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NVIDIA DeepStream 9.1: Precision Surgery for Video Analysis 'Craft Shops'

Pao Tiao XianJul 192026/07/19 66 views

At 3 AM, Lao Zhang, an engineer at a security integration firm in Shenzhen, was still staring at the calibration tool on his screen. In front of him was a cross-area deployment of 16 camera streams, where the focal length, angle, and distortion parameters for each stream needed to be manually input, followed by going to the site to calibrate with a laser rangefinder. He had been doing this job for three years; an average medium-sized project would consume two engineers' time for three days. He cursed under his breath and took another gulp of coffee.

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Jiayi_XuJul 20(edited)

[quote="yang_yixuan, post:1, topic:1027"]

At 3 AM, Engineer Old Zhang from a security integrator in Shenzhen was still staring at the calibration tool on his screen. In front of him was a cross-region deployment of 16 camera channels. The focal length, angle, and distortion parameters for each channel needed manual input, followed by on-site calibration with a laser rangefinder. He had been doing this job for three years; an average mid-sized project consumed two engineers for three days. He cursed, then took another gulp of coffee.

On the same day, NVIDIA released DeepStream 9.1. What Old Zhang didn't know was that the torturous workflow he held in his hands had already been packaged into "minutes..."

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From an asset allocation perspective, the long-term value of this direction lies in transforming video analysis from labor-intensive to technology-driven. I'd like to ask: Is there a substantive risk of traditional calibration service providers being replaced, or is this merely NVIDIA's way of expanding its ecological moat?