guchengxi1994/simple-tools-for-machine-learning

Simple tools for deep learning. Including computer vision, machine learning,...

30
/ 100
Emerging

This project provides a collection of specialized tools to help machine learning practitioners prepare and augment image datasets for computer vision tasks. It takes raw images or images with existing annotation files (like Pascal VOC, LabelMe JSON, or YOLO TXT) and outputs processed images and corresponding updated annotation files. Data scientists, machine learning engineers, and computer vision researchers can use these tools to streamline their data preprocessing workflows.

No commits in the last 6 months.

Use this if you need to convert between different image annotation formats or perform various image augmentation techniques on your dataset, with or without existing labels.

Not ideal if you are looking for a comprehensive, end-to-end machine learning platform with model training and deployment capabilities.

computer-vision image-processing data-preprocessing dataset-augmentation object-detection
Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 6 / 25
Maturity 16 / 25
Community 8 / 25

How are scores calculated?

Stars

21

Forks

2

Language

Dart

License

MIT

Last pushed

Dec 29, 2023

Commits (30d)

0

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/guchengxi1994/simple-tools-for-machine-learning"

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