Awesome Open Source

Programming Languages

Search results for tensorflow models

tensorflow-models x

225 search results found

Awesome Coreml Models ⭐ 6,259

Largest list of models for Core ML (for iOS 11+)

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.

Open_model_zoo ⭐ 3,942

Pre-trained Deep Learning models and demos (high quality and extremely fast)

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

Open_nsfw_android ⭐ 1,786

🔥🔥🔥色情图片离线识别，基于TensorFlow实现。识别只需20ms,可断网测试，成功率99

Androidtensorflowmachinelearningexample ⭐ 1,430

Android TensorFlow MachineLearning Example (Building TensorFlow for Android)

Tf Coreml ⭐ 1,240

TensorFlow to CoreML Converter

Awesome Tensorflow Lite ⭐ 1,111

An awesome list of TensorFlow Lite models, samples, tutorials, tools and learning resources.

Benchmarks ⭐ 1,108

A benchmark framework for Tensorflow

Pytorch2keras ⭐ 849

PyTorch to Keras model convertor

Boltzmann Machines ⭐ 792

Boltzmann Machines in TensorFlow with examples

Simple_tensorflow_serving ⭐ 717

Generic and easy-to-use serving service for machine learning models

Cppflow ⭐ 702

Run TensorFlow models in C++ without installation and without Bazel

Tensorflow_models_learning ⭐ 613

tensorflow GoogleNet inception V1 V2 V3 V4

Tf Dann ⭐ 580

Domain-Adversarial Neural Network in Tensorflow

Generative Adversarial Networks ⭐ 488

Introduction to generative adversarial networks, with code to accompany the O'Reilly tutorial on GANs

Androidtensorflowmnistexample ⭐ 460

Android TensorFlow MachineLearning MNIST Example (Building Model with TensorFlow for Android)

Tf_to_trt_image_classification ⭐ 454

Image classification with NVIDIA TensorRT from TensorFlow models.

Robustness_metrics ⭐ 446

Tensorlayer Tricks ⭐ 351

How to use TensorLayer

A_guide_to_running_tensorflow_models_on_android ⭐ 342

This is the code for"A Guide to Running Tensorflow Models on Android" By SIraj Raval on Youtube

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

Onnx2keras ⭐ 187

Convert ONNX model graph to Keras model format.

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.

Tensorflowobjectdetectiontutorial ⭐ 182

A tutorial on object detection using TensorFlow

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.

Profiler Ui ⭐ 128

[Deprecated] The TensorFlow Profiler (TFProf) UI provides a visual interface for profiling TensorFlow models.

Ios_tensorflow_objectdetection_example ⭐ 124

An iOS application of Tensorflow Object Detection with different models: SSD with Mobilenet, SSD with InceptionV2, Faster-RCNN-resnet101

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

Tensorflow_shiny ⭐ 118

A R/Shiny app for interactive RNN tensorflow models

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

Opentpod ⭐ 110

Open Toolkit for Painless Object Detection

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

A simple demo for using Tensorflow models in Android apps

Tensorflow Serving Example ⭐ 86

Examples to server tensorflow models with tensorflow serving

Tensorflow Serving Java Grpc Kafka Streams ⭐ 85

Kafka Streams + Java + gRPC + TensorFlow Serving => Stream Processing combined with RPC / Request-Response

Free Tensorflow ⭐ 82

Tensorflow 免费中文视频教程，开源代码，免费书籍.

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

Traffic Light Classification ⭐ 80

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.

Tf Object Detection ⭐ 80

Simpler app for tensorflow object detection API

Tf Trusted ⭐ 79

tf-trusted allows you to run TensorFlow models in secure enclaves

Differentiable Renderer ⭐ 78

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

Jpmml Tensorflow ⭐ 73

Java library and command-line application for converting TensorFlow models to PMML

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

Timeflow ⭐ 69

Tensorflow for Time Series Applications

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

Tfsnippet ⭐ 64

A set of utilities for writing and testing TensorFlow models

Intelligent Mobile Projects With Tensorflow ⭐ 61

Intelligent Mobile Projects with TensorFlow, published by Packt

The Third Eye ⭐ 61

An AI based application to identify currency and gives audio feedback.

Gans 2.0 ⭐ 60

Generative Adversarial Networks in TensorFlow 2.0

Portrait_fcn_and_3d_reconstruction ⭐ 60

This project is to convert PortraitFCN+ (by Xiaoyong Shen) from Matlab to Tensorflow, then refine the outputs from it (converted to a trimap) using KNN and ResNet, supervised by Richard Berwick.

🔮 Use TensorFlow models in Go to evaluate Images (and more soon!)

Tensorflow.dart ⭐ 59

Dart bindings for Tensorflow.

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

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

Tf Model Deploy Tutorial ⭐ 53

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

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

Tensorflow ⭐ 49

Swift high-level API for TensorFlow.

Anchor Boxes With Kmeans ⭐ 48

How to initialize Anchors in Faster RCNN for custom dataset?

Detection_util_scripts ⭐ 46

TF and YOLO utility scripts

Dodo_detector_ros ⭐ 44

Object detection from images/point cloud using ROS

Real-time estimation of gender and age

Cam2caption ⭐ 44

An Android application which converts camera feed to captions in real time

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.

Tensorboot ⭐ 43

Demo application that deploys TensorFlow models as a SpringBoot microservice.

Age Gender_estimation_tf Android ⭐ 41

Age + Gender Estimation on Android with TensorFlow Lite

Mtcnn Java ⭐ 40

Java MTCNN face detection using ND4J and trained TensorFlow models

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.

Parsey Mcparseface Api ⭐ 36

Serve the Parsey McParseface API using TF Serving infrastructure

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

1-100 of 225 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.