inference
Model deployment hub
A platform for deploying and fine-tuning computer vision models in production-ready environments.
A fast, easy-to-use, production-ready inference server for computer vision supporting deployment of many popular model architectures and fine-tuned models.
1k stars
23 watching
137 forks
Language: Python
last commit: about 1 month ago
Linked from 2 awesome lists
classificationcomputer-visiondeploymentdockerhacktoberfestinferenceinference-apiinference-serverinstance-segmentationjetsonmachine-learningobject-detectiononnxpythontensorrtvityolo11yolov5yolov7yolov8
ethicalml/awesome-production-machine-learning
amrzv/awesome-colab-notebooksRelated projects:
| Repository | Description | Stars |
|---|---|---|
 ebhy/budgetml | Simplifies deployment of machine learning models to production-ready endpoints with minimal configuration and cost. | 1,341 |
 balavenkatesh3322/model_deployment | Provides tools and frameworks for deploying machine learning models in production environments | 73 |
 seldonio/mlserver | An inference server for machine learning models with support for multiple frameworks and scalable deployment options. | 737 |
 mlcommons/inference | Measures the performance of deep learning models in various deployment scenarios. | 1,256 |
 caraml-dev/merlin | A platform for deploying and serving machine learning models in a scalable, cost-efficient, and easy-to-use manner | 168 |
 tpoisonooo/llama.onnx | A project providing onnx models and tools for inference with LLaMa transformer model on various devices | 356 |
 nndeploy/nndeploy | An end-to-end model deployment framework providing cross-platform simplicity and high performance | 662 |
 combust/mleap | Enables deployment of machine learning pipelines from Spark and Scikit-Learn to production | 1,506 |
 utensor/utensor | A lightweight machine learning inference framework built on Tensorflow optimized for Arm targets. | 1,742 |
 keras-team/keras-hub | A unified interface to various deep learning architectures | 818 |
 hxyou/idealgpt | A deep learning framework for iteratively decomposing vision and language reasoning via large language models. | 32 |
 deploykf/deploykf | Builds machine learning platforms on Kubernetes by combining popular tools and services | 381 |
 hubfire/muti-branch-ddpg-carla | An implementation of a reinforcement learning algorithm using multi-branch architecture and Deep Deterministic Policy Gradients (DDPG) to control autonomous vehicles in simulation environments. | 81 |
 patriciogonzalezvivo/prisma | A software framework for performing multiple inferences from images or videos and exporting derived data for various applications. | 240 |
| roboflow/maestro | A tool to streamline fine-tuning of multimodal models for vision-language tasks | 1,415 |