Highlights•Portable Vis-NIR and SWIR hyperspectral imaging were used for meat authenticity.•Linear and non-linear chemometrics methods were used to analyze the data.•The best results were achieved with Vis-NIR HSI combined with non-linear methods.•Vis-NIR and SWIR HSI may be used for online/in-line routine screening of meat authenticity.