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Whats the biggest pain a computer vision engineer goes through in day to day life?
June 27, 2024, 5:33 a.m. | /u/Worth-Card9034
Computer Vision www.reddit.com
* **Dataset Dilemma:** Sourcing and labeling data.
* **Model lab vs reality:** Works on your machine, fails in production.
* **Annotation Agony:** Endless hours of data annotation.
* **Hardware Hassles:** GPU issues.
* **Algorithm Anxiety:** Slow algorithms.
* **Debugging Despair:** Elusive bugs.
* **Training Troubles:** Long training times, poor results.
* **Performance Paranoia:** Real-time performance demands.
* **Version Control Vexations:** Managing code and model versions.
* **Client Communication:** Explaining AI limitations.
and few after work
* **Parking Predicaments:** Finding …
algorithm algorithms annotation anxiety bugs computer computer vision computervision computer vision engineer data data annotation dataset debugging engineer gpu hardware lab labeling life machine pain production reality through training vision
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