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Smart parking and loitering detection: tuned the pipeline for lesser latency while not penalizing throughput by much#1628

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ajagadi1 merged 39 commits intomainfrom
ashish/latency-fix
Feb 17, 2026
Merged

Smart parking and loitering detection: tuned the pipeline for lesser latency while not penalizing throughput by much#1628
ajagadi1 merged 39 commits intomainfrom
ashish/latency-fix

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@ajagadi1 ajagadi1 commented Feb 3, 2026

Description

Smart parking and loitering detection: tuned the pipeline for lesser latency while not penalizing throughput by much.
For 4 simultaneous streams in each app, this PR achieves <200 ms latency (median) per stream and > 30 fps throughput (median) per stream

Fixes # (issue)

How Has This Been Tested?

Functional manual testing + Tested With WSF

Checklist:

  • I agree to use the APACHE-2.0 license for my code changes.
  • I have not introduced any 3rd party components incompatible with APACHE-2.0.
  • I have not included any company confidential information, trade secret, password or security token.
  • I have performed a self-review of my code.

@ajagadi1 ajagadi1 requested a review from sajeevrajput February 3, 2026 08:14
@ajagadi1 ajagadi1 changed the title Smart parking: tuned the pipeline for lesser latency Smart parking: tuned the pipeline for lesser latency while not penalizing throughput by much Feb 3, 2026
@ajagadi1 ajagadi1 changed the title Smart parking: tuned the pipeline for lesser latency while not penalizing throughput by much Smart parking and loitering detection: tuned the pipeline for lesser latency while not penalizing throughput by much Feb 16, 2026
@ajagadi1 ajagadi1 marked this pull request as ready for review February 17, 2026 12:58
@ajagadi1 ajagadi1 enabled auto-merge (squash) February 17, 2026 14:32
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LGTM

@ajagadi1 ajagadi1 merged commit 32b61bf into main Feb 17, 2026
32 checks passed
@sajeevrajput sajeevrajput deleted the ashish/latency-fix branch March 5, 2026 06:42
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3 participants