From 6f65d862619203322bdff8ff352dc3eb825d7044 Mon Sep 17 00:00:00 2001 From: Tai-Wang Date: Mon, 29 Mar 2021 20:29:19 +0800 Subject: [PATCH 01/21] Support nuscenes mono3d json info generation --- mmdet3d/core/bbox/box_np_ops.py | 21 +++++- tools/create_data.py | 3 + tools/data_converter/nuscenes_converter.py | 76 +++++++++++++++++++--- 3 files changed, 91 insertions(+), 9 deletions(-) diff --git a/mmdet3d/core/bbox/box_np_ops.py b/mmdet3d/core/bbox/box_np_ops.py index 94c08130db..dfac5c9f1f 100644 --- a/mmdet3d/core/bbox/box_np_ops.py +++ b/mmdet3d/core/bbox/box_np_ops.py @@ -335,21 +335,40 @@ def rotation_points_single_angle(points, angle, axis=0): return points @ rot_mat_T, rot_mat_T -def points_cam2img(points_3d, proj_mat): +def points_cam2img(points_3d, proj_mat, with_depth=False): """Project points in camera coordinates to image coordinates. Args: points_3d (np.ndarray): Points in shape (N, 3) proj_mat (np.ndarray): Transformation matrix between coordinates. + with_depth (bool): Whether to keep depth in the output. Returns: np.ndarray: Points in image coordinates with shape [N, 2]. """ points_shape = list(points_3d.shape) points_shape[-1] = 1 + + assert len(proj_mat.shape) == 2, f'The dimension of the projection'\ + f'matrix should be 2 instead of {len(proj_mat.shape)}.' + d1, d2 = proj_mat.shape[:2] + assert (d1 == 3 and d2 == 3) or (d1 == 3 and d2 == 4) or ( + d1 == 4 and d2 == 4), f'The shape of the projection matrix'\ + f' ({d1}*{d2}) is not supported.' + if d1 == 3: + proj_mat_expanded = np.eye(4, dtype=proj_mat.dtype) + proj_mat_expanded[:d1, :d2] = proj_mat + proj_mat = proj_mat_expanded + points_4 = np.concatenate([points_3d, np.ones(points_shape)], axis=-1) point_2d = points_4 @ proj_mat.T point_2d_res = point_2d[..., :2] / point_2d[..., 2:3] + + if with_depth: + points_2d_depth = np.concatenate([point_2d_res, point_2d[..., 2:3]], + axis=-1) + return points_2d_depth + return point_2d_res diff --git a/tools/create_data.py b/tools/create_data.py index c28a1b5de2..26ba5e078d 100644 --- a/tools/create_data.py +++ b/tools/create_data.py @@ -55,6 +55,9 @@ def nuscenes_data_prep(root_path, root_path, info_prefix, version=version, max_sweeps=max_sweeps) if version == 'v1.0-test': + info_test_path = osp.join(root_path, f'{info_prefix}_infos_test.pkl') + nuscenes_converter.export_2d_annotation( + root_path, info_test_path, version=version) return info_train_path = osp.join(root_path, f'{info_prefix}_infos_train.pkl') diff --git a/tools/data_converter/nuscenes_converter.py b/tools/data_converter/nuscenes_converter.py index e563f78cd6..d7da7306c2 100644 --- a/tools/data_converter/nuscenes_converter.py +++ b/tools/data_converter/nuscenes_converter.py @@ -9,12 +9,18 @@ from shapely.geometry import MultiPoint, box from typing import List, Tuple, Union +from mmdet3d.core.bbox.box_np_ops import points_cam2img from mmdet3d.datasets import NuScenesDataset nus_categories = ('car', 'truck', 'trailer', 'bus', 'construction_vehicle', 'bicycle', 'motorcycle', 'pedestrian', 'traffic_cone', 'barrier') +nus_attributes = ('cycle.with_rider', 'cycle.without_rider', + 'pedestrian.moving', 'pedestrian.standing', + 'pedestrian.sitting_lying_down', 'vehicle.moving', + 'vehicle.parked', 'vehicle.stopped', 'None') + def create_nuscenes_infos(root_path, info_prefix, @@ -324,13 +330,14 @@ def obtain_sensor2top(nusc, return sweep -def export_2d_annotation(root_path, info_path, version): +def export_2d_annotation(root_path, info_path, version, mono3d=True): """Export 2d annotation from the info file and raw data. Args: root_path (str): Root path of the raw data. info_path (str): Path of the info file. version (str): Dataset version. + mono3d (bool): Whether to export mono3d annotation. Default: True. """ # get bbox annotations for camera camera_types = [ @@ -356,12 +363,20 @@ def export_2d_annotation(root_path, info_path, version): coco_infos = get_2d_boxes( nusc, cam_info['sample_data_token'], - visibilities=['', '1', '2', '3', '4']) + visibilities=['', '1', '2', '3', '4'], + mono3d=mono3d) (height, width, _) = mmcv.imread(cam_info['data_path']).shape coco_2d_dict['images'].append( dict( - file_name=cam_info['data_path'], + file_name=cam_info['data_path'].split('data/nuscenes/') + [-1], id=cam_info['sample_data_token'], + token=info['token'], + cam2ego_rotation=cam_info['sensor2ego_rotation'], + cam2ego_translation=cam_info['sensor2ego_translation'], + ego2global_rotation=info['ego2global_rotation'], + ego2global_translation=info['ego2global_translation'], + cam_intrinsic=cam_info['cam_intrinsic'], width=width, height=height)) for coco_info in coco_infos: @@ -372,16 +387,24 @@ def export_2d_annotation(root_path, info_path, version): coco_info['id'] = coco_ann_id coco_2d_dict['annotations'].append(coco_info) coco_ann_id += 1 - mmcv.dump(coco_2d_dict, f'{info_path[:-4]}.coco.json') + if mono3d: + json_prefix = f'{info_path[:-4]}_mono3d' + else: + json_prefix = f'{info_path[:-4]}' + mmcv.dump(coco_2d_dict, f'{json_prefix}.coco.json') -def get_2d_boxes(nusc, sample_data_token: str, - visibilities: List[str]) -> List[OrderedDict]: +def get_2d_boxes(nusc, + sample_data_token: str, + visibilities: List[str], + mono3d=True): """Get the 2D annotation records for a given `sample_data_token`. Args: - sample_data_token: Sample data token belonging to a camera keyframe. - visibilities: Visibility filter. + sample_data_token (str): Sample data token belonging to a camera \ + keyframe. + visibilities (list[str]): Visibility filter. + mono3d (bool): Whether to get boxes with mono3d annotation. Return: list[dict]: List of 2D annotation record that belongs to the input @@ -456,6 +479,43 @@ def get_2d_boxes(nusc, sample_data_token: str, # Generate dictionary record to be included in the .json file. repro_rec = generate_record(ann_rec, min_x, min_y, max_x, max_y, sample_data_token, sd_rec['filename']) + + # If mono3d=True, add 3D annotations in camera coordinates + if mono3d and (repro_rec is not None): + loc = box.center.tolist() + dim = box.wlh.tolist() + rot = [box.orientation.yaw_pitch_roll[0]] + + global_velo2d = nusc.box_velocity(box.token)[:2] + global_velo3d = np.array([*global_velo2d, 0.0]) + e2g_r_mat = Quaternion(pose_rec['rotation']).rotation_matrix + c2e_r_mat = Quaternion(cs_rec['rotation']).rotation_matrix + cam_velo3d = global_velo3d @ np.linalg.inv( + e2g_r_mat).T @ np.linalg.inv(c2e_r_mat).T + velo = cam_velo3d[0::2].tolist() + + repro_rec['bbox_cam3d'] = loc + dim + rot + repro_rec['velo_cam3d'] = velo + + center3d = np.array(loc).reshape([1, 3]) + center2d = points_cam2img( + center3d, camera_intrinsic, with_depth=True) + repro_rec['center2d'] = center2d.squeeze().tolist() + # normalized center2D + depth + # if samples with depth < 0 will be removed + if repro_rec['center2d'][2] <= 0: + continue + + ann_token = nusc.get('sample_annotation', + box.token)['attribute_tokens'] + if len(ann_token) == 0: + attr_name = 'None' + else: + attr_name = nusc.get('attribute', ann_token[0])['name'] + attr_id = nus_attributes.index(attr_name) + repro_rec['attribute_name'] = attr_name + repro_rec['attribute_id'] = attr_id + repro_recs.append(repro_rec) return repro_recs From 9f6cc7b79e63ea6381c5e38037a6b2defaa19b90 Mon Sep 17 00:00:00 2001 From: Tai-Wang Date: Mon, 29 Mar 2021 21:07:36 +0800 Subject: [PATCH 02/21] Support nuscenes mono3d dataset class --- mmdet3d/datasets/__init__.py | 7 +- mmdet3d/datasets/nuscenes_dataset_mono.py | 665 ++++++++++++++++++++++ 2 files changed, 669 insertions(+), 3 deletions(-) create mode 100644 mmdet3d/datasets/nuscenes_dataset_mono.py diff --git a/mmdet3d/datasets/__init__.py b/mmdet3d/datasets/__init__.py index 61b34ec98b..23f1e2c6fe 100644 --- a/mmdet3d/datasets/__init__.py +++ b/mmdet3d/datasets/__init__.py @@ -4,6 +4,7 @@ from .kitti_dataset import KittiDataset from .lyft_dataset import LyftDataset from .nuscenes_dataset import NuScenesDataset +from .nuscenes_dataset_mono import NuScenesDatasetMono from .pipelines import (BackgroundPointsFilter, GlobalRotScaleTrans, IndoorPointSample, LoadAnnotations3D, LoadPointsFromFile, LoadPointsFromMultiSweeps, @@ -18,9 +19,9 @@ __all__ = [ 'KittiDataset', 'GroupSampler', 'DistributedGroupSampler', 'build_dataloader', 'RepeatFactorDataset', 'DATASETS', 'build_dataset', - 'CocoDataset', 'NuScenesDataset', 'LyftDataset', 'ObjectSample', - 'RandomFlip3D', 'ObjectNoise', 'GlobalRotScaleTrans', 'PointShuffle', - 'ObjectRangeFilter', 'PointsRangeFilter', 'Collect3D', + 'CocoDataset', 'NuScenesDataset', 'NuScenesDatasetMono', 'LyftDataset', + 'ObjectSample', 'RandomFlip3D', 'ObjectNoise', 'GlobalRotScaleTrans', + 'PointShuffle', 'ObjectRangeFilter', 'PointsRangeFilter', 'Collect3D', 'LoadPointsFromFile', 'NormalizePointsColor', 'IndoorPointSample', 'LoadAnnotations3D', 'SUNRGBDDataset', 'ScanNetDataset', 'SemanticKITTIDataset', 'Custom3DDataset', 'LoadPointsFromMultiSweeps', diff --git a/mmdet3d/datasets/nuscenes_dataset_mono.py b/mmdet3d/datasets/nuscenes_dataset_mono.py new file mode 100644 index 0000000000..c813e70bef --- /dev/null +++ b/mmdet3d/datasets/nuscenes_dataset_mono.py @@ -0,0 +1,665 @@ +import copy +import mmcv +import numpy as np +import pyquaternion +import tempfile +import torch +from nuscenes.utils.data_classes import Box as NuScenesBox +from os import path as osp + +from mmdet3d.core import bbox3d2result, box3d_multiclass_nms, xywhr2xyxyr +from mmdet.datasets import DATASETS +from ..core.bbox import CameraInstance3DBoxes, get_box_type + +try: + import pycocotools + assert pycocotools.__version__ >= '12.0.2' +except AssertionError: + raise AssertionError('Incompatible version of pycocotools is installed. ' + 'Run pip uninstall pycocotools first. Then run pip ' + 'install mmpycocotools to install open-mmlab forked ' + 'pycocotools.') +from mmdet.datasets import CocoDataset + + +@DATASETS.register_module() +class NuScenesDatasetMono(CocoDataset): + r"""Monocular 3D detection on NuScenes Dataset. + + This class serves as the API for experiments on the NuScenes Dataset. + + Please refer to `NuScenes Dataset `_ + for data downloading. + + Args: + ann_file (str): Path of annotation file. + data_root (str): Path of dataset root. + load_interval (int, optional): Interval of loading the dataset. It is + used to uniformly sample the dataset. Defaults to 1. + with_velocity (bool, optional): Whether include velocity prediction + into the experiments. Defaults to True. + modality (dict, optional): Modality to specify the sensor data used + as input. Defaults to None. + box_type_3d (str, optional): Type of 3D box of this dataset. + Based on the `box_type_3d`, the dataset will encapsulate the box + to its original format then converted them to `box_type_3d`. + Defaults to 'Camera' in this class. Available options includes. + - 'LiDAR': Box in LiDAR coordinates. + - 'Depth': Box in depth coordinates, usually for indoor dataset. + - 'Camera': Box in camera coordinates. + eval_version (str, optional): Configuration version of evaluation. + Defaults to 'detection_cvpr_2019'. + use_valid_flag (bool): Whether to use `use_valid_flag` key in the info + file as mask to filter gt_boxes and gt_names. Defaults to False. + version (str, optional): Dataset version. Defaults to 'v1.0-trainval'. + """ + CLASSES = ('car', 'truck', 'trailer', 'bus', 'construction_vehicle', + 'bicycle', 'motorcycle', 'pedestrian', 'traffic_cone', + 'barrier') + DefaultAttribute = { + 'car': 'vehicle.parked', + 'pedestrian': 'pedestrian.moving', + 'trailer': 'vehicle.parked', + 'truck': 'vehicle.parked', + 'bus': 'vehicle.moving', + 'motorcycle': 'cycle.without_rider', + 'construction_vehicle': 'vehicle.parked', + 'bicycle': 'cycle.without_rider', + 'barrier': '', + 'traffic_cone': '', + } + + def __init__(self, + data_root, + load_interval=1, + with_velocity=True, + modality=None, + box_type_3d='Camera', + eval_version='detection_cvpr_2019', + use_valid_flag=False, + version='v1.0-trainval', + **kwargs): + super().__init__(**kwargs) + self.data_root = data_root + self.load_interval = load_interval + self.with_velocity = with_velocity + self.modality = modality + self.box_type_3d, self.box_mode_3d = get_box_type(box_type_3d) + self.eval_version = eval_version + self.use_valid_flag = use_valid_flag + self.bbox_code_size = 9 + self.version = version + if self.eval_version is not None: + from nuscenes.eval.detection.config import config_factory + self.eval_detection_configs = config_factory(self.eval_version) + if self.modality is None: + self.modality = dict( + use_camera=True, + use_lidar=False, + use_radar=False, + use_map=False, + use_external=False, + ) + + def pre_pipeline(self, results): + """Initialization before data preparation. + + Args: + results (dict): Dict before data preprocessing. + + - img_fields (list): Image fields. + - bbox3d_fields (list): 3D bounding boxes fields. + - pts_mask_fields (list): Mask fields of points. + - pts_seg_fields (list): Mask fields of point segments. + - bbox_fields (list): Fields of bounding boxes. + - mask_fields (list): Fields of masks. + - seg_fields (list): Segment fields. + - box_type_3d (str): 3D box type. + - box_mode_3d (str): 3D box mode. + """ + results['img_prefix'] = self.img_prefix + results['seg_prefix'] = self.seg_prefix + results['proposal_file'] = self.proposal_file + results['img_fields'] = [] + results['bbox3d_fields'] = [] + results['pts_mask_fields'] = [] + results['pts_seg_fields'] = [] + results['bbox_fields'] = [] + results['mask_fields'] = [] + results['seg_fields'] = [] + results['box_type_3d'] = self.box_type_3d + results['box_mode_3d'] = self.box_mode_3d + + def _parse_ann_info(self, img_info, ann_info): + """Parse bbox annotation. + + Args: + img_info (list[dict]): Image info. + ann_info (list[dict]): Annotation info of an image. + + Returns: + dict: A dict containing the following keys: bboxes, labels, \ + gt_bboxes_3d, gt_labels_3d, attr_labels, centers2d, \ + depths, bboxes_ignore, masks, seg_map + """ + gt_bboxes = [] + gt_labels = [] + attr_labels = [] + gt_bboxes_ignore = [] + gt_masks_ann = [] + gt_bboxes_cam3d = [] + centers2d = [] + depths = [] + for i, ann in enumerate(ann_info): + if ann.get('ignore', False): + continue + x1, y1, w, h = ann['bbox'] + inter_w = max(0, min(x1 + w, img_info['width']) - max(x1, 0)) + inter_h = max(0, min(y1 + h, img_info['height']) - max(y1, 0)) + if inter_w * inter_h == 0: + continue + if ann['area'] <= 0 or w < 1 or h < 1: + continue + if ann['category_id'] not in self.cat_ids: + continue + bbox = [x1, y1, x1 + w, y1 + h] + if ann.get('iscrowd', False): + gt_bboxes_ignore.append(bbox) + else: + gt_bboxes.append(bbox) + gt_labels.append(self.cat2label[ann['category_id']]) + attr_labels.append(ann['attribute_id']) + gt_masks_ann.append(ann.get('segmentation', None)) + # 3D annotations in camera coordinates + bbox_cam3d = np.array(ann['bbox_cam3d']).reshape(1, -1) + # change orientation to local yaw + bbox_cam3d[0, 6] = -np.arctan2( + bbox_cam3d[0, 0], bbox_cam3d[0, 2]) + bbox_cam3d[0, 6] + velo_cam3d = np.array(ann['velo_cam3d']).reshape(1, 2) + nan_mask = np.isnan(velo_cam3d[:, 0]) + velo_cam3d[nan_mask] = [0.0, 0.0] + bbox_cam3d = np.concatenate([bbox_cam3d, velo_cam3d], axis=-1) + gt_bboxes_cam3d.append(bbox_cam3d.squeeze()) + # 2.5D annotations in camera coordinates + center2d = ann['center2d'][:2] + depth = ann['center2d'][2] + centers2d.append(center2d) + depths.append(depth) + + if gt_bboxes: + gt_bboxes = np.array(gt_bboxes, dtype=np.float32) + gt_labels = np.array(gt_labels, dtype=np.int64) + attr_labels = np.array(attr_labels, dtype=np.int64) + else: + gt_bboxes = np.zeros((0, 4), dtype=np.float32) + gt_labels = np.array([], dtype=np.int64) + attr_labels = np.array([], dtype=np.int64) + + if gt_bboxes_cam3d: + gt_bboxes_cam3d = np.array(gt_bboxes_cam3d, dtype=np.float32) + centers2d = np.array(centers2d, dtype=np.float32) + depths = np.array(depths, dtype=np.float32) + else: + gt_bboxes_cam3d = np.zeros((0, self.bbox_code_size), + dtype=np.float32) + centers2d = np.zeros((0, 2), dtype=np.float32) + depths = np.zeros((0), dtype=np.float32) + + gt_bboxes_cam3d = CameraInstance3DBoxes( + gt_bboxes_cam3d, + box_dim=gt_bboxes_cam3d.shape[-1], + origin=(0.5, 0.5, 0.5)) + gt_labels_3d = copy.deepcopy(gt_labels) + + if gt_bboxes_ignore: + gt_bboxes_ignore = np.array(gt_bboxes_ignore, dtype=np.float32) + else: + gt_bboxes_ignore = np.zeros((0, 4), dtype=np.float32) + + seg_map = img_info['filename'].replace('jpg', 'png') + + ann = dict( + bboxes=gt_bboxes, + labels=gt_labels, + gt_bboxes_3d=gt_bboxes_cam3d, + gt_labels_3d=gt_labels_3d, + attr_labels=attr_labels, + centers2d=centers2d, + depths=depths, + bboxes_ignore=gt_bboxes_ignore, + masks=gt_masks_ann, + seg_map=seg_map) + + return ann + + def get_attr_name(self, attr_idx, label_name): + """Get attribute from predicted index. + + This is a workaround to predict attribute when the predicted velocity + is not reliable. We map the predicted attribute index to the one + in the attribute set. If it is consistent with the category, we will + keep it. Otherwise, we will use the default attribute. + + Args: + attr_idx (int): Attribute index. + label_name (str): Predicted category name. + + Returns: + str: Predicted attribute name. + """ + AttrMapping_rev2 = [ + 'cycle.with_rider', 'cycle.without_rider', 'pedestrian.moving', + 'pedestrian.standing', 'pedestrian.sitting_lying_down', + 'vehicle.moving', 'vehicle.parked', 'vehicle.stopped', 'None' + ] + if label_name == 'car' or label_name == 'bus' \ + or label_name == 'truck' or label_name == 'trailer' \ + or label_name == 'construction_vehicle': + if AttrMapping_rev2[attr_idx] == 'vehicle.moving' or \ + AttrMapping_rev2[attr_idx] == 'vehicle.parked' or \ + AttrMapping_rev2[attr_idx] == 'vehicle.stopped': + return AttrMapping_rev2[attr_idx] + else: + return NuScenesDatasetMono.DefaultAttribute[label_name] + elif label_name == 'pedestrian': + if AttrMapping_rev2[attr_idx] == 'pedestrian.moving' or \ + AttrMapping_rev2[attr_idx] == 'pedestrian.standing' or \ + AttrMapping_rev2[attr_idx] == \ + 'pedestrian.sitting_lying_down': + return AttrMapping_rev2[attr_idx] + else: + return NuScenesDatasetMono.DefaultAttribute[label_name] + elif label_name == 'bicycle' or label_name == 'motorcycle': + if AttrMapping_rev2[attr_idx] == 'cycle.with_rider' or \ + AttrMapping_rev2[attr_idx] == 'cycle.without_rider': + return AttrMapping_rev2[attr_idx] + else: + return NuScenesDatasetMono.DefaultAttribute[label_name] + else: + return NuScenesDatasetMono.DefaultAttribute[label_name] + + def _format_bbox(self, results, jsonfile_prefix=None): + """Convert the results to the standard format. + + Args: + results (list[dict]): Testing results of the dataset. + jsonfile_prefix (str): The prefix of the output jsonfile. + You can specify the output directory/filename by + modifying the jsonfile_prefix. Default: None. + + Returns: + str: Path of the output json file. + """ + nusc_annos = {} + mapped_class_names = self.CLASSES + + print('Start to convert detection format...') + + CAM_NUM = 6 + + for sample_id, det in enumerate(mmcv.track_iter_progress(results)): + + if sample_id % CAM_NUM == 0: + boxes_per_frame = [] + attrs_per_frame = [] + + # need to merge results from images of the same sample + annos = [] + boxes, attrs = output_to_nusc_box(det) + sample_token = self.data_infos[sample_id]['token'] + boxes, attrs = cam_nusc_box_to_global(self.data_infos[sample_id], + boxes, attrs, + mapped_class_names, + self.eval_detection_configs, + self.eval_version) + + boxes_per_frame.extend(boxes) + attrs_per_frame.extend(attrs) + # Remove redundant predictions caused by overlap of images + if (sample_id + 1) % CAM_NUM != 0: + continue + boxes = global_nusc_box_to_cam( + self.data_infos[sample_id + 1 - CAM_NUM], boxes_per_frame, + mapped_class_names, self.eval_detection_configs, + self.eval_version) + cam_boxes3d, scores, labels = nusc_box_to_cam_box3d(boxes) + # box nms 3d over 6 images in a frame + # TODO: move this global setting into config + nms_cfg = dict( + use_rotate_nms=True, + nms_across_levels=False, + nms_pre=4096, + nms_thr=0.05, + score_thr=0.01, + min_bbox_size=0, + max_per_frame=500) + from mmcv import Config + nms_cfg = Config(nms_cfg) + cam_boxes3d_for_nms = xywhr2xyxyr(cam_boxes3d.bev) + boxes3d = cam_boxes3d.tensor + # generate attr scores from attr labels + attrs = torch.LongTensor([attr for attr in attrs_per_frame]).cuda() + boxes3d, scores, labels, attrs = box3d_multiclass_nms( + boxes3d, + cam_boxes3d_for_nms, + scores, + nms_cfg.score_thr, + nms_cfg.max_per_frame, + nms_cfg, + mlvl_attr_scores=attrs) + cam_boxes3d = CameraInstance3DBoxes(boxes3d, box_dim=9) + det = bbox3d2result(cam_boxes3d, scores, labels, attrs) + boxes, attrs = output_to_nusc_box(det) + boxes, attrs = cam_nusc_box_to_global( + self.data_infos[sample_id + 1 - CAM_NUM], boxes, attrs, + mapped_class_names, self.eval_detection_configs, + self.eval_version) + + for i, box in enumerate(boxes): + name = mapped_class_names[box.label] + attr = self.get_attr_name(attrs[i], name) + nusc_anno = dict( + sample_token=sample_token, + translation=box.center.tolist(), + size=box.wlh.tolist(), + rotation=box.orientation.elements.tolist(), + velocity=box.velocity[:2].tolist(), + detection_name=name, + detection_score=box.score, + attribute_name=attr) + annos.append(nusc_anno) + # other