tensorflow-serving

There are 11 repositories under tensorflow-serving topic.

Delta-ML / delta
DELTA is a deep learning based natural language and speech processing platform.
nlp deep-learning tensorflow speech sequence-to-sequence seq2seq speech-recognition text-classification speaker-verification nlu text-generation emotion-recognition tensorflow-serving tensorflow-lite inference asr serving front-end custom-ops ops
Language:Python 1590
Adlik / Adlik
Adlik: Toolkit for Accelerating Deep Learning Inference
deep-learning inference tensorflow-serving openvino tensorrt compiler inference-engine model-optimizer docker-images
Language:C++ 794
DSXiangLi / ChineseNER
中文NER的那些事儿
bert-bilstm-crf crf bert-fine-tuning ner bilstm-crf adversarial-transfer-learning multitask-learning chinese-ner msra msr people-daily muti-task tf-serving tensorflow-serving tensorflow-serving-grpc bert tensorflow chinesener data-augmentation mrc
Language:Python 305
Azure / kubeflow-labs
👩‍🔬 Train and Serve TensorFlow Models at Scale with Kubernetes and Kubeflow on Azure
kubernetes kubeflow machine-learning tensorflow tensorflow-serving distributed-tensorflow docker jupyter-notebook jupyterhub
Language:Python 292
codebasics / potato-disease-classification
Potato Disease Classification - Training, Rest APIs, and Frontend to test.
deep-learning cnn-keras cnn-classification tensorflow2 keras keras-tensorflow tensorflow tensorflow-serving convolutional-neural-networks python3
Language:Jupyter Notebook 217
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.
ansible k8s ml kubernetes cuda skaffold kustomize jupyter machine-learning smart-iot docker edge-devices tensorflow-serving nvidia-jetson-xavier nvidia-jetson-nano archiconda virtualbox kubeflow hoffer-von-ankershoffen software-engineering
Language:Python 206
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.
continuous-integration convert-models deep-learning dispatcher inference mlops onnx profiler pytorch serving tensorflow-serving tensorrt tensorrt-inference-server
Language:Python 188
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.
recommender-system recommendation-system recommendation-engine information-retrieval ranking ranking-system tensorflow tensorflow-tutorials tensorflow-examples tensorflow-recommenders tensorflow-datasets tensorflow-serving keras keras-tutorials movielens movielens-movie-recommendation
Language:Jupyter Notebook 165
formath / tensorflow-predictor-cpp
tensorflow prediction using c++ api
tensorflow tensorflow-cmake tensorflow-prediction tensorflow-predictor-cpp tensorflow-serving tensorflow-graph deep-learning machine-learning embedding-models tfrecords freeze-model libffm
Language:Python 149
kaiwaehner / tensorflow-serving-java-grpc-kafka-streams
Kafka Streams + Java + gRPC + TensorFlow Serving => Stream Processing combined with RPC / Request-Response
apache kafka kafka-streams apache-kafka confluent grpc grpc-java tensorflow tensorflow-serving deeplearning deep-learning machine-learning machinelearning java java-platform
Language:Java 144
practicingman / bert_serving
export bert model for serving
google-bert bert-serving tensorflow-serving text-classification
Language:Python 142
allegroai / clearml-serving
ClearML - Model-Serving Orchestration and Repository Solution
machine-learning mlops devops deep-learning kubernetes ai clearml model-serving serving serving-pytorch-models serving-ml tensorflow-serving triton triton-inference-server
Language:Python 134
himanshurawlani / keras-and-tensorflow-serving
Deploying Keras models using TensorFlow Serving and Flask
machine-learning deep-learning keras tensorflow-serving flask inceptionv3 image-classification
Language:Python 121
cmusatyalab / OpenTPOD
Open Toolkit for Painless Object Detection
dnn transfer-learning object-detection deep-neural-networks automl fine-tuning deep-neural-network deep-learning object-detection-pipelines object-detection-api object-detection-model object-detection-tutorial tensorflow tensorflow-serving tensorflow-models custom-vision custom-vision-api django django-rest-framework reactjs
Language:CSS 119
peace195 / tensorflow-lite-YOLOv3
YOLOv3: convert .weights to .tflite format for tensorflow lite. Convert .weights to .pb format for tensorflow serving
tensorflow-lite yolov3 weights docker convert pb protobuf tensorflow-serving tflite
Language:Python 107
icodingc / ImageRetrieval-tf
基于tensorflow & tf-servering & flask 的图像检索
tensorflow retrieval web-demo tensorflow-serving image-retrieval
Language:JavaScript 103
CCExtractor / Rekognition
Free and Open Source alternative to Amazon's Rekognition service. CCExtractor Development | Poor Man's Rekognition
computer-vision deep-learning django django-rest-framework docker face-detection gsoc image-processing machine-learning machinelearning opencv python rest rest-api tensorflow tensorflow-serving video-processing
Language:Python 96
yu-iskw / tensorflow-serving-example
Examples to server tensorflow models with tensorflow serving
tensorflow-estimators tensorflow-serving tensorflow tensorflow-examples machine-learning
Language:Python 96
notAI-tech / fastDeploy
Deploy DL/ ML inference pipelines with minimal extra code.
deep-learning tensorflow-serving tf-serving pytorch serving falcon gevent docker model-deployment model-serving http-server gunicorn torchserve triton-inference-server python triton triton-server inference-server streaming-audio websocket
Language:Python 95
BeyonderXX / tensorflow-serving-tutorial
A tutorial of building tensorflow serving service from scratch
tensorflow-serving java python docker grpc deep-learning tensorflow savedmodel text-classification bert
Language:C++ 87
google-aai / tf-serving-k8s-tutorial
A Tutorial for Serving Tensorflow Models using Kubernetes
tensorflow-tutorials docker-image kubernetes google-cloud tensorflow-serving keras-tensorflow tensorflow-api kubeflow kubeflow-community
Language:Jupyter Notebook 87
digital-nomad-cheng / Hair_Segmentation_Keras
Implement some hair segmentation network and a color similarity calculating method.
segmentation keras computer-vision hair-segmentation coreml tensorflow-serving
Language:Python 85
MaybeShewill-CV / nsfw-classification-tensorflow
NSFW classify model implemented with tensorflow.
nsfw nsfw-recognition tensorflow-js tensorflow-serving deep-learning image-classification
Language:Python 79
carlomazzaferro / kryptoflow
Real-time analysis of bitcoin markets with Kafka and Tensorflow Serving
kafka bitcoin time-series machine-learning tensorflow-serving keras
Language:Python 70
lightbend / model-serving-tutorial
Code and presentation for Strata Model Serving tutorial
model-serving kafka akka-streams flink spark pmml tensorflow tensorflow-serving
Language:Scala 69
himanshurawlani / practical_intro_to_tf2
Building an image classifier in TF2
tensorflow tensorflow-datasets tf-keras tensorflow-2 image-classifier tensorflow-serving
Language:Jupyter Notebook 55
gyang274 / visual-search
Create a visual search engine using tensorflow serving, elasticsearch, vuejs and nginx.
tensorflow tensorflow-serving elasticsearch vuejs nginx
Language:Python 51
nghuyong / bert-classification-tf-serving
Use BERT to train a classification model and deploy the model by tensorflow serving
bert tensorflow tensorflow-serving classification-model
Language:Python 50
alexellis / tensorflow-serving-openfaas
Example of using TensorFlow Serving with OpenFaaS
tensorflow machine-learning ai tf tensorflow-serving docker openfaas serverless function
Language:Dockerfile 47
emesday / tensorflow-scala
A Scala binding of TensorFlow for Serving TensorFlow Models (Provides RESTful API)
tensorflow scala tensorflow-serving finatra restful
Language:Shell 47
wangermeng2021 / Scaled-YOLOv4-tensorflow2
A Tensorflow2.x implementation of Scaled-YOLOv4 as described in Scaled-YOLOv4: Scaling Cross Stage Partial Network
tensorflow2 scaledyolov4 yolov4 object-detection yolo tf2 tensorflow tensorflow-serving
Language:Python 47
alvarobartt / serving-tensorflow-models
Serving TensorFlow models with TensorFlow Serving :orange_book:
tensorflow tensorflow-serving mlops machine-learning model-serving model-deployment image-classification serve-tensorflow-models
Language:Jupyter Notebook 45
fpaupier / tensorflow-serving_sidecar
Serve machine learning models using tensorflow serving
tensorflow tensorflow-tutorials tensorflow-serving object-detection object-detection-pipelines coco python docker
Language:Python 45
guillaumegenthial / tf-estimator-basics
Train, predict, export and reload a tf.estimator for inference
tensorflow tensorflow-estimator tensorflow-serving
Language:Python 45
lucko515 / image-search-engine
End-to-end image search engine based on the Deep learning techniques.
image-search artificial-intelligence convolutional-neural-networks deep-learning tensorflow end-to-end-machine-learning flask tensorflow-serving
Language:Jupyter Notebook 45
LanderMoerkerke / camera-feed-object-detector-tf-serve
Camera feed detector 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.
tensorflow object-detection tensorflow-serving docker yolov3 python
Language:Python 44

