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131 search results found

Serving ⭐ 6,045

A flexible, high-performance serving system for machine learning models

Deep Learning In Production ⭐ 4,138

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

A library for transfer learning by reusing parts of TensorFlow models.

Tf Coreml ⭐ 1,240

TensorFlow to CoreML Converter

Benchmarks ⭐ 1,108

A benchmark framework for Tensorflow

Tensorflow_models_learning ⭐ 613

tensorflow GoogleNet inception V1 V2 V3 V4

Transformer Tensorflow ⭐ 318

Implementation of Transformer Model in Tensorflow

Tensorflow Open_nsfw ⭐ 312

Tensorflow Implementation of Yahoo's Open NSFW Model

Bmw Tensorflow Inference Api Gpu ⭐ 310

This is a repository for an object detection inference API using the Tensorflow framework.

Compute Features ⭐ 286

Computes features for images using various pretrained Tensorflow models

Max Object Detector ⭐ 285

Localize and identify multiple objects in a single image.

Sum Product Flow: An Easy and Extensible Library for Sum-Product Networks

Pytorch_diffusion ⭐ 271

PyTorch reimplementation of Diffusion Models

Nn Meter ⭐ 265

A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.

Kubeflow Labs ⭐ 257

👩‍🔬 Train and Serve TensorFlow Models at Scale with Kubernetes and Kubeflow on Azure

Volksdep ⭐ 214

volksdep is an open-source toolbox for deploying and accelerating PyTorch, ONNX and TensorFlow models with TensorRT.

Text Cnn Tensorflow ⭐ 211

Convolutional Neural Networks for Sentence Classification(TextCNN) implements by TensorFlow

Tflite2tensorflow ⭐ 186

Generate saved_model, tfjs, tf-trt, EdgeTPU, CoreML, quantized tflite, ONNX, OpenVINO, Myriad Inference Engine blob and .pb from .tflite. Support for building environments with Docker. It is possible to directly access the host PC GUI and the camera to verify the operation. NVIDIA GPU (dGPU) support. Intel iHD GPU (iGPU) support. Supports inverse quantization of INT8 quantization model.

Multiple Relations Extraction Only Look Once ⭐ 181

Multiple-Relations-Extraction-Only-Look-Once. Just look at the sentence once and extract the multiple pairs of entities and their corresponding relations. 端到端联合多关系抽取模型，可用于 http://lic2019.ccf.org.cn/kg 信息抽取。

Fast Weights ⭐ 170

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

Distributed Keras Engine, Make Keras faster with only one line of code.

Deep News Summarization ⭐ 152

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

Open_vision_capsules ⭐ 122

A set of libraries for encapsulating smart vision algorithms

Eeg Motor Imagery Classification Cnns Tensorflow ⭐ 118

EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow

Automatic Speech Recognition ⭐ 116

🎧 Automatic Speech Recognition: DeepSpeech & Seq2Seq (TensorFlow)

Rnn_basketball ⭐ 116

LSTM + MDN for basketball trajectories

Tensorflow Anpr ⭐ 113

Automatic Number (License) Plate Recognition using Tensorflow Object Detection API

Kemono_puyo ⭐ 94

🐱 Take kemono pictures and lines up 3, then tanoshii

Tensorflow Object Detection Tutorial ⭐ 93

The purpose of this tutorial is to learn how to install and prepare TensorFlow framework to train your own convolutional neural network object detection classifier for multiple objects, starting from scratch

Tensorflow Serving Example ⭐ 86

Examples to server tensorflow models with tensorflow serving

Sound Classification On Raspberry Pi With Tensorflow ⭐ 81

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

Tf Object Detection ⭐ 80

Simpler app for tensorflow object detection API

Differentiable Renderer ⭐ 78

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

Seq2annotation ⭐ 73

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。

Mrcnn_serving_ready ⭐ 72

🛠 Converting Mask R-CNN Keras model to Tensorflow model and Serving model

G Tensorflow Models ⭐ 71

tensorflow/models with GIoU

Sklearn Audio Transfer Learning ⭐ 67

A didactic toolkit to rapidly prototype audio classifiers with pre-trained Tensorflow models and Scikit-learn

TFStage: TensorFlow Project Scaffolding

Gans 2.0 ⭐ 60

Generative Adversarial Networks in TensorFlow 2.0

Entity Network ⭐ 58

Tensorflow implementation of "Tracking the World State with Recurrent Entity Networks" [https://arxiv.org/abs/1612.03969] by Henaff, Weston, Szlam, Bordes, and LeCun.

Tensorflow Multiclass Image Classification Using Cnn S ⭐ 56

Balanced Multiclass Image Classification with TensorFlow on Python.

Tensorpeers ⭐ 55

p2p peer-to-peer training of tensorflow models

Tf Model Deploy Tutorial ⭐ 53

A tutorial exploring multiple approaches to deploy a trained TensorFlow (or Keras) model or multiple models for prediction.

TensorFlow as a Service, a general purpose framework to serve TF models.

Train_ssd_mobilenet ⭐ 52

Train ssd_mobilenet of the Tensorflow Object Detection API with your own data.

Ai Platform ⭐ 51

An open-source platform for automating tasks using machine learning models

Tensorflow Kubernetes Art Classification ⭐ 50

Train a TensorFlow model on Kubernetes to recognize art culture based on the collection from the Metropolitan Museum of Art

The deepr module provide abstractions (layers, readers, prepro, metrics, config) to help build tensorflow models on top of tf estimators

Anchor Boxes With Kmeans ⭐ 48

How to initialize Anchors in Faster RCNN for custom dataset?

