tensorflow-serving
There are 231 repositories under tensorflow-serving topic.
Delta-ML/delta
DELTA is a deep learning based natural language and speech processing platform. LF AI & DATA Projects: https://lfaidata.foundation/projects/delta/
Adlik/Adlik
Adlik: Toolkit for Accelerating Deep Learning Inference
DSXiangLi/ChineseNER
中文NER的那些事儿
Azure/kubeflow-labs
👩🔬 Train and Serve TensorFlow Models at Scale with Kubernetes and Kubeflow on Azure
codebasics/potato-disease-classification
Potato Disease Classification - Training, Rest APIs, and Frontend to test.
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.
xei/recommender-system-tutorial
A step-by-step tutorial on developing a practical recommendation system (retrieval and ranking) using TensorFlow Recommenders and Keras.
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.
clearml/clearml-serving
ClearML - Model-Serving Orchestration and Repository Solution
formath/tensorflow-predictor-cpp
tensorflow prediction using c++ api
kaiwaehner/tensorflow-serving-java-grpc-kafka-streams
Kafka Streams + Java + gRPC + TensorFlow Serving => Stream Processing combined with RPC / Request-Response
practicingman/bert_serving
export bert model for serving
himanshurawlani/keras-and-tensorflow-serving
Deploying Keras models using TensorFlow Serving and Flask
cmusatyalab/OpenTPOD
Open Toolkit for Painless Object Detection
CCExtractor/Rekognition
Free and Open Source alternative to Amazon's Rekognition service. CCExtractor Development | Poor Man's Rekognition
peace195/tensorflow-lite-YOLOv3
YOLOv3: convert .weights to .tflite format for tensorflow lite. Convert .weights to .pb format for tensorflow serving
icodingc/ImageRetrieval-tf
基于tensorflow & tf-servering & flask 的图像检索
notAI-tech/fastDeploy
Deploy DL/ ML inference pipelines with minimal extra code.
yu-iskw/tensorflow-serving-example
Examples to server tensorflow models with tensorflow serving
BeyonderXX/tensorflow-serving-tutorial
A tutorial of building tensorflow serving service from scratch
google-aai/tf-serving-k8s-tutorial
A Tutorial for Serving Tensorflow Models using Kubernetes
digital-nomad-cheng/Hair_Segmentation_Keras
Implement some hair segmentation network and a color similarity calculating method.
MaybeShewill-CV/nsfw-classification-tensorflow
NSFW classify model implemented with tensorflow.
carlomazzaferro/kryptoflow
Real-time analysis of bitcoin markets with Kafka and Tensorflow Serving
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.
lightbend/model-serving-tutorial
Code and presentation for Strata Model Serving tutorial
himanshurawlani/practical_intro_to_tf2
Building an image classifier in TF2
gyang274/visual-search
Create a visual search engine using tensorflow serving, elasticsearch, vuejs and nginx.
nghuyong/bert-classification-tf-serving
Use BERT to train a classification model and deploy the model by tensorflow serving
lucko515/image-search-engine
End-to-end image search engine based on the Deep learning techniques.
em3s/tensorflow-scala
A Scala binding of TensorFlow for Serving TensorFlow Models (Provides RESTful API)
wangermeng2021/Scaled-YOLOv4-tensorflow2
A Tensorflow2.x implementation of Scaled-YOLOv4 as described in Scaled-YOLOv4: Scaling Cross Stage Partial Network
alexellis/tensorflow-serving-openfaas
Example of using TensorFlow Serving with OpenFaaS
fpaupier/tensorflow-serving_sidecar
Serve machine learning models using tensorflow serving
guillaumegenthial/tf-estimator-basics
Train, predict, export and reload a tf.estimator for inference
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.