1, the simplest and most direct way is to open your picture with the "drawing" software that comes with WINDOWS, save it as a 24-bit bitmap, and then use the "drawing" software to save the BMP picture just generated in JPG format, which will be much thinner.
2, using specific software, commonly used: lossless image slimming-Resize Magic.