views results of the same frame should be concatenated + if sample_token in nusc_annos: + nusc_annos[sample_token].extend(annos) + else: + nusc_annos[sample_token] = annos + + nusc_submissions = { + 'meta': self.modality, + 'results': nusc_annos, + } + + mmcv.mkdir_or_exist(jsonfile_prefix) + res_path = osp.join(jsonfile_prefix, 'results_nusc.json') + print('Results writes to', res_path) + mmcv.dump(nusc_submissions, res_path) + return res_path + + def _evaluate_single(self, + result_path, + logger=None, + metric='bbox', + result_name='img_bbox'): + """Evaluation for a single model in nuScenes protocol. + + Args: + result_path (str): Path of the result file. + logger (logging.Logger | str | None): Logger used for printing + related information during evaluation. Default: None. + metric (str): Metric name used for evaluation. Default: 'bbox'. + result_name (str): Result name in the metric prefix. + Default: 'img_bbox'. + + Returns: + dict: Dictionary of evaluation details. + """ + from nuscenes import NuScenes + from nuscenes.eval.detection.evaluate import NuScenesEval + + output_dir = osp.join(*osp.split(result_path)[:-1]) + nusc = NuScenes( + version=self.version, dataroot=self.data_root, verbose=False) + eval_set_map = { + 'v1.0-mini': 'mini_val', + 'v1.0-trainval': 'val', + } + nusc_eval = NuScenesEval( + nusc, + config=self.eval_detection_configs, + result_path=result_path, + eval_set=eval_set_map[self.version], + output_dir=output_dir, + verbose=False) + nusc_eval.main(render_curves=True) + + # record metrics + metrics = mmcv.load(osp.join(output_dir, 'metrics_summary.json')) + detail = dict() + metric_prefix = f'{result_name}_NuScenes' + for name in self.CLASSES: + for k, v in metrics['label_aps'][name].items(): + val = float('{:.4f}'.format(v)) + detail['{}/{}_AP_dist_{}'.format(metric_prefix, name, k)] = val + for k, v in metrics['label_tp_errors'][name].items(): + val = float('{:.4f}'.format(v)) + detail['{}/{}_{}'.format(metric_prefix, name, k)] = val + + detail['{}/NDS'.format(metric_prefix)] = metrics['nd_score'] + detail['{}/mAP'.format(metric_prefix)] = metrics['mean_ap'] + return detail + + def format_results(self, results, jsonfile_prefix=None, **kwargs): + """Format the results to json (standard format for COCO evaluation). + + Args: + results (list[tuple | numpy.ndarray]): Testing results of the + dataset. + jsonfile_prefix (str | None): The prefix of json files. It includes + the file path and the prefix of filename, e.g., "a/b/prefix". + If not specified, a temp file will be created. Default: None. + + Returns: + tuple: (result_files, tmp_dir), result_files is a dict containing \ + the json filepaths, tmp_dir is the temporal directory created \ + for saving json files when jsonfile_prefix is not specified. + """ + assert isinstance(results, list), 'results must be a list' + assert len(results) == len(self), ( + 'The length of results is not equal to the dataset len: {} != {}'. + format(len(results), len(self))) + + if jsonfile_prefix is None: + tmp_dir = tempfile.TemporaryDirectory() + jsonfile_prefix = osp.join(tmp_dir.name, 'results') + else: + tmp_dir = None + + if not isinstance(results[0], dict): + result_files = self._format_bbox(results, jsonfile_prefix) + else: + result_files = dict() + for name in results[0]: + # not evaluate 2D predictions on nuScenes + if '2d' in name: + continue + print(f'\nFormating bboxes of {name}') + results_ = [out[name] for out in results] + tmp_file_ = osp.join(jsonfile_prefix, name) + result_files.update( + {name: self._format_bbox(results_, tmp_file_)}) + + return result_files, tmp_dir + + def evaluate(self, + results, + metric='bbox', + logger=None, + jsonfile_prefix=None, + result_names=['img_bbox'], + show=False, + out_dir=None): + """Evaluation in nuScenes protocol. + + Args: + results (list[dict]): Testing results of the dataset. + metric (str | list[str]): Metrics to be evaluated. + logger (logging.Logger | str | None): Logger used for printing + related information during evaluation. Default: None. + jsonfile_prefix (str | None): The prefix of json files. It includes + the file path and the prefix of filename, e.g., "a/b/prefix". + If not specified, a temp file will be created. Default: None. + show (bool): Whether to visualize. + Default: False. + out_dir (str): Path to save the visualization results. + Default: None. + + Returns: + dict[str, float]: Results of each evaluation metric. + """ + + result_files, tmp_dir = self.format_results(results, jsonfile_prefix) + + if isinstance(result_files, dict): + results_dict = dict() + for name in result_names: + print('Evaluating bboxes of {}'.format(name)) + ret_dict = self._evaluate_single(result_files[name]) + results_dict.update(ret_dict) + elif isinstance(result_files, str): + results_dict = self._evaluate_single(result_files) + + if tmp_dir is not None: + tmp_dir.cleanup() + + if show: + self.show(results, out_dir) + return results_dict + + +def output_to_nusc_box(detection): + """Convert the output to the box class in the nuScenes. + + Args: + detection (dict): Detection results. + + - boxes_3d (:obj:`BaseInstance3DBoxes`): Detection bbox. + - scores_3d (torch.Tensor): Detection scores. + - labels_3d (torch.Tensor): Predicted box labels. + - attrs_3d (torch.Tensor, optional): Predicted attributes. + + Returns: + list[:obj:`NuScenesBox`]: List of standard NuScenesBoxes. + """ + box3d = detection['boxes_3d'] + scores = detection['scores_3d'].numpy() + labels = detection['labels_3d'].numpy() + attrs = None + if 'attrs_3d' in detection: + attrs = detection['attrs_3d'].numpy() + + box_gravity_center = box3d.gravity_center.numpy() + box_dims = box3d.dims.numpy() + box_yaw = box3d.yaw.numpy() + + box_list = [] + for i in range(len(box3d)): + q1 = pyquaternion.Quaternion(axis=[0, 0, 1], radians=box_yaw[i]) + q2 = pyquaternion.Quaternion(axis=[1, 0, 0], radians=np.pi / 2) + quat = q2 * q1 + velocity = (box3d.tensor[i, 7], 0.0, box3d.tensor[i, 8]) + box = NuScenesBox( + box_gravity_center[i], + box_dims[i], + quat, + label=labels[i], + score=scores[i], + velocity=velocity) + box_list.append(box) + return box_list, attrs + + +def cam_nusc_box_to_global(info, + boxes, + attrs, + classes, + eval_configs, + eval_version='detection_cvpr_2019'): + """Convert the box from camera to global coordinate. + + Args: + info (dict): Info for a specific sample data, including the + calibration information. + boxes (list[:obj:`NuScenesBox`]): List of predicted NuScenesBoxes. + classes (list[str]): Mapped classes in the evaluation. + eval_configs (object): Evaluation configuration object. + eval_version (str): Evaluation version. + Default: 'detection_cvpr_2019' + + Returns: + list: List of standard NuScenesBoxes in the global + coordinate. + """ + box_list = [] + attr_list = [] + for (box, attr) in zip(boxes, attrs): + # Move box to ego vehicle coord system + box.rotate(pyquaternion.Quaternion(info['cam2ego_rotation'])) + box.translate(np.array(info['cam2ego_translation'])) + # filter det in ego. + cls_range_map = eval_configs.class_range + radius = np.linalg.norm(box.center[:2], 