From b272d180f142829eb3a7eb361e053bc551bd891c Mon Sep 17 00:00:00 2001 From: inter Date: Sun, 21 Sep 2025 20:18:48 +0800 Subject: [PATCH] Add File --- pcdet/models/detectors/point_rcnn.py | 30 ++++++++++++++++++++++++++++ 1 file changed, 30 insertions(+) create mode 100644 pcdet/models/detectors/point_rcnn.py diff --git a/pcdet/models/detectors/point_rcnn.py b/pcdet/models/detectors/point_rcnn.py new file mode 100644 index 0000000..5d26224 --- /dev/null +++ b/pcdet/models/detectors/point_rcnn.py @@ -0,0 +1,30 @@ +from .detector3d_template import Detector3DTemplate + + +class PointRCNN(Detector3DTemplate): + def __init__(self, model_cfg, num_class, dataset): + super().__init__(model_cfg=model_cfg, num_class=num_class, dataset=dataset) + self.module_list = self.build_networks() + + def forward(self, batch_dict): + for cur_module in self.module_list: + batch_dict = cur_module(batch_dict) + + if self.training: + loss, tb_dict, disp_dict = self.get_training_loss() + + ret_dict = { + 'loss': loss + } + return ret_dict, tb_dict, disp_dict + else: + pred_dicts, recall_dicts = self.post_processing(batch_dict) + return pred_dicts, recall_dicts + + def get_training_loss(self): + disp_dict = {} + loss_point, tb_dict = self.point_head.get_loss() + loss_rcnn, tb_dict = self.roi_head.get_loss(tb_dict) + + loss = loss_point + loss_rcnn + return loss, tb_dict, disp_dict