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tensorflow-serving

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Delta-ML /delta

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

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

UpdatedApr 16, 2025
Python

Adlik /Adlik

Adlik: Toolkit for Accelerating Deep Learning Inference

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

UpdatedDec 27, 2023
C++

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

UpdatedSep 18, 2023
Python

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

UpdatedNov 13, 2020
Python

codebasics /potato-disease-classification

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

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

UpdatedNov 13, 2021
Jupyter Notebook

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

UpdatedDec 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

UpdatedMar 6, 2023
Python

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

UpdatedMar 3, 2025
Jupyter Notebook

clearml /clearml-serving

ClearML - Model-Serving Orchestration and Repository Solution

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

UpdatedJan 13, 2025
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

UpdatedDec 26, 2019
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

UpdatedDec 16, 2023
Java

practicingman /bert_serving

export bert model for serving

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

UpdatedDec 12, 2018
Python

himanshurawlani /keras-and-tensorflow-serving

Deploying Keras models using TensorFlow Serving and Flask

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

UpdatedDec 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

UpdatedNov 21, 2022
CSS

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

UpdatedMar 8, 2023
Python

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

UpdatedOct 3, 2023
Python

icodingc /ImageRetrieval-tf

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

retrieval tensorflow image-retrieval web-demo tensorflow-serving

UpdatedApr 28, 2017
JavaScript

notAI-tech /fastDeploy

Deploy DL/ ML inference pipelines with minimal extra code.

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

UpdatedNov 20, 2024
Python

yu-iskw /tensorflow-serving-example

Examples to server tensorflow models with tensorflow serving

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

UpdatedJan 29, 2019
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

UpdatedJul 5, 2023
C++

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