For over a decade, the promise of intelligent video surveillance has flickered on the horizon of physical security. Systems capable of identifying faces, detecting abandoned objects, reading license plates, and counting people have existed, often grouped under the umbrella term “video analytics.” However, these early iterations, while groundbreaking for their time, frequently fell short of their potential. False positives were rampant, setup was complex, and the computational demands often strained existing infrastructure.
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