Top 15 Python Sam Projects

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1. serverless-application-model

   1 113 9,560 8.5 Python

   The AWS Serverless Application Model (AWS SAM) transform is a AWS CloudFormation macro that transforms SAM templates into CloudFormation templates.

   

   Project mention: Dynamic Looping Comes to AWS SAM | dev.to | 2026-05-18

   AWS SAM CLI, the command-line tool for building and deploying serverless applications, now supports AWS CloudFormation Language Extensions. The one I am most excited about is Fn::ForEach, which brings dynamic looping to your YAML templates, but it's close. If you, like me, have been copy-pasting resource definitions to infinity, that stops today.

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3. X-AnyLabeling

   2 3 9,473 9.6 Python

   Effortless data labeling with AI support from Segment Anything and other awesome models.

   

   Project mention: Just added SAM3 video object tracking to X-AnyLabeling! | dev.to | 2026-01-03

   Setup guide: https://github.com/CVHub520/X-AnyLabeling/blob/main/examples/interactive_video_object_segmentation/sam3/README.md

4. aws-sam-cli

   3 25 6,717 9.8 Python

   CLI tool to build, test, debug, and deploy Serverless applications using AWS SAM

   

   Project mention: Dynamic Looping Comes to AWS SAM | dev.to | 2026-05-18

   This has been one of the most requested features in SAM CLI history (#5647 had years of community upvotes), and the implementation covers the full command surface. Dynamic looping in YAML, supported end-to-end. Define your resources once, generate as many as you need, and deploy with the same workflow you already know.

5. InternGPT

   4 5 3,203 2.9 Python

   InternGPT (iGPT) is an open source demo platform where you can easily showcase your AI models. Now it supports DragGAN, ChatGPT, ImageBind, multimodal chat like GPT-4, SAM, interactive image editing, etc. Try it at igpt.opengvlab.com (支持DragGAN、ChatGPT、ImageBind、SAM的在线Demo系统)

   

6. sam

   5 3 1,975 0.0 Python

   SAM: Sharpness-Aware Minimization (PyTorch)

   

7. comfyui_segment_anything

   6 2 1,096 4.9 Python

   Based on GroundingDino and SAM, use semantic strings to segment any element in an image. The comfyui version of sd-webui-segment-anything.

   

8. AS-One

   7 6 611 8.9 Python

   Easy & Modular Computer Vision Detectors, Trackers & SAM - Run YOLOv9,v8,v7,v6,v5,R,X in under 10 lines of code.

   

9. TinySAM

   8 1 546 4.7 Python

   [AAAI 2025] Official PyTorch implementation of "TinySAM: Pushing the Envelope for Efficient Segment Anything Model"

   

10. Hi-SAM

    9 1 359 4.9 Python

    [IEEE TPAMI] Hi-SAM: Marrying Segment Anything Model for Hierarchical Text Segmentation

    

11. aws-blog.de-projects

    10 27 63 5.4 Python

    Projects and examples for https://www.tecracer.com/blog

    

    Project mention: Comparing AWS Lambda ARM64 vs. x86_64 Performance Across Runtimes in Late 2025 | news.ycombinator.com | 2025-12-02

    Would be interesting to add a cold start + "import boto3" benchmark for Python as importing boto3 takes forever on lambdas with little memory. For this scenario I only know this benchmark but it is from 2021 https://github.com/MauriceBrg/aws-blog.de-projects/tree/mast...

12. aws-sam-build-images

    11 1 56 7.0 Python

    AWS SAM build images

    

13. simple-sam

    12 1 41 0.0 Python

    Sharpness-Aware Minimization for Efficiently Improving Generalization

    

14. samat

    13 1 41 3.7 Python

    SAM Annotaton Tool

    

15. auto-vid

    14 1 5 8.8 Python

    A production-ready serverless video enrichment pipeline that uses a declarative JSON format to automatically add AI-powered TTS, music, and sound effects to video.

    

    Project mention: Show HN: Serverless video processing with AWS Lambda | news.ycombinator.com | 2025-07-02

16. aws-cdk-sam-demo

    15 1 1 0.0 Python

    A demo of how to use AWS SAM to test lambda and API Gateway locally generated with AWS CDK.

    

Python Sam related posts

• Dynamic Looping Comes to AWS SAM

  4 projects | dev.to | 18 May 2026

• Building an Automated AWS Billing Report System with SAM and Microsoft Teams

  2 projects | dev.to | 18 Jan 2026

• Forzar nuevas versiones de AWS Lambda cuando solo cambias dependencias

  1 project | dev.to | 9 Jan 2026

• Just added SAM3 video object tracking to X-AnyLabeling!

  1 project | dev.to | 3 Jan 2026

• Show HN: X-AnyLabeling – An open-source multimodal annotation ecosystem for CV

  1 project | news.ycombinator.com | 13 Dec 2025

• Automating AWS WAF IP Threat list with ProxyCheck.io

  1 project | dev.to | 11 Sep 2025

• Building AWS Lambda Functions

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