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IEEE/ICACT20260043 Slide.28
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We achieved this speed using specific Optimization Techniques. First, we used Asynchronous Multi-threading to decouple the webcam frame capture from the model inference, preventing the display from freezing. Second, we implemented a Stationarity Check if the hand moves less than a certain pixel threshold, we skip the inference and reuse the previous result. This reduces computational load and prevents "flickering" predictions when the hand is held still. | |
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