Yes, it reduces the filesize, but depending on how much you compress them it can lose some quality.
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it depends on the format.
Compressed JPG's DO lose quality, by losing edge definition.
Compressed PNG's and TIF's NO NOT lose quality.
Compressed GIF's lose colour depth.
BMP's cannot be compressed.
Scratch, I believe, uses JPEG compression.
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