2) + det_range = cls_range_map[classes[box.label]] + if radius > det_range: + continue + # Move box to global coord system + box.rotate(pyquaternion.Quaternion(info['ego2global_rotation'])) + box.translate(np.array(info['ego2global_translation'])) + box_list.append(box) + attr_list.append(attr) + return box_list, attr_list + + +def global_nusc_box_to_cam(info, + boxes, + classes, + eval_configs, + eval_version='detection_cvpr_2019'): + """Convert the box from global to camera coordinate. + + Args: + info (dict): Info for a specific sample data, including the + calibration information. + boxes (list[:obj:`NuScenesBox`]): List of predicted NuScenesBoxes. + classes (list[str]): Mapped classes in the evaluation. + eval_configs (object): Evaluation configuration object. + eval_version (str): Evaluation version. + Default: 'detection_cvpr_2019' + + Returns: + list: List of standard NuScenesBoxes in the global + coordinate. + """ + box_list = [] + for box in boxes: + # Move box to ego vehicle coord system + box.translate(-np.array(info['ego2global_translation'])) + box.rotate( + pyquaternion.Quaternion(info['ego2global_rotation']).inverse) + # filter det in ego. + cls_range_map = eval_configs.class_range + radius = np.linalg.norm(box.center[:2], 2) + det_range = cls_range_map[classes[box.label]] + if radius > det_range: + continue + # Move box to camera coord system + box.translate(-np.array(info['cam2ego_translation'])) + box.rotate(pyquaternion.Quaternion(info['cam2ego_rotation']).inverse) + box_list.append(box) + return box_list + + +def nusc_box_to_cam_box3d(boxes): + locs = torch.Tensor([b.center for b in boxes]).view(-1, 3) + dims = torch.Tensor([b.wlh for b in boxes]).view(-1, 3) + rots = torch.Tensor([b.orientation.yaw_pitch_roll[0] + for b in boxes]).view(-1, 1) + velocity = torch.Tensor([b.velocity[:2] for b in boxes]).view(-1, 2) + boxes_3d = torch.cat([locs, dims, rots, velocity], dim=1).cuda() + cam_boxes3d = CameraInstance3DBoxes( + boxes_3d, box_dim=9, origin=(0.5, 0.5, 0.5)) + scores = torch.Tensor([b.score for b in boxes]).cuda() + labels = torch.LongTensor([b.label for b in boxes]).cuda() + nms_scores = scores.new_zeros(scores.shape[0], 10 + 1) + indices = labels.new_tensor(list(range(scores.shape[0]))) + nms_scores[indices, labels] = scores + return cam_boxes3d, nms_scores, labels From 9a2f8bb26e9044e438bebede4e10365982a8121a Mon Sep 17 00:00:00 2001 From: Tai-Wang Date: Mon, 29 Mar 2021 21:16:21 +0800 Subject: [PATCH 03/21] Support attribute and bbox2d prediction in bbox3dnms and bbox3d2result --- mmdet3d/core/bbox/transforms.py | 11 +++++- mmdet3d/core/post_processing/box3d_nms.py | 46 +++++++++++++++++++++-- 2 files changed, 51 insertions(+), 6 deletions(-) diff --git a/mmdet3d/core/bbox/transforms.py b/mmdet3d/core/bbox/transforms.py index f9293bae84..cbf56b6b0f 100644 --- a/mmdet3d/core/bbox/transforms.py +++ b/mmdet3d/core/bbox/transforms.py @@ -46,13 +46,15 @@ def bbox3d2roi(bbox_list): return rois -def bbox3d2result(bboxes, scores, labels): +def bbox3d2result(bboxes, scores, labels, attrs=None): """Convert detection results to a list of numpy arrays. Args: bboxes (torch.Tensor): Bounding boxes with shape of (n, 5). labels (torch.Tensor): Labels with shape of (n, ). scores (torch.Tensor): Scores with shape of (n, ). + attrs (torch.Tensor, optional): Attributes with shape of (n, ). \ + Defaults to None. Returns: dict[str, torch.Tensor]: Bounding box results in cpu mode. @@ -61,7 +63,12 @@ def bbox3d2result(bboxes, scores, labels): - scores (torch.Tensor): Prediction scores. - labels_3d (torch.Tensor): Box labels. """ - return dict( + result_dict = dict( boxes_3d=bboxes.to('cpu'), scores_3d=scores.cpu(), labels_3d=labels.cpu()) + + if attrs is not None: + result_dict['attrs_3d'] = attrs.cpu() + + return result_dict diff --git a/mmdet3d/core/post_processing/box3d_nms.py b/mmdet3d/core/post_processing/box3d_nms.py index 5731f68304..03a3b3ca96 100644 --- a/mmdet3d/core/post_processing/box3d_nms.py +++ b/mmdet3d/core/post_processing/box3d_nms.py @@ -11,7 +11,9 @@ def box3d_multiclass_nms(mlvl_bboxes, score_thr, max_num, cfg, - mlvl_dir_scores=None): + mlvl_dir_scores=None, + mlvl_attr_scores=None, + mlvl_bboxes2d=None): """Multi-class nms for 3D boxes. Args: @@ -27,10 +29,15 @@ def box3d_multiclass_nms(mlvl_bboxes, cfg (dict): Configuration dict of NMS. mlvl_dir_scores (torch.Tensor, optional): Multi-level scores of direction classifier. Defaults to None. + mlvl_attr_scores (torch.Tensor, optional): Multi-level scores + of attribute classifier. Defaults to None. + mlvl_bboxes2d (torch.Tensor, optional): Multi-level 2D bounding \ + boxes. Defaults to None. Returns: tuple[torch.Tensor]: Return results after nms, including 3D \ - bounding boxes, scores, labels and direction scores. + bounding boxes, scores, labels, direction scores, attribute \ + scores (optional) and 2D bounding boxes (optional). """ # do multi class nms # the fg class id range: [0, num_classes-1] @@ -39,6 +46,8 @@ def box3d_multiclass_nms(mlvl_bboxes, scores = [] labels = [] dir_scores = [] + attr_scores = [] + bboxes2d = [] for i in range(0, num_classes): # get bboxes and scores of this class cls_inds = mlvl_scores[:, i] > score_thr @@ -65,6 +74,12 @@ def box3d_multiclass_nms(mlvl_bboxes, if mlvl_dir_scores is not None: _mlvl_dir_scores = mlvl_dir_scores[cls_inds] dir_scores.append(_mlvl_dir_scores[selected]) + if mlvl_attr_scores is not None: + _mlvl_attr_scores = mlvl_attr_scores[cls_inds] + attr_scores.append(_mlvl_attr_scores[selected]) + if mlvl_bboxes2d is not None: + _mlvl_bboxes2d = mlvl_bboxes2d[cls_inds] + bboxes2d.append(_mlvl_bboxes2d[selected]) if bboxes: bboxes = torch.cat(bboxes, dim=0) @@ -72,6 +87,10 @@ def box3d_multiclass_nms(mlvl_bboxes, labels = torch.cat(labels, dim=0) if mlvl_dir_scores is not None: dir_scores = torch.cat(dir_scores, dim=0) + if mlvl_attr_scores is not None: + attr_scores = torch.cat(attr_scores, dim=0) + if mlvl_bboxes2d is not None: + bboxes2d = torch.cat(bboxes2d, dim=0) if bboxes.shape[0] > max_num: _, inds = scores.sort(descending=True) inds = inds[:max_num] @@ -80,12 +99,31 @@ def box3d_multiclass_nms(mlvl_bboxes, scores = scores[inds] if mlvl_dir_scores is not None: dir_scores = dir_scores[inds] + if mlvl_attr_scores is not None: + attr_scores = attr_scores[inds] + if mlvl_bboxes2d is not None: + bboxes2d = bboxes2d[inds] else: bboxes = mlvl_scores.new_zeros((0, mlvl_bboxes.size(-1))) scores = mlvl_scores.new_zeros((0, )) labels = mlvl_scores.new_zeros((0, ), dtype=torch.long) - dir_scores = mlvl_scores.new_zeros((0, )) - return bboxes, scores, labels, dir_scores + if mlvl_dir_scores is not None: + dir_scores = mlvl_scores.new_zeros((0, )) + if mlvl_attr_scores is not None: + attr_scores = mlvl_scores.new_zeros((0, )) + if mlvl_bboxes2d is not None: + bboxes2d = mlvl_scores.new_zeros((0, 4)) + + results = (bboxes, scores, labels) + + if mlvl_dir_scores is not None: + results = results + (dir_scores, ) + if mlvl_attr_scores is not None: + results = results + (attr_scores, ) + if mlvl_bboxes2d is not None: + results = results + (bboxes2d, ) + + return