I've just written a long post http://www.reddit.com/r/badhistory/comments/285382/june_moratorium_thread_14_june_2014_rommel_being/ci7sswf to explain this guy. Short answer: likely yes
He also deserves our respect because, although a loyal German soldier, he came to hate Hitler and all his works, and took part in the conspiracy to rescue Germany by displacing the maniac and tyrant. For this, he paid the forfeit of his life. In the sombre wars of modern democracy, chivalry finds no place ... Still, I do not regret or retract the tribute I paid to Rommel, unfashionable though it was judged.
Allow me to add that on top of the sources quoted by Treebeard, we have indirect accounts of how Rommel's stance toward the German resistance developed: There's a secretly recorded account by then-captured General Heinrich Eberbach as well as the post-war accounts by Lieutenant Generals Alfred Gause and Hans Speidel, who both knew Rommel well - indeed Speidel was himself part of the plot and the one to initiate the contact between the plotters and Rommel. Yet another account comes from Hans Bernd Gisevius, an early member of the German resistance who managed to hide after the plot and then flee to Switzerland.
From those accounts it seems that at least initially, Rommel disapproved of the July Plotters' plan to assassinate Hitler which he saw as backstabbing murder that he feared would also martyr Hitler; instead Rommel preferred to arrest and try Hitler in court. However later in 1944, after having openly clashed with Hitler at meeting at the latter's Berghof (June 29th) and after having met with members of the conspiracy like Lieutenant Colonel Caesar von Hofacker (July 9th) etc. Rommel seems to have finally agreed to lend his support to the conspiracy.