Yesterday I learned to created some basic favicons using GIMP. It was frustrating to begin with but then I figured it out -
1. start with 16x16 px
2. zoom it to upto 800%
3. reduce the brush size to minuscule ...but still it didn't work quite well. However using text works just fine.