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    <p>There is no GUI of OpenCV able to do what you want. You will be able to <strong>use</strong> OpenCV for some aspects of your problem, but there is no ready-made solution waiting there for you.</p> <p>While it's definitely possible to solve your problem, the learning curve for this problem is quite long. If you're a professional, then an alternative to learning about it yourself would be to hire an expert to do it for you. It would cost money, but save you time.</p> <p><strong>EDIT</strong></p> <p>As far as template matching goes, you wouldn't normally use it to solve such a problem because the thing you're looking for is changing appearance and shape. There aren't really any "dynamic parameters to set". The closest thing you could try is have a <strong>massive</strong> template collection that would try to cover the expected forms that your target may take. But it would hardly be an elegant solution. Plus it wouldn't scale.</p> <p>Next, to your point about face recognition. This is kind of related, but most facial recognition applications deal with a controlled environment: lighting, distance, pose, angle, etc. Outside of that controlled environment face detection effectiveness drops significantly. If you're detecting objects in a movie, then your environment isn't really controlled.</p> <p>You may want to first try a simpler problem of accurately detecting <strong>where</strong> the characters are, without determining <strong>who</strong> they are (video surveillance, essentially). While it may sound simple, you'll find that it's actually non-trivial for arbitrary scenes. The result of solving <strong>that</strong> problem may be useful in identifying the characters.</p>
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