| model = dict( | |
| type="AFSD", | |
| neck=dict( | |
| type="AFSDNeck", | |
| in_channels=2048, | |
| out_channels=512, | |
| frame_num=768, # 96*8 | |
| layer_num=6, | |
| ), | |
| rpn_head=dict( | |
| type="AFSDCoarseHead", | |
| in_channels=512, | |
| out_channels=512, | |
| frame_num=768, # 96*8 | |
| fpn_strides=[4, 8, 16, 32, 64, 128], | |
| num_classes=2, | |
| layer_num=6, | |
| feat_t=768 // 8, | |
| ), | |
| roi_head=dict( | |
| type="AFSDRefineHead", | |
| in_channels=512, | |
| num_classes=2, | |
| # for loss | |
| overlap_thresh=0.6, | |
| loc_weight=1.0, | |
| loc_bounded=True, | |
| use_smooth_l1=True, | |
| ), | |
| ) | |