If you go to Global > Tags > your tag here > markdown file. It will not show the images in the markdown file. However if you go to where you have the markdown file stored in the database and view it from there, the images show while viewing the file
Example of image link:
Layout
Folder:
Markdown.md
image1.png
Folder:
Markdown2.md
image1.png