Projects in Awesome Lists tagged with tensorflow-serving

https://github.com/Delta-ML/delta

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

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

Last synced: 07 Apr 2025

https://github.com/Adlik/Adlik

Adlik: Toolkit for Accelerating Deep Learning Inference

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

Last synced: 20 Nov 2025

https://github.com/dsxiangli/chinesener

中文NER的那些事儿

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

Last synced: 06 Apr 2025

https://github.com/azure/kubeflow-labs

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

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

Last synced: 07 Oct 2025

https://github.com/codebasics/potato-disease-classification

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

cnn-classification cnn-keras convolutional-neural-networks deep-learning keras keras-tensorflow python3 tensorflow tensorflow-serving tensorflow2

Last synced: 05 Apr 2025

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

Last synced: 14 Apr 2025

https://github.com/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 keras keras-tutorials movielens movielens-movie-recommendation ranking ranking-system recommendation-engine recommendation-system recommender-system tensorflow tensorflow-datasets tensorflow-examples tensorflow-recommenders tensorflow-serving tensorflow-tutorials

Last synced: 31 Mar 2025

https://github.com/clearml/clearml-serving

ClearML - Model-Serving Orchestration and Repository Solution

ai clearml deep-learning devops kubernetes machine-learning mlops model-serving serving serving-ml serving-pytorch-models tensorflow-serving triton triton-inference-server

Last synced: 17 Jun 2025

https://github.com/practicingman/bert_serving

export bert model for serving

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

Last synced: 02 Apr 2025

https://github.com/cmusatyalab/opentpod

Open Toolkit for Painless Object Detection

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

Last synced: 11 Aug 2025

https://github.com/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

Last synced: 21 Aug 2025

https://github.com/yu-iskw/tensorflow-serving-example

Examples to server tensorflow models with tensorflow serving

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

Last synced: 30 Sep 2025

https://github.com/notai-tech/fastdeploy

Deploy DL/ ML inference pipelines with minimal extra code.

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

Last synced: 13 Apr 2025

https://github.com/google-aai/tf-serving-k8s-tutorial

A Tutorial for Serving Tensorflow Models using Kubernetes

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

Last synced: 13 Apr 2025

https://github.com/carlomazzaferro/kryptoflow

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

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

Last synced: 26 Mar 2025

https://github.com/himanshurawlani/practical_intro_to_tf2

Building an image classifier in TF2

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

Last synced: 18 Mar 2025

https://github.com/gyang274/visual-search

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

elasticsearch nginx tensorflow tensorflow-serving vuejs

Last synced: 05 Apr 2025

https://github.com/nghuyong/bert-classification-tf-serving

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

bert classification-model tensorflow tensorflow-serving

Last synced: 25 Apr 2025

https://github.com/lucko515/image-search-engine

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

artificial-intelligence convolutional-neural-networks deep-learning end-to-end-machine-learning flask image-search tensorflow tensorflow-serving

Last synced: 14 Apr 2025

https://github.com/alexellis/tensorflow-serving-openfaas

Example of using TensorFlow Serving with OpenFaaS

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

Last synced: 30 Apr 2025

https://github.com/guillaumegenthial/tf-estimator-basics

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

tensorflow tensorflow-estimator tensorflow-serving

Last synced: 08 Oct 2025

https://github.com/fpaupier/tensorflow-serving_sidecar

Serve machine learning models using tensorflow serving

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

Last synced: 30 Aug 2025

https://github.com/alvarobartt/serving-tensorflow-models

Serving TensorFlow models with TensorFlow Serving :orange_book:

image-classification machine-learning mlops model-deployment model-serving serve-tensorflow-models tensorflow tensorflow-serving

Last synced: 12 Apr 2025

https://github.com/vikramtiwari/end-to-end-machine-learning-with-google-cloud

End to End Machine Learning with Google Cloud Platform

cloud-functions dataflow google-cloud machine-learning tensorflow tensorflow-serving

Last synced: 11 Apr 2025

https://github.com/vanvalenlab/kiosk-console

DeepCell Kiosk Distribution for Kubernetes on GKE and AWS

helm helmfile kubernetes tensorflow-serving

Last synced: 12 May 2025

https://github.com/iitzco/tfserve

Serve TF models simple and easy as an HTTP API

artificial-intelligence deep-learning http-api http-server neural-network tensorflow tensorflow-models tensorflow-serving

