A New Multinetwork Mean Distillation Loss Function for Open-World Domain Incremental Object Detection

Figure 2

Gradient meta-learning mechanism (the images included within I_store were inputted into the student network via the I_store. During this process, all network weights, except for those in the warp layer of the RoI head network, were kept fixed. This was done to enhance the model’s performance on the new task using the newly acquired image data).