results def aligned_3d_nms(boxes, scores, classes, thresh): From f3671d889386cd48e739001739f3d6463ca87552 Mon Sep 17 00:00:00 2001 From: Tai-Wang Date: Tue, 30 Mar 2021 14:58:34 +0800 Subject: [PATCH 04/21] Rename dataset class and add comments to 'attrs' --- mmdet3d/core/bbox/transforms.py | 1 + mmdet3d/datasets/__init__.py | 4 ++-- ...scenes_dataset_mono.py => nuscenes_mono_dataset.py} | 10 +++++----- 3 files changed, 8 insertions(+), 7 deletions(-) rename mmdet3d/datasets/{nuscenes_dataset_mono.py => nuscenes_mono_dataset.py} (98%) diff --git a/mmdet3d/core/bbox/transforms.py b/mmdet3d/core/bbox/transforms.py index cbf56b6b0f..686618e228 100644 --- a/mmdet3d/core/bbox/transforms.py +++ b/mmdet3d/core/bbox/transforms.py @@ -62,6 +62,7 @@ def bbox3d2result(bboxes, scores, labels, attrs=None): - boxes_3d (torch.Tensor): 3D boxes. - scores (torch.Tensor): Prediction scores. - labels_3d (torch.Tensor): Box labels. + - attrs_3d (torch.Tensor, optional): Box attributes. """ result_dict = dict( boxes_3d=bboxes.to('cpu'), diff --git a/mmdet3d/datasets/__init__.py b/mmdet3d/datasets/__init__.py index 23f1e2c6fe..7583cb6134 100644 --- a/mmdet3d/datasets/__init__.py +++ b/mmdet3d/datasets/__init__.py @@ -4,7 +4,7 @@ from .kitti_dataset import KittiDataset from .lyft_dataset import LyftDataset from .nuscenes_dataset import NuScenesDataset -from .nuscenes_dataset_mono import NuScenesDatasetMono +from .nuscenes_mono_dataset import NuScenesMonoDataset from .pipelines import (BackgroundPointsFilter, GlobalRotScaleTrans, IndoorPointSample, LoadAnnotations3D, LoadPointsFromFile, LoadPointsFromMultiSweeps, @@ -19,7 +19,7 @@ __all__ = [ 'KittiDataset', 'GroupSampler', 'DistributedGroupSampler', 'build_dataloader', 'RepeatFactorDataset', 'DATASETS', 'build_dataset', - 'CocoDataset', 'NuScenesDataset', 'NuScenesDatasetMono', 'LyftDataset', + 'CocoDataset', 'NuScenesDataset', 'NuScenesMonoDataset', 'LyftDataset', 'ObjectSample', 'RandomFlip3D', 'ObjectNoise', 'GlobalRotScaleTrans', 'PointShuffle', 'ObjectRangeFilter', 'PointsRangeFilter', 'Collect3D', 'LoadPointsFromFile', 'NormalizePointsColor', 'IndoorPointSample', diff --git a/mmdet3d/datasets/nuscenes_dataset_mono.py b/mmdet3d/datasets/nuscenes_mono_dataset.py similarity index 98% rename from mmdet3d/datasets/nuscenes_dataset_mono.py rename to mmdet3d/datasets/nuscenes_mono_dataset.py index c813e70bef..0fedfb435b 100644 --- a/mmdet3d/datasets/nuscenes_dataset_mono.py +++ b/mmdet3d/datasets/nuscenes_mono_dataset.py @@ -23,7 +23,7 @@ @DATASETS.register_module() -class NuScenesDatasetMono(CocoDataset): +class NuScenesMonoDataset(CocoDataset): r"""Monocular 3D detection on NuScenes Dataset. This class serves as the API for experiments on the NuScenes Dataset. @@ -260,7 +260,7 @@ def get_attr_name(self, attr_idx, label_name): AttrMapping_rev2[attr_idx] == 'vehicle.stopped': return AttrMapping_rev2[attr_idx] else: - return NuScenesDatasetMono.DefaultAttribute[label_name] + return NuScenesMonoDataset.DefaultAttribute[label_name] elif label_name == 'pedestrian': if AttrMapping_rev2[attr_idx] == 'pedestrian.moving' or \ AttrMapping_rev2[attr_idx] == 'pedestrian.standing' or \ @@ -268,15 +268,15 @@ def get_attr_name(self, attr_idx, label_name): 'pedestrian.sitting_lying_down': return AttrMapping_rev2[attr_idx] else: - return NuScenesDatasetMono.DefaultAttribute[label_name] + return NuScenesMonoDataset.DefaultAttribute[label_name] elif label_name == 'bicycle' or label_name == 'motorcycle': if AttrMapping_rev2[attr_idx] == 'cycle.with_rider' or \ AttrMapping_rev2[attr_idx] == 'cycle.without_rider': return AttrMapping_rev2[attr_idx] else: - return NuScenesDatasetMono.DefaultAttribute[label_name] + return NuScenesMonoDataset.DefaultAttribute[label_name] else: - return NuScenesDatasetMono.DefaultAttribute[label_name] + return NuScenesMonoDataset.DefaultAttribute[label_name] def _format_bbox(self, results, jsonfile_prefix=None): """Convert the results to the standard format. From 239489a8b041b02ead71547df6e89ccd14155b5f Mon Sep 17 00:00:00 2001 From: Tai-Wang Date: Mon, 5 Apr 2021 17:13:43 +0800 Subject: [PATCH 05/21] Support mono3d related pipelines --- mmdet3d/datasets/pipelines/formating.py | 19 ++++-- mmdet3d/datasets/pipelines/loading.py | 70 ++++++++++++++++++++- mmdet3d/datasets/pipelines/transforms_3d.py | 65 +++++++++++++++++++ 3 files changed, 147 insertions(+), 7 deletions(-) diff --git a/mmdet3d/datasets/pipelines/formating.py b/mmdet3d/datasets/pipelines/formating.py index f5b2def535..36d612a755 100644 --- a/mmdet3d/datasets/pipelines/formating.py +++ b/mmdet3d/datasets/pipelines/formating.py @@ -51,7 +51,8 @@ def __call__(self, results): results['img'] = DC(to_tensor(img), stack=True) for key in [ 'proposals', 'gt_bboxes', 'gt_bboxes_ignore', 'gt_labels', - 'gt_labels_3d', 'pts_instance_mask', 'pts_semantic_mask' + 'gt_labels_3d', 'attr_labels', 'pts_instance_mask', + 'pts_semantic_mask', 'centers2d', 'depths' ]: if key not in results: continue @@ -134,11 +135,11 @@ def __init__(self, keys, meta_keys=('filename', 'ori_shape', 'img_shape', 'lidar2img', 'pad_shape', 'scale_factor', 'flip', - 'pcd_horizontal_flip', 'pcd_vertical_flip', - 'box_mode_3d', 'box_type_3d', 'img_norm_cfg', - 'rect', 'Trv2c', 'P2', 'pcd_trans', 'sample_idx', - 'pcd_scale_factor', 'pcd_rotation', 'pts_filename', - 'transformation_3d_flow')): + 'cam_intrinsic', 'pcd_horizontal_flip', + 'pcd_vertical_flip', 'box_mode_3d', 'box_type_3d', + 'img_norm_cfg', 'rect', 'Trv2c', 'P2', 'pcd_trans', + 'sample_idx', 'pcd_scale_factor', 'pcd_rotation', + 'pts_filename', 'transformation_3d_flow')): self.keys = keys self.meta_keys = meta_keys @@ -222,6 +223,11 @@ def __call__(self, results): if 'gt_names_3d' in results: results['gt_names_3d'] = results['gt_names_3d'][ gt_bboxes_3d_mask] + if 'centers2d' in results: + results['centers2d'] = results['centers2d'][ + gt_bboxes_3d_mask] + if 'depths' in results: + results['depths'] = results['depths'][gt_bboxes_3d_mask] if 'gt_bboxes_mask' in results: gt_bboxes_mask = results['gt_bboxes_mask'] if 'gt_bboxes' in results: @@ -230,6 +236,7 @@ def __call__(self, results): if self.with_label: if 'gt_names' in results and len(results['gt_names']) == 0: results['gt_labels'] = np.array([], dtype=np.int64) + results['attr_labels'] = np.array([], dtype=np.int64) elif 'gt_names' in results and isinstance( results['gt_names'][0], list): # gt_labels might be a list of list in multi-view setting diff --git a/mmdet3d/datasets/pipelines/loading.py b/mmdet3d/datasets/pipelines/loading.py index 4e9bfd2a53..96a10da9ff 100644 --- a/mmdet3d/datasets/pipelines/loading.py +++ b/mmdet3d/datasets/pipelines/loading.py @@ -3,7 +3,7 @@ from mmdet3d.core.points import BasePoints, get_points_type from mmdet.datasets.builder import PIPELINES -from mmdet.datasets.pipelines import LoadAnnotations +from mmdet.datasets.pipelines import LoadAnnotations, LoadImageFromFile @PIPELINES.register_module() @@ -65,6 +65,33 @@ def __repr__(self): self.__class__.