Last synced: 10 Apr 2025

https://github.com/lynnna-xu/bert_sa

bert sentiment analysis tensorflow serving with RESTful API

bert rest-client restful-api sentiment-analysis tensorflow-serving

Last synced: 02 Apr 2025

https://github.com/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.

keras tensorflow tensorflow-examples tensorflow-serving

Last synced: 23 Oct 2025

https://github.com/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.

aspnetcoremvc csharp grpc net tensorflow-examples tensorflow-serving

Last synced: 24 Oct 2025

https://github.com/applifier/go-tensorflow

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

go golang grpc ml tensorflow tensorflow-serving

Last synced: 22 Aug 2025

https://github.com/ashutoshdongare/tensorflow-wide-deep-local-prediction

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

csv deep estimator local-predictions machine-learning prediction python tensorboard tensorflow tensorflow-examples tensorflow-experiments tensorflow-export-graph tensorflow-models tensorflow-samples tensorflow-serving tensorflow-tutorials wide-and-deep

Last synced: 12 Aug 2025

https://github.com/illagrenan/tensorflow-serving-api-python3

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

python3 tensorflow tensorflow-serving tensorflow-serving-api

Last synced: 07 Sep 2025

https://github.com/changwookjun/chatbot_seq2seq_extend

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

estimator korean-nlp seq2seq-attn seq2seq-chatbot seq2seq-generation seq2seq-rnn tensorflow-models tensorflow-serving

Last synced: 16 Oct 2025

https://github.com/chagmgang/flask-tensorflow

flask mnist-classification tensorflow-serving tensorflow-serving-flask

Last synced: 22 Apr 2025

https://github.com/alvarobartt/tensorflow-serving-streamlit

TensorFlow Serving + Streamlit! :sparkles::framed_picture:

cnn machine-learning streamlit streamlit-ui tensorflow tensorflow-serving tensorflow-streamlit ui

Last synced: 12 Apr 2025

https://github.com/rickiepark/aiml4coders

<개발자를 위한 머신러닝&딥러닝> 도서의 코드 저장소

cnn deep-learning keras keras-tuner machine-learning model-deployment python rnn tensorflow tensorflow-js tensorflow-lite tensorflow-serving text-classification text-generation tf-data time-series-analysis transfer-learning word-embeddings

Last synced: 18 Aug 2025

https://github.com/dataxujing/tensorflow-serving-wechat

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

python simple-tensorflow-serving tensorflow-serving

Last synced: 16 Aug 2025

https://github.com/codycollier/tfs-model-status-probe

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

grpc kubernetes tensorflow tensorflow-serving

Last synced: 12 Jul 2025

https://github.com/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

colab-notebook docker flask giphy-api reactjs tensorflow-serving tensotflow

Last synced: 12 Apr 2025

https://github.com/triagemd/tensorflow-builds

Tensorflow binaries and Docker images compiled with GPU support and CPU optimizations.

bazel cuda cudnn docker gpu machine-learning nvidia python tensorflow tensorflow-serving

Last synced: 09 Jul 2025

https://github.com/tiagoprata/fastapi-tensorflow-docker

Enables the use of TensorFlow for object identification via UI interface or via POST requests. Using Python FastAPI, TensorFlow, IntelIA TensorFlow-Serving, R-FCN and Docker

docker fastapi flask intelai pipenv python r-fcn rfcn tensorflow tensorflow-serving

Last synced: 12 Apr 2025

https://github.com/rishit-dagli/tfserving-demos

TF Serving demos

jupyter-notebook model-serving python3 tensorflow tensorflow-model-server tensorflow-serving tensorflow2

Last synced: 07 May 2025

https://github.com/jesufemi-o/cruise

Easily Deploy your Tensorflow models to Heroku with just the click of a button!

deep-learning heroku-deployment mlops tensorflow-serving tensorflow-serving-api tensorflow2

Last synced: 07 May 2025

https://github.com/yxtay/glove-tensorflow

Implementation of GloVe using TensorFlow estimator API

cloud-ml-engine docker embedding glove google-cloud-ml-engine google-cloud-platform matrix-factorization tensorboard tensorflow tensorflow-2 tensorflow-distributed tensorflow-estimator-api tensorflow-estimators tensorflow-serving word-embedding

Last synced: 08 May 2025

https://github.com/yas-sim/openvino-model-server-wrapper

Python wrapper class for OpenVINO Model Server. User can submit inference request to OVMS with just a few lines of code.

ai area-intrusion-detection cloud deep-learning edge grpc grpc-client inference intel line-crossing-detection model-serving object-tracking openvino openvino-docker openvino-model-server python serving tensorflow-serving triton-inference-server

