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pro vyhledávání: '"Lakshmanan, Barath"'
The cornerstone of autonomous vehicles (AV) is a solid perception system, where camera encoders play a crucial role. Existing works usually leverage pre-trained Convolutional Neural Networks (CNN) or Vision Transformers (ViTs) designed for general vi
Externí odkaz:
http://arxiv.org/abs/2407.07276
As we push the boundaries of performance in various vision tasks, the models grow in size correspondingly. To keep up with this growth, we need very aggressive pruning techniques for efficient inference and deployment on edge devices. Existing prunin
Externí odkaz:
http://arxiv.org/abs/2406.12079
This paper introduces anomalib, a novel library for unsupervised anomaly detection and localization. With reproducibility and modularity in mind, this open-source library provides algorithms from the literature and a set of tools to design custom ano
Externí odkaz:
http://arxiv.org/abs/2202.08341