GasTwinFormer, a hybrid of two existing attention mechanisms, segments cattle methane plumes in thermal video at 74.47% mIoU and contributes a new 11,694-frame OGI beef cattle dataset.
Optical gas imaging and deep learning for quantifying enteric methane emissions from rumen fermentation in vitro
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GasTwinFormer: A Hybrid Vision Transformer for Livestock Methane Emission Segmentation and Dietary Classification in Optical Gas Imaging
GasTwinFormer, a hybrid of two existing attention mechanisms, segments cattle methane plumes in thermal video at 74.47% mIoU and contributes a new 11,694-frame OGI beef cattle dataset.