Last synced: 01 Aug 2025

https://github.com/sun1638650145/filter

Style Transfer with TF-Serving and Core-ML

coreml python style-transfer swift tensorflow-serving

Last synced: 09 Apr 2025

https://github.com/bobbui/tensorflow-serving-cuda-docker

Docker image for tensorflow serving with Nvidia CUDA, CuDNN

cuda cudnn docker docker-image tensorflow tensorflow-serving ubuntu1604

Last synced: 09 Apr 2025

https://github.com/hey-car/tensorflow-model-server

A ReadyToGo TensorFlow Model Server Docker image

docker docker-image tensorflow tensorflow-serving unofficial

Last synced: 16 Mar 2025

https://github.com/brooksian/b2detect

Detect photographs with B2 Stealth Bombers from social media sites using Tensorflow and Apache NiFi

apache-nifi nifi-templates tensorflow tensorflow-object-detection tensorflow-serving

Last synced: 13 May 2025

https://github.com/iminakov/tensorflow2servingdotnet5client

Implement Tensor Flow 2.0 Serving C# client example with gRPC and Rest. MNIST prediction example and web paint ASP.NET Core 5.0 and ReactJS/Redux application.

aspnetcore grpc mnist netcore5 reactredux tensorflow-serving

Last synced: 11 Apr 2025

https://github.com/gameofdimension/inception-java-client

java client for tensorflow serving's inception example

java protobuf tensorflow-serving

Last synced: 28 Oct 2025

https://github.com/nex3z/tfserving-mnist

TensorFlow Serving model for handwritten digits classification from MNIST.

tensorflow tensorflow-serving

Last synced: 26 Apr 2025

https://github.com/zhangjun/tf_serving_client_brpc

tensorflow serving client using brpc

brpc client deep-learning serving tensorflow tensorflow-serving

Last synced: 09 Apr 2025

https://github.com/damienpontifex/mobilenet-classifier-transfer

Train a binary classifier from mobilenet

classification computer-vision keras mobilenet tensorflow tensorflow-serving

Last synced: 14 Apr 2025

https://github.com/gojibjib/jibjib-query

Query service to serve the JibJib TensorFlow model

audioset docker flask grpc grpc-python machine-learning-api protobuf python rest-api tensorflow tensorflow-serving vggish

Last synced: 16 Jul 2025

https://github.com/chagmgang/how_to_deploy_tensorflow

docker flask seq2seq tensorflow tensorflow-serving tf-serving

Last synced: 22 Apr 2025

https://github.com/tataganesh/tf-serving-cnn-example

Basic example of Tensorflow Serving

model-deployment serving tensorflow-serving

Last synced: 31 Jul 2025

https://github.com/andr3w03/disaster-tweets-classification

Machine Learning Operations - Disaster Tweets Classification

dicoding docker machine-learning machine-learning-pipelines nlp python tensorflow tensorflow-extended tensorflow-serving tfma tfx tfxpipelines

Last synced: 24 Mar 2025

https://github.com/illagrenan/tensorflow-serving-docker

Docker image for Tensorflow Serving

docker tensorflow-serving

Last synced: 26 Dec 2025

https://github.com/andr3w03/stroke-disease-detection

Machine Learning Operations - Stroke Disease Detection

dicoding docker machine-learning machine-learning-pipelines prometheus python tensorflow tensorflow-extendend tensorflow-serving tfma tfx tfxpipelines

Last synced: 24 Mar 2025

https://github.com/gemisis/mnist

A simple MNIST implementation, used to label handwritten digits from 0-9. The goal of this repository was to show how to create a machine learning model in TensorFlow with Keras and then deploy it across a variety of devices (in this case, through a website and on Android devices).

android android-app android-application convolutional-neural-networks html5 html5-canvas javascript keras keras-tensorflow kotlin kotlin-android machine-learning mnist mnist-classification mnist-handwriting-recognition tensorflow tensorflow-examples tensorflow-js tensorflow-serving tensorflowjs

Last synced: 31 Dec 2025

https://github.com/patwie/tensorflow-serving-lite

TensorFlow-Serving-Lite written in Go

golang tensorflow tensorflow-serving

Last synced: 04 Apr 2025

https://github.com/justsecret123/one-piece-image-classifier

A quick image classifier trained with manually selected One Piece images.

batch-normalization classification classification-model computer-vision convolutional-neural-networks data-augmentation deep-learning deep-neural-networks docker early-stopping image-classification image-classifier jupyterlab keras machine-learning notebook python tensorflow tensorflow-serving transfer-learning

