Batch plot the log files exported from VisualDL using Matplotlib.
Project description
VDLdraw
Batch plot the log files exported from VisualDL using Matplotlib.
VisualDL | VDLdraw |
---|---|
How to install
It can be installed through pip
:
pip install vdldraw
How to use
Online experiences in AI Studio (Chinese).
from vdldraw import get_tags, vdl_draw_folder
## 1.View available tags
get_tags(log_folder)
# Output like this:
# ['Evaluate/F1', 'Train/loss', 'Evaluate/mIoU', 'Evaluate/Acc']
## 2.Make up tags to be displayed
tag_list = ['Evaluate/mIoU', 'Evaluate/Acc']
## 3.Save image
vdl_draw_folder(log_folder, tag_list, save_folder="output", mplstyle=None)
# Args:
# log_folder (str): Folder path where logs are saved.
# tag_list (list): List of tags to be displayed.
# save_folder (str, option): Folder path to save pictures. Default: "output".
# mplstyle (str/path): Matplotlib style system. Default: None(Styles defined using VDLdraw).
Colormap
Colormap reference antv's contrasting orange, 20 colors in total.
Style
If you need use some styles, you could use SciencePlots. This repo has Matplotlib styles to format your figures for scientific papers, presentations and theses.
Project details
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
vdldraw-0.1.7.tar.gz
(6.3 kB
view details)
Built Distribution
vdldraw-0.1.7-py3-none-any.whl
(10.6 kB
view details)
File details
Details for the file vdldraw-0.1.7.tar.gz
.
File metadata
- Download URL: vdldraw-0.1.7.tar.gz
- Upload date:
- Size: 6.3 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.7.1 importlib_metadata/4.10.0 pkginfo/1.8.2 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.61.1 CPython/3.8.10
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 66ed065de8d552b369c46e42f8d5da332790ea7e379d42408b1b5bae26c362ee |
|
MD5 | 20a5f3dff0a6f37984c51e228cefa6be |
|
BLAKE2b-256 | 44ae1ca96a5ca9b15be08ccab46046f06a193215b56a193ac0cb16e4d7453ec4 |
File details
Details for the file vdldraw-0.1.7-py3-none-any.whl
.
File metadata
- Download URL: vdldraw-0.1.7-py3-none-any.whl
- Upload date:
- Size: 10.6 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.7.1 importlib_metadata/4.10.0 pkginfo/1.8.2 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.61.1 CPython/3.8.10
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 256b9511901f8004ee62312f9003da701056373a13bceb1fa83ee41e612f49d1 |
|
MD5 | 90e3bc6b6c2c5501e9f39a1be7f814bc |
|
BLAKE2b-256 | 5a1ff8a75b22891b7f699b7fb0e320eb73d79c84889e6b786626ca6055038202 |