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FPS (Frames Per Second)
Key metric measuring the number of frames processed per second by a detection system, determining its ability to operate in real-time.
terimler
Detection Latency
Delay in milliseconds between image acquisition and the production of detection results, crucial for interactive applications.
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NMS (Non-Maximum Suppression)
Post-processing algorithm that eliminates redundant detections by keeping only the boxes with the highest confidence scores.
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Model Quantization
Optimization technique that reduces the numerical precision of model weights (e.g., 32-bit to 8-bit) to accelerate inference.
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Inference Pipeline
Optimized sequence of processing steps from video input to detection output, including pre/post-processing.
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OpenVINO
Intel toolkit for optimized deployment of AI models on various hardware architectures (CPU, GPU, VPU).
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