__name__, self.to_float32, self.color_type) +@PIPELINES.register_module() +class LoadImageFromFileMono3D(LoadImageFromFile): + """Load an image from file in monocular 3D object detection. Compared to 2D + detection, additional camera parameters need to be loaded. + + Args: + kwargs (dict): Arguments are the same as those in \ + :class:`LoadImageFromFile`. + """ + + def __init__(self, **kwargs): + super().__init__(**kwargs) + + def __call__(self, results): + """Call functions to load image and get image meta information. + + Args: + results (dict): Result dict from :obj:`mmdet.CustomDataset`. + + Returns: + dict: The dict contains loaded image and meta information. + """ + super().__call__(results) + results['cam_intrinsic'] = results['img_info']['cam_intrinsic'] + return results + + @PIPELINES.register_module() class LoadPointsFromMultiSweeps(object): """Load points from multiple sweeps. @@ -405,6 +432,8 @@ class LoadAnnotations3D(LoadAnnotations): Defaults to True. with_label_3d (bool, optional): Whether to load 3D labels. Defaults to True. + with_attr_label (bool, optional): Whether to load attribute label. + Defaults to False. with_mask_3d (bool, optional): Whether to load 3D instance masks. for points. Defaults to False. with_seg_3d (bool, optional): Whether to load 3D semantic masks. @@ -417,6 +446,8 @@ class LoadAnnotations3D(LoadAnnotations): Defaults to False. with_seg (bool, optional): Whether to load 2D semantic masks. Defaults to False. + with_bbox_depth (bool, optional): Whether to load 2.5D boxes. + Defaults to False. poly2mask (bool, optional): Whether to convert polygon annotations to bitmasks. Defaults to True. seg_3d_dtype (dtype, optional): Dtype of 3D semantic masks. @@ -429,12 +460,14 @@ class LoadAnnotations3D(LoadAnnotations): def __init__(self, with_bbox_3d=True, with_label_3d=True, + with_attr_label=False, with_mask_3d=False, with_seg_3d=False, with_bbox=False, with_label=False, with_mask=False, with_seg=False, + with_bbox_depth=False, poly2mask=True, seg_3d_dtype='int', file_client_args=dict(backend='disk')): @@ -446,7 +479,9 @@ def __init__(self, poly2mask, file_client_args=file_client_args) self.with_bbox_3d = with_bbox_3d + self.with_bbox_depth = with_bbox_depth self.with_label_3d = with_label_3d + self.with_attr_label = with_attr_label self.with_mask_3d = with_mask_3d self.with_seg_3d = with_seg_3d self.seg_3d_dtype = seg_3d_dtype @@ -464,6 +499,19 @@ def _load_bboxes_3d(self, results): results['bbox3d_fields'].append('gt_bboxes_3d') return results + def _load_bboxes_depth(self, results): + """Private function to load 2.5D bounding box annotations. + + Args: + results (dict): Result dict from :obj:`mmdet3d.CustomDataset`. + + Returns: + dict: The dict containing loaded 2.5D bounding box annotations. + """ + results['centers2d'] = results['ann_info']['centers2d'] + results['depths'] = results['ann_info']['depths'] + return results + def _load_labels_3d(self, results): """Private function to load label annotations. @@ -476,6 +524,18 @@ def _load_labels_3d(self, results): results['gt_labels_3d'] = results['ann_info']['gt_labels_3d'] return results + def _load_attr_labels(self, results): + """Private function to load label annotations. + + Args: + results (dict): Result dict from :obj:`mmdet3d.CustomDataset`. + + Returns: + dict: The dict containing loaded label annotations. + """ + results['attr_labels'] = results['ann_info']['attr_labels'] + return results + def _load_masks_3d(self, results): """Private function to load 3D mask annotations. @@ -543,8 +603,14 @@ def __call__(self, results): results = self._load_bboxes_3d(results) if results is None: return None + if self.with_bbox_depth: + results = self._load_bboxes_depth(results) + if results is None: + return None if self.with_label_3d: results = self._load_labels_3d(results) + if self.with_attr_label: + results = self._load_attr_labels(results) if self.with_mask_3d: results = self._load_masks_3d(results) if self.with_seg_3d: @@ -558,11 +624,13 @@ def __repr__(self): repr_str = self.__class__.__name__ + '(\n' repr_str += f'{indent_str}with_bbox_3d={self.with_bbox_3d}, ' repr_str += f'{indent_str}with_label_3d={self.with_label_3d}, ' + repr_str += f'{indent_str}with_attr_label={self.with_attr_label}, ' repr_str += f'{indent_str}with_mask_3d={self.with_mask_3d}, ' repr_str += f'{indent_str}with_seg_3d={self.with_seg_3d}, ' repr_str += f'{indent_str}with_bbox={self.with_bbox}, ' repr_str += f'{indent_str}with_label={self.with_label}, ' repr_str += f'{indent_str}with_mask={self.with_mask}, ' repr_str += f'{indent_str}with_seg={self.with_seg}, ' + repr_str += f'{indent_str}with_bbox_depth={self.with_bbox_depth}, ' repr_str += f'{indent_str}poly2mask={self.poly2mask})' return repr_str diff --git a/mmdet3d/datasets/pipelines/transforms_3d.py b/mmdet3d/datasets/pipelines/transforms_3d.py index 972615e35b..7db8dc157e 100644 --- a/mmdet3d/datasets/pipelines/transforms_3d.py +++ b/mmdet3d/datasets/pipelines/transforms_3d.py @@ -116,6 +116,71 @@ def __repr__(self): return repr_str +@PIPELINES.register_module() +class RandomFlipMono3D(RandomFlip3D): + """Flip the image & bbox in monocular 3D detection. + + If the input dict contains the key "flip", then the flag will be used, + otherwise it will be randomly decided by a ratio specified in the init + method. + + Args: + kwargs (dict): The same parameters as RandomFlip3D. + """ + + def __init__(self, **kwargs): + super(RandomFlipMono3D, self).__init__(**kwargs) + assert self.sync_2d is True, 'Only support sync_2d=True in Mono3D.' + + def random_flip_data_3d(self, input_dict, direction='horizontal'): + """Flip 3D data randomly. + + Args: + input_dict (dict): Result dict from loading pipeline. + direction (str): Flip direction. Default: horizontal. + + Returns: + dict: Flipped results, 'centers2d', bbox3d_fields' keys are \ + updated in the result dict. + """ + assert direction == 'horizontal', 'Not support vertical in Mono3D.' + if len(input_dict['bbox3d_fields']) == 0: # test mode + input_dict['bbox3d_fields'].append('empty_box3d') + input_dict['empty_box3d'] = input_dict['box_type_3d']( + np.array([], dtype=np.float32)) + assert len(input_dict['bbox3d_fields']) == 1 + for key in input_dict['bbox3d_fields']: + input_dict[key].flip(direction) # Don't need to flip points here + w = input_dict['img_shape'][1] + if 'centers2d' in input_dict: + input_dict['centers2d'][..., 0] = \ + w - input_dict['centers2d'][..., 0] + + def __call__(self, input_dict): + """Call function to flip values in the ``bbox3d_fields`` and also \ + flip 2D image and its 2.5D annotations. + + Args: + input_dict (dict): Result dict from loading pipeline. + + Returns: + dict: Flipped results, 'flip', 'flip_direction', \ + 'pcd_horizontal_flip' and 'pcd_vertical_flip' keys are added \ + into result dict. + """ + # filp 2D image and its annotations + super(RandomFlipMono3D, self).__call__(input_dict) + return input_dict + + def __repr__(self): + """str: Return a string that describes the module.""" + repr_str = self.__class__.