Gutenburg doesn't let upload images in gallery block

Problem/Motivation

While adding gallary block in one of my page. Few of the images looks broken in UI and in logs same error message occured multiple times,

TypeError: imagesx(): Argument #1 ($image) must be of type GdImage, null given in imagesx() (line 67 of /var/www/html/web/core/modules/system/src/Plugin/ImageToolkit/Operation/gd/Resize.php).

Steps to reproduce

Installed drupal 10.0.3
Installed gutenburg 8.2.7
Created page with template lock as none in content type.
Added gallery with multiple images in it.
Few of the images displayed correctly, however few were broken.