Project Name	Stars	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Flower	3,545	6	3 months ago	28	November 28, 2023	374	apache-2.0	Python
Flower: A Friendly Federated Learning Framework
Gnes	1,095		4 years ago			16	other	Python
GNES is Generic Neural Elastic Search, a cloud-native semantic search system based on deep neural network.
Model_server	618	4	3 months ago	6	September 18, 2023	37	apache-2.0	C++
A scalable inference server for models optimized with OpenVINO™
Hivemq Mqtt Tensorflow Kafka Realtime Iot Machine Learning Training Inference	159		3 years ago			4	apache-2.0	Jupyter Notebook
Real Time Big Data / IoT Machine Learning (Model Training and Inference) with HiveMQ (MQTT), TensorFlow IO and Apache Kafka - no additional data store like S3, HDFS or Spark required
Keras Serving	147		5 years ago			5	apache-2.0	Python
bring keras-models to production with tensorflow-serving and nodejs + docker :pizza:
Tensorflow Serving Example	86		5 years ago			3		Python
Examples to server tensorflow models with tensorflow serving
Tensorflow Serving Java Grpc Kafka Streams	85		4 years ago			2	apache-2.0	Java
Kafka Streams + Java + gRPC + TensorFlow Serving => Stream Processing combined with RPC / Request-Response
Model Server	76		6 months ago	3	October 09, 2020	1	mit	Python
gRPC server for hosting ML models trained on any framework in python
Mrcnn_serving_ready	72		4 years ago			14	mit	Python
🛠 Converting Mask R-CNN Keras model to Tensorflow model and Serving model
Tensorflow_web_deploy	53		7 years ago			2		Python
Deploy tensorflow inception-v3 model as web service running on gunicorn/flask instead of grpc.

Alternatives To Tensorflow Serving Api

Select To Compare

Flower ⭐ 3,545

Flower: A Friendly Federated Learning Framework

dependent packages 6total releases 28most recent commit 3 months ago

Gnes ⭐ 1,095

GNES is Generic Neural Elastic Search, a cloud-native semantic search system based on deep neural network.

most recent commit 4 years ago

Model_server ⭐ 618

A scalable inference server for models optimized with OpenVINO™

dependent packages 4total releases 6most recent commit 3 months ago

Hivemq Mqtt Tensorflow Kafka Realtime Iot Machine Learning Training Inference ⭐ 159

Real Time Big Data / IoT Machine Learning (Model Training and Inference) with HiveMQ (MQTT), TensorFlow IO and Apache Kafka - no additional data store like S3, HDFS or Spark required

most recent commit 3 years ago

Keras Serving ⭐ 147

bring keras-models to production with tensorflow-serving and nodejs + docker :pizza:

most recent commit 5 years ago

Tensorflow Serving Example ⭐ 86

Examples to server tensorflow models with tensorflow serving

most recent commit 5 years ago

Tensorflow Serving Java Grpc Kafka Streams ⭐ 85

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

most recent commit 4 years ago

Model Server ⭐ 76

gRPC server for hosting ML models trained on any framework in python

total releases 3most recent commit 6 months ago

Mrcnn_serving_ready ⭐ 72

🛠 Converting Mask R-CNN Keras model to Tensorflow model and Serving model

most recent commit 4 years ago

Tensorflow_web_deploy ⭐ 53

Deploy tensorflow inception-v3 model as web service running on gunicorn/flask instead of grpc.

most recent commit 7 years ago

Suggest An Alternative To tensorflow-serving-api

Alternative Project Comparisons

Tensorflow Serving Api vs Flower

Tensorflow Serving Api vs Gnes

Tensorflow Serving Api vs Model_server

Tensorflow Serving Api vs Hivemq Mqtt Tensorflow Kafka Realtime Iot Machine Learning Training Inference

Tensorflow Serving Api vs Keras Serving

Tensorflow Serving Api vs Tensorflow Serving Example

Tensorflow Serving Api vs Tensorflow Serving Java Grpc Kafka Streams

Tensorflow Serving Api vs Model Server

Tensorflow Serving Api vs Mrcnn_serving_ready

Tensorflow Serving Api vs Tensorflow_web_deploy

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