tensorflow-serving | Topic | Ecosyste.ms: Repos

Topic: "tensorflow-serving"

Delta-ML/delta

DELTA is a deep learning based natural language and speech processing platform. LF AI & DATA Projects: https://lfaidata.foundation/projects/delta/

Language: Python - Size: 59.5 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 1,591 - Forks: 288

Adlik/Adlik

Adlik: Toolkit for Accelerating Deep Learning Inference

Language: C++ - Size: 52.9 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 799 - Forks: 82

DSXiangLi/ChineseNER

中文NER的那些事儿

Language: Python - Size: 117 MB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 318 - Forks: 57

Azure/kubeflow-labs 📦

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

Language: Python - Size: 3.55 MB - Last synced at: 6 days ago - Pushed at: over 4 years ago - Stars: 291 - Forks: 96

codebasics/potato-disease-classification

Potato Disease Classification - Training, Rest APIs, and Frontend to test.

Language: Jupyter Notebook - Size: 29.3 MB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 246 - Forks: 291

helmut-hoffer-von-ankershoffen/jetson

Helmut Hoffer von Ankershoffen experimenting with arm64 based NVIDIA Jetson (Nano and AGX Xavier) edge devices running Kubernetes (K8s) for machine learning (ML) including Jupyter Notebooks, TensorFlow Training and TensorFlow Serving using CUDA for smart IoT.

Language: Python - Size: 785 KB - Last synced at: 3 months ago - Pushed at: over 5 years ago - Stars: 206 - Forks: 42

xei/recommender-system-tutorial

A step-by-step tutorial on developing a practical recommendation system (retrieval and ranking) using TensorFlow Recommenders and Keras.

Language: Jupyter Notebook - Size: 2.43 MB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 191 - Forks: 44

cap-ntu/ML-Model-CI

MLModelCI is a complete MLOps platform for managing, converting, profiling, and deploying MLaaS (Machine Learning-as-a-Service), bridging the gap between current ML training and serving systems.

Language: Python - Size: 5.37 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 185 - Forks: 35

clearml/clearml-serving

ClearML - Model-Serving Orchestration and Repository Solution

Language: Python - Size: 1.85 MB - Last synced at: 27 days ago - Pushed at: 6 months ago - Stars: 151 - Forks: 42

formath/tensorflow-predictor-cpp

tensorflow prediction using c++ api

Language: Python - Size: 94.7 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 146 - Forks: 60

practicingman/bert_serving

export bert model for serving

Language: Python - Size: 4.27 MB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 141 - Forks: 39

kaiwaehner/tensorflow-serving-java-grpc-kafka-streams

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

Language: Java - Size: 394 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 140 - Forks: 44

himanshurawlani/keras-and-tensorflow-serving

Deploying Keras models using TensorFlow Serving and Flask

Language: Python - Size: 84.5 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 121 - Forks: 40

cmusatyalab/OpenTPOD

Open Toolkit for Painless Object Detection

Language: CSS - Size: 46.4 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 119 - Forks: 18

CCExtractor/Rekognition

Free and Open Source alternative to Amazon's Rekognition service. CCExtractor Development | Poor Man's Rekognition

Language: Python - Size: 3.23 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 108 - Forks: 55

icodingc/ImageRetrieval-tf

基于tensorflow & tf-servering & flask 的图像检索

Language: JavaScript - Size: 11.1 MB - Last synced at: about 1 year ago - Pushed at: about 8 years ago - Stars: 102 - Forks: 29

peace195/tensorflow-lite-YOLOv3

YOLOv3: convert .weights to .tflite format for tensorflow lite. Convert .weights to .pb format for tensorflow serving

Language: Python - Size: 12.7 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 100 - Forks: 26

notAI-tech/fastDeploy

Deploy DL/ ML inference pipelines with minimal extra code.

Language: Python - Size: 15.7 MB - Last synced at: 19 days ago - Pushed at: 8 months ago - Stars: 98 - Forks: 17

yu-iskw/tensorflow-serving-example 📦

Examples to server tensorflow models with tensorflow serving

Language: Python - Size: 31.3 KB - Last synced at: 6 months ago - Pushed at: over 6 years ago - Stars: 98 - Forks: 47

google-aai/tf-serving-k8s-tutorial

A Tutorial for Serving Tensorflow Models using Kubernetes

Language: Jupyter Notebook - Size: 2.17 MB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 87 - Forks: 29

digital-nomad-cheng/Hair_Segmentation_Keras

Implement some hair segmentation network and a color similarity calculating method.

Language: Python - Size: 191 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 78 - Forks: 22

BeyonderXX/tensorflow-serving-tutorial

A tutorial of building tensorflow serving service from scratch

Language: C++ - Size: 20.6 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 75 - Forks: 9

carlomazzaferro/kryptoflow

Real-time analysis of bitcoin markets with Kafka and Tensorflow Serving

Language: Python - Size: 10.6 MB - Last synced at: 22 days ago - Pushed at: over 6 years ago - Stars: 72 - Forks: 18

MaybeShewill-CV/nsfw-classification-tensorflow

NSFW classify model implemented with tensorflow.

