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amazon-sagemaker-tensorflow-custom-containers

juvchan•PUBLIC

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This project shows step-by-step guide on how to build a real-world flower classifier of 102 flower types using TensorFlow, Amazon SageMaker, Docker and Python in a Jupyter Notebook.

amazonsagemakerawsclassification-modeldeep-learningdocker-containertensorflow-datasets

Apache License 2.0

Created on Sep 9, 2020

Updated on Sep 29, 2025

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Repository Health Score

❤️

25/100

Poor

Overall repository health assessment

Score Breakdown

Activity

Inactive - no updates in 3+ months

0/30

Recent Commits

Update tensorflow to 2.3.1

Juv Chan•5 years ago

929920aView on GitHub

Merge pull request #1 from juvchan/dependabot/pip/tensorflow-gpu-2.3.1

Juv Chan•5 years ago

a9ccebdView on GitHub

Bump tensorflow-gpu from 2.3.0 to 2.3.1

dependabot[bot]•5 years ago

cdf8b5eView on GitHub

Fix Typo

Juv Chan•5 years ago

ad37d33View on GitHub

Update SageMaker role

Juv Chan•5 years ago

2bc937eView on GitHub

Fix typo and update SageMaker role

Juv Chan•5 years ago

a5f5573View on GitHub

Initial commit

Juv Chan•5 years ago

17da6f8View on GitHub

Initial commit

Juv Chan•5 years ago

9b88c4eView on GitHub

View all commits

tensorflow-hub

tensorflow-serving

tensorflow2

transfer-learning

Community

8 stars, 6 forks

0/30

Documentation

Has description, wiki, license

20/20

100%

Maintenance

50.0% issue ratio

5/20

25%

Health score is calculated based on activity, community engagement, documentation quality, and maintenance practices

Languages

Jupyter Notebook

99.9%

Python

0.1%

Dockerfile

0.0%

Dependencies

No package.json found

This might not be a Node.js project

Top Contributors

dependabot[bot]

Bot

commits

Languages

Jupyter Notebook

99.9%

Python

0.1%

Dockerfile

0.0%

Dependencies

No package.json found

This might not be a Node.js project

Recent Commits

Update tensorflow to 2.3.1

Juv Chan•5 years ago

929920aView on GitHub

Merge pull request #1 from juvchan/dependabot/pip/tensorflow-gpu-2.3.1

Juv Chan•5 years ago

a9ccebdView on GitHub

Bump tensorflow-gpu from 2.3.0 to 2.3.1

dependabot[bot]•5 years ago

cdf8b5eView on GitHub

Fix Typo

Juv Chan•5 years ago

ad37d33View on GitHub

Update SageMaker role

Juv Chan•5 years ago

2bc937eView on GitHub

Fix typo and update SageMaker role

Juv Chan•5 years ago

a5f5573View on GitHub

Initial commit

Juv Chan•5 years ago

17da6f8View on GitHub

Initial commit

Juv Chan•5 years ago

9b88c4eView on GitHub

View all commits

Top Contributors

dependabot[bot]

Bot

commits