Detection_util_scripts ⭐ 46

TF and YOLO utility scripts

Real-time estimation of gender and age

Dodo_detector_ros ⭐ 44

Object detection from images/point cloud using ROS

An Image classifier to identify whether the given image is Batman or Superman using a CNN with high accuracy. (From getting images from google to saving our trained model for reuse.)

Relation Network ⭐ 43

Tensorflow Implementation of Relation Networks for the bAbI QA Task, detailed in "A Simple Neural Network Module for Relational Reasoning," [https://arxiv.org/abs/1706.01427] by Santoro et. al.

Age Gender_estimation_tf Android ⭐ 41

Age + Gender Estimation on Android with TensorFlow Lite

Math_object_detection ⭐ 38

An image recognition/object detection model that detects handwritten digits and simple math operators. The output of the predicted objects (numbers & math operators) is then evaluated and solved.

Skin Segmentation Tensorflow ⭐ 35

A modified SegNet Convolutional Neural Net for segmenting human skin from images

Face Detection Tflite ⭐ 35

Face and iris detection for Python based on MediaPipe

Machine Learning ⭐ 35

🌎 I created this repository for educational purposes. It will host a number of projects as part of the process .

Serve TF models simple and easy as an HTTP API

Inception Resnet Flask Demo ⭐ 31

Simple (and unsafe) TensorFlow Inception-ResnetV2 Demo with Flask

Shuttlenet ⭐ 31

The code for shuttleNet.

Medicalreportgeneration ⭐ 27

A Base Tensorflow Project for Medical Report Generation

Parsey Mcparseface Server ⭐ 27

[Archive] A simple Python Flask app to run Parsey McParseface.

Tensorflow Wide Deep Local Prediction ⭐ 26

This project demonstrates how to run and save predictions locally using exported tensorflow estimator model

Resnet Rs Keras ⭐ 25

ResNet-RS models rewritten in Tensorflow / Keras functional API.

Stock Prediction ⭐ 24

Machine learning pipeline for training TensorFlow models to forecast stock prices. Written in Python.

Tensorflow Retrain Sample ⭐ 23

A sample for tensorflow retraining

Neural Turing Machine ⭐ 22

TensorFlow implementation of a Neural Turing Machine

Deeplab Training ⭐ 21

Training your own Deeplab Model in Tensorflow

Vid2depth ⭐ 21

This is the separated vid2depth from tensorflow/models, some lines are commented or changed for successfully inference.

Gan Project 2018 ⭐ 20

GAN in Tensorflow to be run via Linux command line

Chatbot_seq2seq_extend ⭐ 20

Chatbot using Tensorflow (Model is seq2seq) Extend V2.0 ko

Finegrainedvisualrecognition ⭐ 19

Fine grained visual recognition tensorflow baseline on CUB, Stanford Cars, Dogs, Aircrafts, and Flower102.

Statically and dynamically inspect tool for TensorFlow models

Cnn For Chinese Calligraphy Styles Classification ⭐ 19

A convolution neural network with SE block and haar wavelet block for Chinese calligraphy styles classification by TensorFlow.(Paper: A novel CNN structure for fine-grained classification of Chinesecalligraphy styles)

Trained Models ⭐ 19

Trained TensorFlow models for 3D image processing

Serve your models

Max Text Summarizer ⭐ 18

Generate a summarized description of a body of text

Transformer En Zh ⭐ 18

translate from English to Chinese user transformer model

Facial Expression Recognition ⭐ 17

Facial-Expression-Recognition using tensorflow

Kyc Train Model ⭐ 16

Train TensorFlow model for KYC

A 1D toy example of optimizing a generative model using the WGAN-GP model.

Using Transfer Learning to build an logo Object Detection model for Tensorflow and Tensorflow Lite #ShadowML

Tensorflow Binary Image Classification Using Cnn S ⭐ 14

Binary Image Classification in TensorFlow

Automatic Structured Pruning ⭐ 13

We have implemented a framework that supports developers to structured prune neural networks of Tensorflow Models

Deep nonparametric estimation of discrete conditional distributions via smoothed dyadic partitioning

Cloudml Edge Automation ⭐ 13

Automated building and packaging of Tensorflow models in the cloud, and running them on devices

Kdcode Lm ⭐ 13

Code for Learning K-way D-dimensional Discrete Codes For Compact Embedding Representations

This repository for training tensorflow models. Dataset based on Vehicle Detection in Aerial Imagery (VEDAI)

Tensorflow 1.x Quantum Simulator

Resnet Ensemble ⭐ 12

Ensemble code for Resnet in Tensorflow slim

Gsoc Tensorflow 2019 ⭐ 12

Google Summer of Code 2019 with TensorFlow: Final Work Product

Chopstick Serving ⭐ 12

Serving TensorFlow Models using Kubernetes and TF Serving

Simple HTTP JSON server for Tensorflow models

Audio Pretrained Model ⭐ 11

A collection of Audio and Speech pre-trained models.

Max Recommender ⭐ 11

Generate personalized recommendations

Logos.tensorflow ⭐ 11

Brand logos detection

Rbm Tensorflow ⭐ 11

Tensorflow Implementation of RBM

How To Train An Object Detector Using Tensorflow Api On Ubuntu 16.04 Gpu ⭐ 10

This repo explains how to train an Object Detector for multiple objects using Tensorflow Object Detection API on Ubuntu 16.04 (GPU)

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