Tag: object
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Conformal Object Detection by Sequential Risk Control
Conformal Object Detection by Sequential Risk Control arXiv:2505.24038v1 Announce Type: new Abstract: Recent advances in object detectors have led to their adoption for industrial uses. However, their deployment in critical applications is hindered by the inherent lack of reliability of neural networks and the complex structure of object detection models. To address these challenges, we…
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Custom Training Pipeline for Object Detection Models
Custom Training Pipeline for Object Detection Models What if you want to write the whole object detection training pipeline from scratch, so you can understand each step and be able to customize it? That’s what I set out to do. I examined several well-known object detection pipelines and designed one that best suits my needs…