tensorflow-serving

Delta-ML / delta

Adlik / Adlik

DSXiangLi / ChineseNER

Azure / kubeflow-labs

codebasics / potato-disease-classification

helmut-hoffer-von-ankershoffen / jetson

cap-ntu / ML-Model-CI

xei / recommender-system-tutorial

formath / tensorflow-predictor-cpp

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

practicingman / bert_serving

allegroai / clearml-serving

himanshurawlani / keras-and-tensorflow-serving

cmusatyalab / OpenTPOD

peace195 / tensorflow-lite-YOLOv3

icodingc / ImageRetrieval-tf

CCExtractor / Rekognition

yu-iskw / tensorflow-serving-example

notAI-tech / fastDeploy

BeyonderXX / tensorflow-serving-tutorial

google-aai / tf-serving-k8s-tutorial

digital-nomad-cheng / Hair_Segmentation_Keras

MaybeShewill-CV / nsfw-classification-tensorflow

carlomazzaferro / kryptoflow

lightbend / model-serving-tutorial

himanshurawlani / practical_intro_to_tf2

gyang274 / visual-search

nghuyong / bert-classification-tf-serving

alexellis / tensorflow-serving-openfaas

emesday / tensorflow-scala

wangermeng2021 / Scaled-YOLOv4-tensorflow2

alvarobartt / serving-tensorflow-models

fpaupier / tensorflow-serving_sidecar

guillaumegenthial / tf-estimator-basics

lucko515 / image-search-engine

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