Hi @Dwight_Foster I am trying to add a Block of layer to Faster RCNN Resnet 50 pretrained model as the model is giving the output of prediction box and the object class, i want to add a parallel branch which consist of sequential layer followed by average pooling,convolution,average pooling and fully connected layer followed by soft max function to identify the object class is affected or not.
Hence the output of the pretrained model can give the object class,object coordinates and affected or not (classify) after adding the new  layer.