The main purpose of this question is to know what is the best option to choose between PNG and JPG for android development considering the following scenarios
It's a question of quality of the images. If you're ok with the loss of quality just use it instead.
A bitmap file is a .png, .jpg, or .gif file. Android creates a Drawable resource for any of these files when you save them in the res/drawable/ directory.