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tensorflow-serving

Here are 200 public repositories matching this topic...

Delta-ML / delta

DELTA is a deep learning based natural language and speech processing platform.

nlp front-end ops deep-learning text-classification tensorflow nlu speech inference text-generation speech-recognition seq2seq sequence-to-sequence speaker-verification asr tensorflow-serving emotion-recognition custom-ops serving tensorflow-lite

Updated Feb 9, 2022
Python

Adlik / Adlik

Adlik: Toolkit for Accelerating Deep Learning Inference

deep-learning compiler inference docker-images tensorflow-serving tensorrt inference-engine openvino model-optimizer

Updated Apr 13, 2022
C++

Azure / kubeflow-labs

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

docker kubernetes machine-learning tensorflow jupyter-notebook jupyterhub tensorflow-serving distributed-tensorflow kubeflow

Updated Nov 13, 2020
Python

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.

docker kubernetes ansible machine-learning jupyter virtualbox cuda ml software-engineering k8s tensorflow-serving edge-devices kubeflow skaffold kustomize nvidia-jetson-xavier nvidia-jetson-nano archiconda smart-iot hoffer-von-ankershoffen

Updated Dec 6, 2019
Python

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.

deep-learning continuous-integration profiler inference pytorch dispatcher tensorflow-serving tensorrt serving onnx mlops tensorrt-inference-server convert-models

Updated Apr 9, 2022
Python

formath / tensorflow-predictor-cpp

tensorflow prediction using c++ api

machine-learning deep-learning tensorflow tensorflow-cmake embedding-models tfrecords tensorflow-serving libffm tensorflow-prediction tensorflow-predictor-cpp tensorflow-graph freeze-model

Updated Dec 26, 2019
Python

bigboNed3 / bert_serving

export bert model for serving

text-classification tensorflow-serving google-bert bert-serving

Updated Dec 12, 2018
Python

DSXiangLi / ChineseNER

中文NER的那些事儿

tensorflow crf mrc msr ner bert data-augmentation tensorflow-serving bilstm-crf tf-serving multitask-learning chinese-ner msra bert-bilstm-crf people-daily adversarial-transfer-learning tensorflow-serving-grpc bert-fine-tuning chinesener muti-task

Updated Feb 13, 2022
Python

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

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

java machine-learning kafka deep-learning tensorflow apache grpc confluent java-platform machinelearning deeplearning apache-kafka kafka-streams tensorflow-serving grpc-java

Updated Jan 7, 2022
Java

himanshurawlani / keras-and-tensorflow-serving

Deploying Keras models using TensorFlow Serving and Flask

flask machine-learning deep-learning keras image-classification inceptionv3 tensorflow-serving

Updated Dec 28, 2019
Python

cmusatyalab / OpenTPOD

Open Toolkit for Painless Object Detection

django deep-neural-networks deep-learning reactjs tensorflow django-rest-framework dnn object-detection transfer-learning tensorflow-models automl tensorflow-serving object-detection-pipelines custom-vision fine-tuning deep-neural-network object-detection-api custom-vision-api object-detection-model object-detection-tutorial

Updated Feb 9, 2022
CSS

peace195 / tensorflow-lite-YOLOv3

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

docker protobuf convert weights pb tensorflow-serving tensorflow-lite tflite yolov3

Updated Mar 12, 2022
Python

yu-iskw / tensorflow-serving-example

Examples to server tensorflow models with tensorflow serving

machine-learning tensorflow tensorflow-serving tensorflow-examples tensorflow-estimators

Updated Jan 29, 2019
Python

icodingc / ImageRetrieval-tf

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

retrieval tensorflow image-retrieval web-demo tensorflow-serving

Updated Apr 28, 2017
JavaScript

google-aai / tf-serving-k8s-tutorial

A Tutorial for Serving Tensorflow Models using Kubernetes

kubernetes docker-image google-cloud tensorflow-tutorials keras-tensorflow tensorflow-serving kubeflow tensorflow-api kubeflow-community

Updated Oct 10, 2018
Jupyter Notebook

lightbend / model-serving-tutorial

Code and presentation for Strata Model Serving tutorial

kafka spark tensorflow akka-streams pmml flink tensorflow-serving model-serving

Updated Sep 26, 2019
Scala

carlomazzaferro / kryptoflow

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

machine-learning kafka time-series bitcoin keras tensorflow-serving

Updated Oct 21, 2018
Python

BeyonderXX / tensorflow-serving-tutorial

A tutorial of building tensorflow serving service from scratch

python java docker deep-learning text-classification tensorflow grpc bert tensorflow-serving savedmodel

Updated Jan 7, 2022
C++

ItchyHiker / Hair_Segmentation_Keras

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

computer-vision keras segmentation tensorflow-serving coreml hair-segmentation

Updated Jul 14, 2020
Python

notAI-tech / fastDeploy

Deploy DL/ ML inference pipelines with minimal extra code.

python docker deep-learning gunicorn pytorch falcon http-server triton gevent tensorflow-serving model-deployment model-serving serving tf-serving torchserve triton-inference-server triton-server

Updated Apr 5, 2022
JavaScript

recommender-system-tutorial

xei / recommender-system-tutorial

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

information-retrieval tensorflow keras ranking recommendation-system recommendation-engine tensorflow-tutorials keras-tutorials recommender-system movielens tensorflow-serving tensorflow-examples ranking-system tensorflow-datasets movielens-movie-recommendation tensorflow-recommenders

Updated Feb 9, 2021
Jupyter Notebook

himanshurawlani / practical_intro_to_tf2

Building an image classifier in TF2

tensorflow image-classifier tensorflow-serving tensorflow-datasets tf-keras tensorflow-2

Updated Dec 28, 2019
Jupyter Notebook

bitnami / bitnami-docker-tensorflow-serving

Bitnami Docker Image for TensorFlow Serving

docker containers docker-image bitnami non-root tensorflow-serving

Updated Apr 14, 2022
Shell

CCExtractor / Rekognition

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

python docker opencv machine-learning django rest computer-vision deep-learning tensorflow rest-api django-rest-framework image-processing video-processing face-detection machinelearning gsoc tensorflow-serving

Updated Apr 7, 2022
Python

MaybeShewill-CV / nsfw-classification-tensorflow

NSFW classify model implemented with tensorflow.

deep-learning image-classification nsfw tensorflow-serving tensorflow-js nsfw-recognition

Updated Feb 9, 2022
Python

gyang274 / visual-search

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

nginx elasticsearch vuejs tensorflow tensorflow-serving

Updated Mar 21, 2019
Python

guillaumegenthial / tf-estimator-basics

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

tensorflow tensorflow-serving tensorflow-estimator

Updated Nov 24, 2018
Python

mskimm / tensorflow-scala

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

scala tensorflow restful finatra tensorflow-serving

Updated Jul 27, 2017
Shell

alexellis / tensorflow-serving-openfaas

Sponsor

Example of using TensorFlow Serving with OpenFaaS

docker machine-learning ai serverless tensorflow function tensorflow-serving tf openfaas

Updated Feb 19, 2019
Dockerfile

fpaupier / tensorflow-serving_sidecar

Serve machine learning models using tensorflow serving

python docker tensorflow coco tensorflow-tutorials object-detection tensorflow-serving object-detection-pipelines

Updated Mar 30, 2021
Python

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