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Update cosmictagger.md
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nheinonen authored Apr 18, 2024
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# Challenge
The CosmicTagger project deals with the detection of neutrino interactions in a detector overwhelmed by cosmic particles. The goal is to differentiate and classify each pixel so as to separate cosmic pixels, background pixels, and neutrino pixels in a neutrinos dataset. The technique uses multiple 2D projections of the same image, with each event generating three images of raw data. The training model utilizes a UResNet architecture for multi-plane semantic segmentation and is available in both PyTorch and Tensorflow with single node and distributed-memory multi-node implementations.
The CosmicTagger project deals with the detection of neutrino interactions in a detector overwhelmed by cosmic particles. The goal is to differentiate and classify each pixel so as to separate cosmic pixels, background pixels, and neutrino pixels in a neutrino dataset. The technique uses multiple 2D projections of the same image, with each event generating three images of raw data. The training model utilizes a UResNet architecture for multi-plane semantic segmentation and is available in both PyTorch and Tensorflow with single node and distributed-memory multi-node implementations.



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