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Effects of Real-Life Traffic Sign Alteration on YOLOv7- an Object Recognition Model. (arXiv:2305.05499v1 [cs.CV])
cs.CR updates on arXiv.org arxiv.org
The advancement of Image Processing has led to the widespread use of Object
Recognition (OR) models in various applications, such as airport security and
mail sorting. These models have become essential in signifying the capabilities
of AI and supporting vital services like national postal operations. However,
the performance of OR models can be impeded by real-life scenarios, such as
traffic sign alteration. Therefore, this research investigates the effects of
altered traffic signs on the accuracy and performance of object recognition …
advancement airport applications capabilities led life mail national object operations recognition security services sign traffic