Mars Spectrometry 2: Gas Chromatography -- Second place solution

arXiv:2403.15990v1 Announce Type: new
Abstract: The Mars Spectrometry 2: Gas Chromatography challenge was sponsored by NASA and run on the DrivenData competition platform in 2022. This report describes the solution which achieved the second-best score on the competition's test dataset. The solution utilized two-dimensional, image-like representations of the competition's chromatography data samples. A number of different Convolutional Neural Network models were trained and ensembled for the final submission.

abstract arxiv challenge competition cs.cv data dataset image mars nasa platform report solution sponsored test type