Sometimes, if the image is simple, consider lower the color depth of the image. Squoosh is an online tool to help you to optimize the bitmap image. Android support multiple image format, JPEG, GIF, PNG, WebP, HEIF. Choose the one which fits you most.
Using VectorDrawable is also a good way to reduce the file size of the image.