Go to your local paint store, like a Kelly Moore, Kwal, Diamond Vogel, Sherwin Williams and so on. Depot and Lowes I think also carry them. Ask for Klean-Strip products, they work well. Wear gloves, long sleeve shirt, and eye protection because this stuff will irritate the skin. There are more powerful removers, but the caustic level goes up as well. Read and follow the directions, and you should get the results you are looking for. Do scrape off as much of the loose stuff that you can first without damaging the wood underneath, it will make for an easier job. There will be sanding after all the material has been removed and allowed to dry, but the sanding should be fairly easy. I owned and operated a painting business for 17 years and have well over 20 years experience in that field. I have used Klean-Strip many times, so I know it works. Make sure you have a bucket or small cardboard box to deposit the scraping into. Use a 3 inch putty knife for scraping.
Best of luck,
JCarney