diff --git a/readme.md b/readme.md index 30f41bf..ce2c274 100644 --- a/readme.md +++ b/readme.md @@ -18,12 +18,12 @@ Your improvements and suggestions are welcome. ### Related Projects -* A Python-based salient object detection and video object segmentation evaluation toolbox. +- A Python-based salient object detection and video object segmentation evaluation toolbox. ## TODO List -* [X] Speed up the calculation of Emeasure. -* [X] Add the necessary documentation for different functions. +- [x] Speed up the calculation of Emeasure. +- [x] Add the necessary documentation for different functions. ## Compared with Matlab Code from Fan @@ -36,10 +36,8 @@ matlab: Smeasure:0.903; wFmeasure:0.558; MAE:0.037; adpEm:0.941; meanEm:0.957; m **NOTE** -The matlab code based here -needs to change `Bi_sal(sal>threshold)=1;` to `Bi_sal(sal>=threshold)=1;`. - -For related discussion, please see: +- The matlab code based here needs to change `Bi_sal(sal>threshold)=1;` to `Bi_sal(sal>=threshold)=1;`. For related discussion, please see: +- 2021-12-20 (version `1.3.0`): Due to the difference between numpy and matlab, in version `1.2.x`, there are very slight differences on some metrics between the results of the matlab code and ours. The recent PR (https://github.com/lartpang/PySODMetrics/pull/3) alleviated this problem. However, there are still very small differences on E-measure. The results in most papers are rounded off to three or four significant figures, so, there is no obvious difference between the new version and the version `1.2.x` for them. ## Usage @@ -61,13 +59,13 @@ pip install pysodmetrics ### Examples -* <./examples/test_metrics.py> -* <./examples/metric_recorder.py> +- <./examples/test_metrics.py> +- <./examples/metric_recorder.py> ## Thanks -* - - By DengPingFan() +- + - By DengPingFan() ## Reference diff --git a/readme_zh.md b/readme_zh.md index f220062..0b34d78 100644 --- a/readme_zh.md +++ b/readme_zh.md @@ -5,10 +5,10 @@ ## 介绍 -一份简单有效的SOD指标实现 +一份简单有效的 SOD 指标实现 - 基于`numpy`和极少量`scipy.ndimage`代码 -- 基于DengPing Fan +- 基于 DengPing Fan - 结构简单，易于扩展 - 代码轻量且快速 @@ -16,11 +16,11 @@ ### 相关项目 -* A Python-based salient object detection and video object segmentation evaluation toolbox. +- A Python-based salient object detection and video object segmentation evaluation toolbox. -## 与范的Matlab代码的比较 +## 与范的 Matlab 代码的比较 -在我们的测试中 (测试代码可见`test`文件夹下内容)，结果与Fan的代码一致，如下: +在我们的测试中 (测试代码可见`test`文件夹下内容)，结果与 Fan 的代码一致，如下: ```text ours: Smeasure:0.903; wFmeasure:0.558; MAE:0.037; adpEm:0.941; meanEm:0.957; maxEm:0.967; adpFm:0.582; meanFm:0.577; maxFm:0.589 @@ -29,10 +29,8 @@ matlab: Smeasure:0.903; wFmeasure:0.558; MAE:0.037; adpEm:0.941; meanEm:0.957; m **注意** -此处基于的matlab代码需要将 -的`Bi_sal(sal>threshold)=1;`改为` Bi_sal(sal>=threshold)=1;`。 - -相关讨论见： +- 此处基于的 matlab 代码需要将 的`Bi_sal(sal>threshold)=1;`改为` Bi_sal(sal>=threshold)=1;`。相关讨论见： +- 2021-12-20 (Version `1.3.0`)：由于 numpy 和 matlab 的不同，在 `1.2.x` 版本中，matlab 代码的结果与我们的结果在某些指标上存在非常细微的差异。最近的 PR (https://github.com/lartpang/PySODMetrics/pull/3) 缓解了这个问题。但是，在 E-measure 上仍然存在非常小的差异。大多数论文中的结果都四舍五入到三四位有效数字，因此，新版本与“1.2.x”版本之间没有明显差异。 ## 使用 @@ -54,13 +52,13 @@ pip install pysodmetrics ### 示例 -* -* +- +- ## 感谢 -* - - By DengPingFan() +- + - By DengPingFan() ## 参考文献 diff --git a/version.txt b/version.txt index e8ea05d..f0bb29e 100644 --- a/version.txt +++ b/version.txt @@ -1 +1 @@ -1.2.4 +1.3.0