Last synced: 30 Dec 2025

https://github.com/the-black-knight-01/tensorflow-2.0-tutorial

TensorFlow 2.0 tutorial

tensorflow tensorflow-2 tensorflow-2-0-tutorial tensorflow-examples tensorflow-experiments tensorflow-gpu tensorflow-serving tensorflow-tutorials

Last synced: 08 Feb 2026

https://github.com/justsecret123/one-piece-characters-detector

An object detector trained with a Kaggle GPU, using Tensorflow and a fine-tuned ssd resnet50.

artificial-intelligence computer-vision convolutional-neural-networks deep-learning deep-neural-networks docker fine-tuning jupyter kaggle kaggle-dataset matplotlib numpy object-detection python single-shot-detector tensorflow tensorflow-object-detection tensorflow-serving transfer-learning

Last synced: 10 Nov 2025

https://github.com/sahil210695/tensorflow-model-deploy

Example how to deploy your TensorFlow model in production using the Tensorflow-serving

deployment docker docker-image linear-regression machine-learning numpy prediction python savedmodel tensorflow tensorflow-examples tensorflow-experiments tensorflow-graph tensorflow-model tensorflow-models tensorflow-serving tensorflow-tutorials

Last synced: 21 Jan 2026

https://github.com/the-black-knight-01/tensorflow-tutorial

TensorFlow Tutorial

tensor tensorboard tensorflow tensorflow-examples tensorflow-experiments tensorflow-models tensorflow-serving tensorflow-tutorial tensorflow-tutorials tutorial

Last synced: 19 Jan 2026

https://github.com/defi0x1/face-recognition-serving

Serving Face Detection and Recognition Based on arc-face

docker docker-compose face-detection face-recognition grpc model-optimizer mtcnn-face-detection mxnet pytorch tensorflow tensorflow-serving

Last synced: 11 Oct 2025

https://github.com/yupbank/cmle_proxy

cmle http-proxy tensorflow-serving

Last synced: 03 Apr 2025

https://github.com/rpidanny/tensorflow-serving-hot-reload

A script to dynamically load / unload tensorflow models in serving

machine-learning python tensorflow tensorflow-model-server tensorflow-serving tensorflow-serving-api

Last synced: 03 Oct 2025

https://github.com/rishwanth365/potato_blight_disease_detection-cnn

Potato Blight Disease Detection using CNN - Training, Rest APIs, and Frontend to test.

cnn-classification cnn-keras convolutional-neural-networks deep-learning keras keras-tensorflow python3 tensorflow-serving tensorflow2

Last synced: 13 Nov 2025

https://github.com/tadayosi/tensorflow-serving-client-java

A Java client library for TensorFlow Serving

ai client java tensorflow tensorflow-serving

Last synced: 20 Mar 2025

https://github.com/a-hilaly/tensorflow-go

Generated go protobuf types for tensorflow serving

protobuf tensorflow tensorflow-serving

Last synced: 03 Nov 2025

https://github.com/colorblank/tensorflow_serving_config

Python utilities for reading, writing, and validating TensorFlow Serving models.config files. This project provides a convenient way to programmatically manage your TensorFlow Serving model configurations using Python.

config tensorflow tensorflow-serving

Last synced: 14 Jan 2026

https://github.com/sahiljasani2/cnn-basiertes-system-zur-erkennung-von-pflanzenkrankheiten-deep-learning-und-mobile-app-

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

cnn-classification cnn-keras convolutional-neural-networks deep-learning keras keras-tensorflow python3 tensorflow tensorflow-serving tensorflow2

Last synced: 22 Jul 2025

https://github.com/aitamilnadu/butterfly-model-deploy

TensorFlow Model Deployment

tensorflow tensorflow-models tensorflow-serving tensorflow-tutorials

Last synced: 20 Jan 2026

https://github.com/imannoferesti/emotion_ai_python

Emotion and Facial Key-Point Detection Classify emotions and detect facial key-points using deep learning! This project combines CNNs and Residual Blocks to predict 15 facial key-points and categorize facial expressions into five emotions: Angry, Disgust, Sad, Happy, and Surprise.

automated-monitoring computer-vision convolutional-neural-networks data-normalization data-scaling dataset-visualization deep-learning emotion-classification emotion-detection expression-recognition facial-expressions facial-key-point-detection image-augmentation image-processing key-point-prediction model-deployment model-training residual-blocks resnet tensorflow-serving