From 9769beb9a4f288e45247584555857ab7dfe60aec Mon Sep 17 00:00:00 2001 From: Gabriel Godefroy Date: Thu, 7 Nov 2024 09:30:32 +0100 Subject: [PATCH 1/2] Fix typo in semantic-segmentation-and-dataset.md --- chapter_computer-vision/semantic-segmentation-and-dataset.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/chapter_computer-vision/semantic-segmentation-and-dataset.md b/chapter_computer-vision/semantic-segmentation-and-dataset.md index a0c7611752..a0e436bc5c 100644 --- a/chapter_computer-vision/semantic-segmentation-and-dataset.md +++ b/chapter_computer-vision/semantic-segmentation-and-dataset.md @@ -39,7 +39,7 @@ distinguish them from semantic segmentation as follows. ## The Pascal VOC2012 Semantic Segmentation Dataset -[**On of the most important semantic segmentation dataset +[**One of the most important semantic segmentation dataset is [Pascal VOC2012](http://host.robots.ox.ac.uk/pascal/VOC/voc2012/).**] In the following, we will take a look at this dataset. From 3add03a78ff5da0cb0bdaafeca7b890773418736 Mon Sep 17 00:00:00 2001 From: Gabriel Godefroy Date: Tue, 12 Nov 2024 13:15:50 +0100 Subject: [PATCH 2/2] Update hyperopt-api.md --- chapter_hyperparameter-optimization/hyperopt-api.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/chapter_hyperparameter-optimization/hyperopt-api.md b/chapter_hyperparameter-optimization/hyperopt-api.md index 8135aa94e4..2a91c3aefd 100644 --- a/chapter_hyperparameter-optimization/hyperopt-api.md +++ b/chapter_hyperparameter-optimization/hyperopt-api.md @@ -178,7 +178,7 @@ def bookkeeping(self, config: dict, error: float, runtime: float): We now use our new implementation of random search to optimize the *batch size* and *learning rate* of the `LeNet` convolutional neural network -from :numref:`sec_lenet`. We being by defining the objective function, which +from :numref:`sec_lenet`. We begin by defining the objective function, which will once more be validation error. ```{.python .input n=9}