naity/image_tabular

Integrate image and tabular data for deep learning

55
/ 100
Established

This helps data scientists and machine learning engineers combine image data (like medical scans or satellite photos) with corresponding structured data (such as patient demographics or land usage statistics) into a single dataset. You input separate image and tabular datasets, and it outputs an integrated dataset ready for training advanced deep learning models. This is for professionals building predictive models that benefit from both visual and descriptive information.

No commits in the last 6 months. Available on PyPI.

Use this if you need to build a deep learning model that simultaneously analyzes both images and traditional structured data to make predictions or classifications.

Not ideal if your problem only involves image data or only tabular data, as it's designed specifically for integrating both.

deep-learning medical-imaging-analysis remote-sensing predictive-modeling data-integration
Stale 6m
Maintenance 0 / 25
Adoption 9 / 25
Maturity 25 / 25
Community 21 / 25

How are scores calculated?

Stars

91

Forks

41

Language

Jupyter Notebook

License

Apache-2.0

Last pushed

Apr 12, 2023

Commits (30d)

0

Dependencies

4

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/naity/image_tabular"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.