I want to predict different diseases by using the images of the acceleration signal instead of using the numerical data itself. The data constitute of different walking activities collected with acceleometer sensor and labled with diseases type. Any algorithm, model or method suggestions for predictions will be highly appreciated. Both supervised and unsupervised learning could be applied. Please advise me in detail from implementation point of view. Thanks in advance.