OCR in Python. There isn't any, to speak of. While there do exist a few open-source OCR projects (Conjecture seems to have a great deal of promise!), none of them play well with Python. I may want to rectify that at some point.
Anyway, growing bored of simply writing AutoHotKey scripts to play Tower Defense, I quickly realized that I really needed a tool to start the game for me, and track the score and other stats for later analysis.
Well. That was fun, and it worked, but I really wanted something to monitor the score for me, and timing, and ... stuff. Which meant that I would have to read the actual graphical screen, because there's no handy-dandy textual output on that Flash app.
You'd think that would be trivial in 2007. But you'd be wrong.
Getting a snapshot of the screen was easy enough. I wrapped win32gui to get a window handle by the title (I'll document this later: Idtl), then installed PIL to grab the actual graphical data and manipulate it. To warm up with that, I set a timer to grab a four-pixel chunk of the screen so I could see whether the Flash had started or not (Tower Defense goes through an ad screen, then a splash screen, and only then does the game start.) That took a little putzing around, but the result was gratifying: my little utility could tell me when the game was ready to play. As long as the window was on my primary monitor, anyway (turns out PIL is not good with multiple monitors -- who knew?) So it turned out I had to move the window before all that.
And then I could grab the sections of the screen with the numbers on them for score, bonus, lives, timer, and money... And then it all screeched to a halt, because there are no open-source Python OCR libraries. At all. And clearly I don't have the time to adapt something -- hell, I don't even have time to do all this. I don't even have time to write this blog entry.
So of course I did the natural thing. I wrote my own special-purpose OCR, because clearly that would be saving time. I saved four hours before I started falling asleep, and it still can't tell 8 from 0 (but it does a fine job on the rest of the digits.) It was a lot of fun, actually. Idtl.
So. Proposal. It would be nice to work some with Conjecture, and produce the following: (1) a Python binding that can work in memory with PIL bitmaps, (2) a Web submitter for test graphics, and (3) an online tester and test database reporter. That would be really cool. Of course, only wIht.