i only change my icon when i'm on twitter for desktop since changing your icon on mobile would definitely lower the quality! i photoshop my icons and i use certain filter layers for the higher quality and colour alterations. i do recommend cropping your icon 400x400 on any editing software as the bare minimum, and play around with sharpening your icon and reducing the noise to your liking. hope that helps!