Abnormality diagnosis method and device, equipment, storage medium and product

The invention belongs to the technical field of artificial intelligence, and discloses an abnormality diagnosis method and device, equipment, a storage medium and a product. The method comprises the following steps: acquiring a screen image when a target robot device is abnormal; based on a pre-trained adaptive diagnosis model, performing abnormality diagnosis on the screen image to obtain a diagnosis result, the diagnosis result at least comprising an abnormality type, an abnormality region and a recovery measure; and repairing the target robot equipment based on the diagnosis result. According to the mode, the screen image when the robot equipment is abnormal is taken as the data source, and the adaptive diagnosis model is combined, so that the type, the area and the recovery measure of the abnormality can be adaptively diagnosed, the method can be suitable for different scenes, the scene adaptability is improved, the abnormality can be timely and accurately diagnosed, and the user experience is improved. T