesh99/tensorgram

A real-time remote service to get the tensorflow callbacks to the telegram including the details of metrics-->pip install tensorgram

keras telegram-bot tensorflow tensorgram

Last synced: 01 Nov 2024

https://github.com/cgorman/tensorflow-som

A multi-gpu implementation of the self-organizing map in TensorFlow

neural-networks self-organizing-map tensorflow unsupervised-learning

Last synced: 28 Oct 2024

https://github.com/niazangels/vae-pokedex

The companion code for How to Autoencode your Pokemon

autoencoder deep-learning tensorflow tensorflow-tutorials

Last synced: 12 Nov 2024

https://github.com/scheckmedia/keras-shufflenet

ShuffleNet Implementation using Keras Functional Framework 2.0

deep-learning keras machine-learning neural-network python2 python3 research tensorflow

Last synced: 31 Oct 2024

https://github.com/yxu0611/Tensorflow-implementation-of-LCNN

A Tensorflow implementation of "A Light CNN for Deep Face Representation with Noisy Labels"

face-recognition face-verification lightcnn tensorflow

Last synced: 02 Nov 2024

https://github.com/blanyal/alpha-zero

AlphaZero implementation for Othello, Connect-Four and Tic-Tac-Toe based on "Mastering the game of Go without human knowledge" and "Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm" by DeepMind.

alpha-zero alphago-zero alphazero connect-four connect4 deep-learning deepmind game machine-learning mcts othello reinforcement-learning resnet reversi self-play tensorflow tic-tac-toe tictactoe

Last synced: 30 Oct 2024

https://github.com/rusty1s/embedded_gcnn

Embedded Graph Convolutional Neural Networks (EGCNN) in TensorFlow

cnn gcnn graph neural-network spatial spectral tensorflow

Last synced: 22 Oct 2024

https://github.com/zainnasrullah/music-artist-classification-crnn

Supplementary material for IJCNN paper "Musical Artist Classification with Convolutoinal Recurrent Neural Networks"

artist-classification deep-learning keras mir music tensorflow

Last synced: 18 Oct 2024

https://github.com/candlewill/griffin_lim

A TensorFlow implementation of Griffin-Lim algorithm

griffin-lim tensorflow

Last synced: 17 Nov 2024

https://github.com/victordibia/skyfall

Gesture Controlled Web based Game using Tensorflow Object Detection Api

game gesture-control tensorflow tensorflow-experiments tensorflow-object-detection-api

Last synced: 12 Nov 2024

https://github.com/unilight/r-net-in-tensorflow

R-NET implementation in TensorFlow.

machine-comprehension nlp squad tensorflow

Last synced: 28 Oct 2024

https://github.com/shagunsodhani/pregel

Tensorflow implementation of Graph Convolutional Network

graph-convolutional-network tensorflow

Last synced: 05 Aug 2024

https://github.com/leondgarse/keras_efficientnet_v2

self defined efficientnetV2 according to official version. Including converted ImageNet/21K/21k-ft1k weights.

efficientnetv2 keras progressive-train tensorflow tensorflow2 tf tf2

Last synced: 05 Nov 2024

https://github.com/unilight/R-NET-in-Tensorflow

R-NET implementation in TensorFlow.

machine-comprehension nlp squad tensorflow

Last synced: 07 Aug 2024

https://github.com/ctjoy/item2vec

Implement item2vec algorithm

deep-learning item2vec tensorflow word2vec

Last synced: 05 Aug 2024

https://github.com/GV1028/videogan

Implementation of "Generating Videos with Scene Dynamics" in Tensorflow

generative-adversarial-network tensorflow video video-generation video-representation-learning

Last synced: 07 Aug 2024

https://github.com/ZainNasrullah/music-artist-classification-crnn

Supplementary material for IJCNN paper "Musical Artist Classification with Convolutoinal Recurrent Neural Networks"

artist-classification deep-learning keras mir music tensorflow

Last synced: 05 Aug 2024

https://github.com/Tixierae/graph_2D_CNN

Code and data for the paper 'Classifying Graphs as Images with Convolutional Neural Networks' (new title: 'Graph Classification with 2D Convolutional Neural Networks')

2d-cnn artificial-intelligence classification convolutional-neural-networks deep-learning embeddings graph-2d-cnn graph-kernels graph-theory keras neural-networks representation-learning tensorflow

Last synced: 28 Oct 2024

https://github.com/yashkant/model-inversion-attack

Implementation of the Model Inversion Attack introduced with Model Inversion Attacks that Exploit Confidence Information and Basic Countermeasures (Fredrikson Et al.)

model-inversion-attacks tensorflow

Last synced: 10 Nov 2024

https://github.com/rishit-dagli/ml-with-android-11

A repository demonstrating all that's new in Android 11 for ML and how you could try it out for your own use-cases

ai android android11 kotlin ml mlkit mlkit-android model-binding tensorflow tensorflow-lite

Last synced: 22 Oct 2024

https://github.com/andypotato/do-not-laugh

A simple AI game based on Vue.js and Electron

ai electron emotion-recognition face-api tensorflow vue

Last synced: 04 Nov 2024

https://github.com/pyrates-neuroscience/pyrates

Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-implemented models belong to the family of neural population models.

code-generation delayed-differential-equation differential-equations dynamical-systems fortran90 julia matlab network-simulator neural-networks numpy parameter-search python pytorch scientific-computing scientific-research simulations tensorflow

Last synced: 11 Oct 2024

https://github.com/yiling-chen/view-finding-network

A deep ranking network that learns to find good compositions in a photograph.

aesthetics dataset deep-learning evaluation tensorflow

Last synced: 05 Nov 2024

https://github.com/kashif/tf-keras-tutorial

tf.keras + tf.data with Eager Execution

deep-learning keras tensorflow tensorflow-tutorials

Last synced: 12 Nov 2024

https://github.com/pyrates-neuroscience/PyRates

Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-implemented models belong to the family of neural population models.

code-generation delayed-differential-equation differential-equations dynamical-systems fortran90 julia matlab network-simulator neural-networks numpy parameter-search python pytorch scientific-computing scientific-research simulations tensorflow

Last synced: 12 Nov 2024

https://github.com/jakkra/gesture-detecting-macro-keyboard

Glorified Bluetooth macro keyboard with machine learning (TensorFlow Lite for Microcontrollers) running on an ESP32.

3d-printing ahk-script autohotkey ble bluetooth bluetooth-hid esp-idf esp32 macro-keyboard microcontroller tensorflow tensorflow-micro trill

Last synced: 09 Nov 2024

https://github.com/xiaoyiT/Course-Project---Speech-Driven-Facial-Animation

ECE 535 - Course Project, Deep Learning Framework

cnn deep-learning gan rnn tensorflow

Last synced: 15 Nov 2024

https://github.com/shekkizh/Colorization.tensorflow

Image colorization using CNNs in tensorflow

convolutional-networks image-colorization tensorflow

Last synced: 14 Nov 2024