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The Top 23 Docker Deep Learning Inference Open Source Projects

Open source projects categorized as Docker Deep Learning Inference
Categories > Machine Learning > Deep Learning
Categories > Virtualization > Docker
Categories > Machine Learning > Inference
Serve ⭐ 3,844
Serve, optimize and scale PyTorch models in production
dependent packages 15total releases 22most recent commit 3 months agopypi torchserve} Downloads
Serving ⭐ 834
A flexible, high-performance carrier for machine learning models（『飞桨』服务化部署框架）
dependent packages 4total releases 21most recent commit 7 months agopypi paddle-serving-client} Downloads
Gpu Rest Engine ⭐ 391
A REST API for Caffe using Docker and Go
most recent commit 6 years ago
Sagemaker Inference Toolkit ⭐ 336
Serve machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.
dependent packages 4total releases 48most recent commit 5 months agopypi sagemaker-inference} Downloads
Bmw Tensorflow Inference Api Gpu ⭐ 310
This is a repository for an object detection inference API using the Tensorflow framework.
most recent commit 2 years ago
Bmw Labeltool Lite ⭐ 288
This repository provides you with an easy-to-use labeling tool for State-of-the-art Deep Learning training purposes. It supports Auto-Labeling.
most recent commit a year ago
Bmw Yolov4 Inference Api Gpu ⭐ 276
This is a repository for an nocode object detection inference API using the Yolov3 and Yolov4 Darknet framework.
most recent commit 2 years ago
Bmw Yolov4 Inference Api Cpu ⭐ 212
This is a repository for an nocode object detection inference API using the Yolov4 and Yolov3 Opencv.
most recent commit 2 years ago
Yolov4 Triton Tensorrt ⭐ 184
This repository deploys YOLOv4 as an optimized TensorRT engine to Triton Inference Server
most recent commit 2 years ago
Bmw Tensorflow Inference Api Cpu ⭐ 182
This is a repository for an object detection inference API using the Tensorflow framework.
most recent commit 2 years ago
Bmw Anonymization Api ⭐ 137
This repository allows you to anonymize sensitive information in images/videos. The solution is fully compatible with the DL-based training/inference solutions that we already published/will publish for Object Detection and Semantic Segmentation.
most recent commit 2 years ago
Kafka Ml ⭐ 131
Kafka-ML: connecting the data stream with ML/AI frameworks (now TensorFlow and PyTorch!)
most recent commit 3 months ago
Fastai Serving ⭐ 117
A Docker image for serving fast.ai models, mimicking the API of Tensorflow Serving
most recent commit 4 years ago
Torchlambda ⭐ 94
Lightweight tool to deploy PyTorch models to AWS Lambda
most recent commit 2 years ago
Fastdeploy ⭐ 90
Deploy DL/ ML inference pipelines with minimal extra code.
total releases 56most recent commit 4 months ago
Openlabeler ⭐ 88
OpenLabeler is an open source desktop application for annotating objects for AI appplications
most recent commit a year ago
Yolov5_torchserve ⭐ 82
Torchserve server using a YoloV5 model running on docker with GPU and static batch inference to perform production ready and real time inference.
most recent commit a year ago
Bmw Intelopenvino Detection Inference Api ⭐ 70
This is a repository for a No-Code object detection inference API using the OpenVINO. It's supported on both Windows and Linux Operating systems.
most recent commit 2 years ago
Bmw Semantic Segmentation Inference Api Gpu Cpu ⭐ 54
This is a repository for a Semantic Segmentation inference API using the Gluoncv CV toolkit
most recent commit 2 years ago
Bmw Intelopenvino Segmentation Inference Api ⭐ 31
This is a repository for a semantic segmentation inference API using the OpenVINO toolkit
most recent commit 2 years ago
Dl Benchmark ⭐ 21
Deep Learning Inference benchmark. Supports Intel® Distribution of OpenVINO™ Toolkit, Caffe, TensorFlow, TensorFlow Lite, ONNX Runtime, OpenCV DNN, MXNet, PyTorch and Apache TVM
most recent commit 3 months ago
Neon Workshop ⭐ 20
A Pachyderm deep learning tutorial for conference workshops
most recent commit 7 years ago
Tensorrt ⭐ 6
This repository contains docker image of ubuntu16.04+cuda9.0+cudnn7.0+tensorrt3.0
most recent commit 6 years ago
The 3 Most Depended On Docker Deep Learning Inference Open Source Projects
Serve ⭐ 3,844
Serve, optimize and scale PyTorch models in production
dependent packages 15total releases 22latest release October 12, 2023most recent commit 3 months agopypi torchserve} Downloads
Serving ⭐ 834
A flexible, high-performance carrier for machine learning models（『飞桨』服务化部署框架）
dependent packages 4total releases 21latest release May 24, 2022most recent commit 7 months agopypi paddle-serving-client} Downloads
Sagemaker Inference Toolkit ⭐ 336
Serve machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.
dependent packages 4total releases 48latest release October 25, 2023most recent commit 5 months agopypi sagemaker-inference} Downloads
The 4 Latest Releases In Docker Deep Learning Inference Open Source Projects
Fastdeploy ⭐ 90
Deploy DL/ ML inference pipelines with minimal extra code.
total releases 56latest release November 29, 2023most recent commit 4 months ago
Sagemaker Inference Toolkit ⭐ 336
Serve machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.
dependent packages 4total releases 48latest release October 25, 2023most recent commit 5 months agopypi sagemaker-inference} Downloads
Serve ⭐ 3,844
Serve, optimize and scale PyTorch models in production
dependent packages 15total releases 22latest release October 12, 2023most recent commit 3 months agopypi torchserve} Downloads
Serving ⭐ 834
A flexible, high-performance carrier for machine learning models（『飞桨』服务化部署框架）
dependent packages 4total releases 21latest release May 24, 2022most recent commit 7 months agopypi paddle-serving-client} Downloads
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