Language: Python - Size: 216 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 70 - Forks: 20

lightbend/model-serving-tutorial 📦

Code and presentation for Strata Model Serving tutorial

Language: Scala - Size: 69.9 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 70 - Forks: 30

himanshurawlani/practical_intro_to_tf2

Building an image classifier in TF2

Language: Jupyter Notebook - Size: 43.9 MB - Last synced at: 4 months ago - Pushed at: over 5 years ago - Stars: 55 - Forks: 22

nghuyong/bert-classification-tf-serving

Use BERT to train a classification model and deploy the model by tensorflow serving

Language: Python - Size: 1.73 MB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 50 - Forks: 23

gyang274/visual-search

Create a visual search engine using tensorflow serving, elasticsearch, vuejs and nginx.

Language: Python - Size: 652 MB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 50 - Forks: 22

lucko515/image-search-engine

End-to-end image search engine based on the Deep learning techniques.

Language: Jupyter Notebook - Size: 55.7 MB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 47 - Forks: 47

wangermeng2021/Scaled-YOLOv4-tensorflow2

A Tensorflow2.x implementation of Scaled-YOLOv4 as described in Scaled-YOLOv4: Scaling Cross Stage Partial Network

Language: Python - Size: 71.7 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 47 - Forks: 19

mskimorg/tensorflow-scala 📦

A Scala binding of TensorFlow for Serving TensorFlow Models (Provides RESTful API)

Language: Shell - Size: 21.4 MB - Last synced at: about 1 month ago - Pushed at: almost 8 years ago - Stars: 47 - Forks: 9

alexellis/tensorflow-serving-openfaas

Example of using TensorFlow Serving with OpenFaaS

Language: Dockerfile - Size: 4.88 KB - Last synced at: 2 months ago - Pushed at: over 6 years ago - Stars: 46 - Forks: 6

fpaupier/tensorflow-serving_sidecar 📦

Serve machine learning models using tensorflow serving

Language: Python - Size: 114 MB - Last synced at: 7 months ago - Pushed at: over 4 years ago - Stars: 45 - Forks: 21

guillaumegenthial/tf-estimator-basics

Train, predict, export and reload a tf.estimator for inference

Language: Python - Size: 10.7 KB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 45 - Forks: 14

alvarobartt/serving-tensorflow-models

Serving TensorFlow models with TensorFlow Serving :orange_book:

Language: Jupyter Notebook - Size: 19.6 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 44 - Forks: 9

LanderMoerkerke/camera-feed-object-detector-tf-serve

Camera feed detecor using Tensorflow Detection API on a Tensorflow Serving Docker container. There is also a version using only YoloV3 to detect objects. All models are from the model zoo from Tensorflow and Darknet, these models are trained on the coco dataset.

Language: Python - Size: 159 MB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 44 - Forks: 11

VikramTiwari/end-to-end-machine-learning-with-google-cloud

End to End Machine Learning with Google Cloud Platform

Language: Python - Size: 33.2 KB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 42 - Forks: 15

himanshurawlani/fully_convolutional_network

Building, training and deploying a fully convolutional neural network in TensorFlow

Language: Jupyter Notebook - Size: 49.8 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 37 - Forks: 23

vanvalenlab/kiosk-console

DeepCell Kiosk Distribution for Kubernetes on GKE and AWS

Language: Shell - Size: 18.7 MB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 35 - Forks: 6

iitzco/tfserve

Serve TF models simple and easy as an HTTP API

Language: Python - Size: 3.01 MB - Last synced at: 28 days ago - Pushed at: over 6 years ago - Stars: 35 - Forks: 10

iminakov/TensorFlowServingCSharpClient

Implement Tensor Flow Serving C# client example with gRPC. MNIST prediction console application and web paint ASP.NET Core 2.0 and ReactJS application.

Language: C# - Size: 308 KB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 33 - Forks: 17

lynnna-xu/bert_sa

bert sentiment analysis tensorflow serving with RESTful API

Language: Python - Size: 23.4 KB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 33 - Forks: 11

JsFlo/EmotionRecTraining

Python script using Keras + TensorFlow to train a custom machine learning model to recognize faces using a dataset with human faces and labeled with emotions.

Language: Jupyter Notebook - Size: 2.21 MB - Last synced at: 3 months ago - Pushed at: almost 7 years ago - Stars: 33 - Forks: 19

Yulv-git/Model-Inference-Deployment

A curated list of awesome inference deployment framework of artificial intelligence (AI) models. OpenVINO, TensorRT, MediaPipe, TensorFlow Lite, TensorFlow Serving, ONNX Runtime, LibTorch, NCNN, TNN, MNN, TVM, MACE, Paddle Lite, MegEngine Lite, OpenPPL, Bolt, ExecuTorch.

