Fecha de publicación: 08/08/2023 Fuente: WIPO "processing tomato" The invention relates to the field of target detection, in particular to a cherry tomato maturity detection method, device and equipment and a storage medium, and the method comprises the steps: obtaining a picture data set of cherry tomatoes, and labeling original pictures in the picture data set of the cherry tomatoes; performing data enhancement processing on the picture data set of the cherry tomatoes to obtain the picture data set of the cherry tomatoes after the data enhancement processing, and dividing the picture data set of the cherry tomatoes after the data enhancement processing into a training set and a test set; constructing a cherry tomato maturity detection model, and training the cherry tomato maturity detection model according to the training set and the test set to obtain a target cherry tomato maturity detection model; and inputting the picture of the current to-be-detected cherry tomato into the target cherry tomato maturity detection model to obtain a cherry tomato maturity detection result, so that the maturity of the cherry tomato can be detected more quickly and accurately, and the automatic picking efficiency is improved.