The invention discloses a video-based
engineering quantity prediction method and device, equipment, a medium and a product, and the method comprises the steps: obtaining video data of a historical time period of an
engineering site, extracting the video data to obtain a video
frame sequence, determining region nodes and a space-time connection relation of the region nodes based on the video
frame sequence, generating an
engineering topological graph of the engineering site, and predicting the engineering quantity of the engineering site according to the engineering
topological graph. And obtaining node features of the region nodes, determining global representation of the video data in the historical time period, performing construction
action prediction based on the global representation of the video data in the historical time period, and obtaining a construction action sequence of the
project site in the future time period. And according to the construction action sequence in the future time period and the predetermined
unit volume corresponding to the construction action, obtaining the predicted project amount of the
project site in the future time period. According to the method, the construction action chain of the project thread in the future time period is accurately predicted through the
project site video data, and the accurate project amount can be effectively predicted in advance in combination with the unit amount of the construction action.