Language: Python - Size: 125 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 32 - Forks: 6

Applifier/go-tensorflow

Tools and libraries for using Tensorflow (and Tensorflow Serving) in go

Language: Go - Size: 6.49 MB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 31 - Forks: 4

mkurovski/emnist_dl2prod

JuPyter Notebooks and Python Package for Deep Learning Model Exploration, Translation and Deployment

Language: Jupyter Notebook - Size: 12.3 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 31 - Forks: 11

AshutoshDongare/Tensorflow-Wide-Deep-Local-Prediction

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

Language: Python - Size: 29.3 KB - Last synced at: 3 months ago - Pushed at: over 7 years ago - Stars: 30 - Forks: 27

illagrenan/tensorflow-serving-api-python3

**UNOFFICIAL and redistributed** TensorFlow Serving API libraries for Python3. See DEPRECATION WARNING in README.

Language: Python - Size: 38.1 KB - Last synced at: 24 days ago - Pushed at: almost 7 years ago - Stars: 28 - Forks: 7

AlexanderJLiu/tensorflow-serving-api

TensorFlow Serving API of all programming language supported by protobuf and grpc.

Language: Java - Size: 719 KB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 27 - Forks: 2

changwookjun/ChatBot_seq2seq_extend

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

Language: Python - Size: 494 KB - Last synced at: about 1 month ago - Pushed at: over 6 years ago - Stars: 27 - Forks: 8

gyang274/tensorflow-serving-tutorial

A step by step guide on how to use tensorflow serving to serve a tensorflow model.

Language: C++ - Size: 132 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 26 - Forks: 12

sozercan/tensorflow-object-detection 📦

📦 Operationalizing TensorFlow Object Detection on Azure

Language: Python - Size: 261 KB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 26 - Forks: 7

fzschornack/tensorflow-java-client

Example of Java/Scala grpc client for tensorflow_serving (https://github.com/tensorflow/serving)

Language: Java - Size: 735 KB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 24 - Forks: 8

alvarobartt/tensorflow-serving-streamlit

TensorFlow Serving + Streamlit! :sparkles::framed_picture:

Language: Dockerfile - Size: 19.2 MB - Last synced at: 3 months ago - Pushed at: almost 4 years ago - Stars: 22 - Forks: 3

moganesyan/tensorflow_model_deployment

Exporting the Mask RCNN with TF-Serving (REST, GRPC, Notebooks provided)

Language: Jupyter Notebook - Size: 14 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 21 - Forks: 6

chagmgang/flask-tensorflow

Language: Python - Size: 7.81 KB - Last synced at: about 1 month ago - Pushed at: almost 6 years ago - Stars: 21 - Forks: 3

rickiepark/aiml4coders

<개발자를 위한 머신러닝&딥러닝> 도서의 코드 저장소

Language: Jupyter Notebook - Size: 38.5 MB - Last synced at: 3 months ago - Pushed at: 11 months ago - Stars: 20 - Forks: 19

MemoonaTahira/MLZoomcamp2022

My repo for the Machine Learning Engineering bootcamp 2022 by DataTalks.Club

Language: Jupyter Notebook - Size: 204 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 20 - Forks: 4

DataXujing/tensorflow-serving-Wechat

:art::art: tensorflow serving and deep model online https://dataxujing.github.io/tensorflow-serving-Wechat/?transition=convex#/

Language: JavaScript - Size: 8.95 MB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 19 - Forks: 5

codycollier/tfs-model-status-probe

A kubernetes probe which checks model status for a TensorFlow Serving model

Language: Go - Size: 70.3 KB - Last synced at: 2 days ago - Pushed at: about 3 years ago - Stars: 18 - Forks: 2

erdememekligil/oop-tensorflow-serving

An object oriented (OOP) approach to train Tensorflow models and serve them using Tensorflow Serving.

Language: Python - Size: 145 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 18 - Forks: 1

CatchZeng/object-detection-api

Make it easy to train and deploy Object Detection(SSD) and Image Segmentation(Mask R-CNN) Model Using TensorFlow Object Detection API.

Language: Jupyter Notebook - Size: 1.76 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 17 - Forks: 13

huyhoang17/kuzushiji_recognition

[Late Submission] Solution for Kuzushiji recognition (Kaggle competition)

Language: Python - Size: 90 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 17 - Forks: 2

jama5262/tensorflow-emotion-text-detector

This is an app that comprises of dockerized tensorflow serving model and flask-react server that communicate together using docker-compose to predict the emotion of a text

Size: 3.71 MB - Last synced at: 3 months ago - Pushed at: over 5 years ago - Stars: 17 - Forks: 1