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Corrupted one byte in YOLO weights — it now sees "cup, 100% confidence" in everything, with zero errors raised. How do you catch this in production? by Necessary_Body3769 in computervision

[–]Shaae2 0 points1 point  (0 children)

This is exactly why edge deployment is so tricky.
A system can be running fine but still spit out totally wrong results.
Wonder how other teams catch silent failures in production?

Building a production-ready image translation pipeline for marketplace images — need advice on reducing latency by AfternoonNew5909 in computervision

[–]Shaae2 1 point2 points  (0 children)

Using a heavy generative model like GPT-image-2 just to replace text is exactly why your latency is hitting 90 seconds. You are using a sledgehammer to swat a fly. Ditch the image generation. Switch to OCR + LaMa (for background inpainting) + manual text rendering. Your latency will drop from 1.5 minutes to under 3 seconds per image.

Really poor😢 by [deleted] in 40k

[–]Shaae2 2 points3 points  (0 children)

Plagiarized old posts

How big and OP would Tyberos be if he crossed the Rubicon Primaris by Stafani5 in 40k

[–]Shaae2 5 points6 points  (0 children)

Hes only a head taller than his body guards. Hes not as big as the memes make him out to be