search

PaddlePaddle / PaddleSeg

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.
https://arxiv.org/abs/2101.06175
Apache License 2.0
8.6k stars 1.68k forks source link

Hyperparameter tuning and Ray for paddleseg #3565

Open Mimicvat opened 11 months ago

Mimicvat commented 11 months ago

问题确认 Search before asking

请提出你的问题 Please ask your question

Hi, I would like to know if there are scripts or libraries that do AutoML, similar to PyCaret and Auto-sklearn, on top of paddleseg? I would like to do a batch of scientific experiments changing the loss parameters, testing various models and augmentations and then save all the results and weights in a systematic way so that I can analyze them later. From what I've researched, there's a similar project for mmsegmentation https://github.com/SIAnalytics/siatune

Or some easy way to integrate Ray into paddleseg https://docs.ray.io/en/latest/tune/

shiyutang commented 11 months ago

We have not yet integrate this feature, you can help us add it.