mattmcclean / sam-pytorch-example
An example project showing how to use AWS Lambda to deploy your PyTorch model
☆53Updated 5 years ago
Alternatives and similar repositories for sam-pytorch-example:
Users that are interested in sam-pytorch-example are comparing it to the libraries listed below
- Lets you import Tensorflow + Keras from an AWS lambda☆86Updated 6 years ago
- Serve scikit-learn, XGBoost, TensorFlow, and PyTorch models with AWS Lambda container images support.☆99Updated 8 months ago
- A recipe of SageMaker Ground Truth Lambdas to be used for creating labeling jobs with custom task type☆26Updated 2 years ago
- Toolkit for running PyTorch training scripts on SageMaker. Dockerfiles used for building SageMaker Pytorch Containers are at https://gith…☆202Updated last month
- FastAI PyTorch Serverless API (w/ AWS Lambda)☆153Updated 6 years ago
- Lightweight tool to deploy PyTorch models to AWS Lambda☆125Updated 3 years ago
- SageMaker custom deployments made easy☆60Updated this week
- Distributed training with SageMaker's script mode using Horovod distributed deep learning framework☆32Updated 5 years ago
- A TensorFlow Serving solution for use in SageMaker. This repo is now deprecated.☆173Updated last year
- Build a Docker container to build, train and deploy fast.ai based Deep Learning models with Amazon SageMaker☆13Updated 6 years ago
- Creates a CloudFormation template that uses AWS StepFunctions to automate the building and training of Sagemaker custom models based on S…☆165Updated 5 years ago
- Reference implementation on labeling video frames using Amazon Rekognition. The repo also contains some OpenCV based video utilities for …☆39Updated 5 years ago
- You're one command away from deploying your Streamlit app on AWS Fargate!☆47Updated 4 years ago
- WARNING: This package has been deprecated. Please use the SageMaker Training Toolkit for model training and the SageMaker Inference Toolk…☆186Updated 4 years ago
- Implementations of Amazon SageMaker-compatible custom containers for training.☆25Updated 4 years ago
- Amazon SageMaker examples for prebuilt framework mode containers, a.k.a. Script Mode, and more (BYO containers and models etc.)☆171Updated last year
- This repo will teach you how to deploy an ML-powered web app to AWS Fargate from start to finish using Streamlit and AWS CDK☆107Updated 3 years ago
- Toolkit for allowing inference and serving with PyTorch on SageMaker. Dockerfiles used for building SageMaker Pytorch Containers are at h…☆138Updated 5 months ago
- amazon-sagemaker-cdk-examples uses AWS CDK to simplify common architectures in machine leaning operations using Sagemaker and other AWS s…☆68Updated last year
- Natural language processing & computer vision models optimized for AWS☆141Updated 2 years ago
- ☆95Updated 3 years ago
- ☆145Updated 2 years ago
- This repository shows how to train an object detection algorithm with Detectron2 on Amazon SageMaker☆28Updated 3 years ago
- Sample Jupyter Notebooks for Amazon Augmented AI (A2I)☆71Updated last year
- End to end code samples for training an object detection model in Amazon SageMaker using the built-in SSD algorithm and running it on AWS…☆39Updated 4 years ago
- Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.☆104Updated 2 years ago
- MNIST classifier implementation with PyTorch Lightning on Amazon SageMaker☆24Updated 2 years ago
- Toolkit for allowing inference and serving with MXNet in SageMaker. Dockerfiles used for building SageMaker MXNet Containers are at https…☆28Updated last year
- Post-process Amazon Textract results with Hugging Face transformer models for document understanding☆96Updated 3 months ago
- Hosting code-server on Amazon SageMaker☆54Updated last year