Yes, you can still be charged with petit larceny if you take something by mistake. However, if you can prove that you took it in error and not with the intention to steal, you may be able to avoid a conviction. You should speak with an experienced criminal defense attorney if you’ve been charged in order to evaluate your options and determine the best course of action for your case.