The invention relates to the technical field of computers, in particular to a child writing practice real-time feedback evaluation device and method, and the device comprises a data collection module, a model reasoning module, a skeleton and
feature extraction module, an evaluation module and a feedback module. According to the real-time feedback evaluation device and method for the writing practice of the children, multi-aspect characteristics such as strokes, strokes, straight lines and arcs, angular points, overall position sizes,
stroke thicknesses and writing fluency are extracted from a skeletonized
handwriting image, and key elements in the writing process are comprehensively covered; the defect that only
handwriting matching is concerned in an electronic copybook tracing mode is overcome; and secondly, a grading judgment rule can be made according to the age and the writing level of the children, the extracted features are compared with the rule to judge the
digital writing quality, and the characteristics of different
age groups and writing levels are considered, so that the evaluation is more targeted and scientific.