__name__ + repr_str += '(sync_2d={},'.format(self.sync_2d) + repr_str += 'flip_ratio_bev_vertical={})'.format( + self.flip_ratio_bev_vertical) + return repr_str + + @PIPELINES.register_module() class ObjectSample(object): """Sample GT objects to the data. From 990d3d3667ec03baacd92a77887efaf0aef7e721 Mon Sep 17 00:00:00 2001 From: Tai-Wang Date: Mon, 5 Apr 2021 19:45:24 +0800 Subject: [PATCH 06/21] Fix unittest for loading 3D annotations --- .../test_pipelines/test_loadings/test_loading.py | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/tests/test_data/test_pipelines/test_loadings/test_loading.py b/tests/test_data/test_pipelines/test_loadings/test_loading.py index 5fa744398a..b405be62ed 100644 --- a/tests/test_data/test_pipelines/test_loadings/test_loading.py +++ b/tests/test_data/test_pipelines/test_loadings/test_loading.py @@ -106,10 +106,11 @@ def test_load_annotations3D(): scannet_pts_semantic_mask = scannet_results['pts_semantic_mask'] repr_str = repr(scannet_load_annotations3D) expected_repr_str = 'LoadAnnotations3D(\n with_bbox_3d=True, ' \ - 'with_label_3d=True, with_mask_3d=True, ' \ - 'with_seg_3d=True, with_bbox=False, ' \ - 'with_label=False, with_mask=False, ' \ - 'with_seg=False, poly2mask=True)' + 'with_label_3d=True, with_attr_label=False, ' \ + 'with_mask_3d=True, with_seg_3d=True, ' \ + 'with_bbox=False, with_label=False, ' \ + 'with_mask=False, with_seg=False, ' \ + 'with_bbox_depth=False, poly2mask=True)' assert repr_str == expected_repr_str assert scannet_gt_boxes.tensor.shape == (27, 7) assert scannet_gt_labels.shape == (27, ) From e9ca4e759f8a92983b796eb3d4cfe10ec9deb179 Mon Sep 17 00:00:00 2001 From: Tai-Wang Date: Tue, 6 Apr 2021 15:52:11 +0800 Subject: [PATCH 07/21] Add unit test for nuscenes mono3d dataset --- .../test_nuscenes_mono_dataset.py | 148 ++++++++++++++++++ 1 file changed, 148 insertions(+) create mode 100644 tests/test_data/test_datasets/test_nuscenes_mono_dataset.py diff --git a/tests/test_data/test_datasets/test_nuscenes_mono_dataset.py b/tests/test_data/test_datasets/test_nuscenes_mono_dataset.py new file mode 100644 index 0000000000..2cd68fde9e --- /dev/null +++ b/tests/test_data/test_datasets/test_nuscenes_mono_dataset.py @@ -0,0 +1,148 @@ +import mmcv +import numpy as np +import torch + +from mmdet3d.datasets import NuScenesMonoDataset + + +def test_getitem(): + np.random.seed(0) + class_names = [ + 'car', 'truck', 'trailer', 'bus', 'construction_vehicle', 'bicycle', + 'motorcycle', 'pedestrian', 'traffic_cone', 'barrier' + ] + img_norm_cfg = dict( + mean=[102.9801, 115.9465, 122.7717], std=[1.0, 1.0, 1.0], to_rgb=False) + pipeline = [ + dict(type='LoadImageFromFileMono3D'), + dict( + type='LoadAnnotations3D', + with_bbox=True, + with_label=True, + with_attr_label=True, + with_bbox_3d=True, + with_label_3d=True, + with_bbox_depth=True), + dict(type='Resize', img_scale=(1600, 900), keep_ratio=True), + dict(type='RandomFlipMono3D', flip_ratio_bev_horizontal=1.0), + dict(type='Normalize', **img_norm_cfg), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle3D', class_names=class_names), + dict( + type='Collect3D', + keys=[ + 'img', 'gt_bboxes', 'gt_labels', 'attr_labels', 'gt_bboxes_3d', + 'gt_labels_3d', 'centers2d', 'depths' + ]), + ] + + nus_dataset = NuScenesMonoDataset( + ann_file='tests/data/nuscenes/nus_infos_mono3d.coco.json', + pipeline=pipeline, + data_root='tests/data/nuscenes/', + img_prefix='tests/data/nuscenes/', + test_mode=False) + + data = nus_dataset[0] + img_metas = data['img_metas']._data + filename = img_metas['filename'] + img_shape = img_metas['img_shape'] + pad_shape = img_metas['pad_shape'] + flip = img_metas['flip'] + bboxes = data['gt_bboxes']._data + attrs = data['attr_labels']._data + labels3d = data['gt_labels_3d']._data + labels = data['gt_labels']._data + centers2d = data['centers2d']._data + depths = data['depths']._data + + expected_filename = 'tests/data/nuscenes/samples/CAM_BACK_LEFT/' + \ + 'n015-2018-07-18-11-07-57+0800__CAM_BACK_LEFT__1531883530447423.jpg' + expected_img_shape = (900, 1600, 3) + expected_pad_shape = (928, 1600, 3) + expected_flip = True + expected_bboxes = torch.tensor([[485.4207, 513.7568, 515.4637, 576.1393], + [748.9482, 512.0452, 776.4941, 571.6310], + [432.1318, 427.8805, 508.4290, 578.1468], + [367.3779, 427.7682, 439.4244, 578.8904], + [592.8713, 515.0040, 623.4984, 575.0945]]) + expected_attr_labels = torch.tensor([8, 8, 4, 4, 8]) + expected_labels = torch.tensor([8, 8, 7, 7, 8]) + expected_centers2d = torch.tensor([[500.6090, 544.6358], + [762.8789, 541.5280], + [471.1633, 502.2295], + [404.1957, 502.5908], + [608.3627, 544.7317]]) + expected_depths = torch.tensor( + [15.3193, 15.6073, 14.7567, 14.8803, 15.4923]) + + assert filename == expected_filename + assert img_shape == expected_img_shape + assert pad_shape == expected_pad_shape + assert flip == expected_flip + assert torch.allclose(bboxes, expected_bboxes, 1e-5) + assert torch.all(attrs == expected_attr_labels) + assert torch.all(labels == expected_labels) + assert torch.all(labels3d == expected_labels) + assert torch.allclose(centers2d, expected_centers2d, 1e-5) + assert torch.allclose(depths, expected_depths, 1e-5) + + +def test_format_results(): + root_path = 'tests/data/nuscenes/' + ann_file = 'tests/data/nuscenes/nus_infos_mono3d.coco.json' + class_names = [ + 'car', 'truck', 'trailer', 'bus', 'construction_vehicle', 'bicycle', + 'motorcycle', 'pedestrian', 'traffic_cone', 'barrier' + ] + pipeline = [ + dict(type='LoadImageFromFileMono3D'), + dict( + type='LoadAnnotations3D', + with_bbox=True, + with_label=True, + with_attr_label=True, + with_bbox_3d=True, + with_label_3d=True, + with_bbox_depth=True), + dict(type='Resize', img_scale=(1600, 900), keep_ratio=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle3D', class_names=class_names), + dict( + type='Collect3D', + keys=[ + 'img', 'gt_bboxes', 'gt_labels', 'attr_labels', 'gt_bboxes_3d', + 'gt_labels_3d', 'centers2d', 'depths' + ]), + ] + nus_dataset = NuScenesMonoDataset( + ann_file=ann_file, + pipeline=pipeline, + data_root=root_path, + test_mode=True) + results = mmcv.load('tests/data/nuscenes/sample_results.pkl') + result_files, tmp_dir = nus_dataset.format_results(results) + result_data = mmcv.load(result_files['img_bbox']) + assert len(result_data['results'].keys()) == 1 + assert len(result_data['results']['e93e98b63d3b40209056d129dc53ceee']) == 8 + det = result_data['results']['e93e98b63d3b40209056d129dc53ceee'][0] + + expected_token = 'e93e98b63d3b40209056d129dc53ceee' + expected_trans = torch.tensor( + [1018.753821915645, 605.190386124652, 0.7266818822266328]) + expected_size = torch.tensor([1.6380000114440918, 4.25, 1.440000057220459]) + expected_rotation = torch.tensor([ + -0.9924980733795628, -0.013604682549109839, 0.01027292674776989, + -0.12106590736714223 + ]) + expected_detname = 'car' + expected_attr = 'vehicle.moving' + + assert det['sample_token'] == expected_token + assert torch.allclose( + torch.tensor(det['translation']), expected_trans, 1e-5) + assert torch.allclose(torch.tensor(det['size']), expected_size, 1e-5) + assert torch.allclose( + torch.tensor(det['rotation']), expected_rotation, 1e-5) + assert det['detection_name'] == expected_detname + assert det['attribute_name'] == expected_attr From 1a6f26ede02bcaf1a4e47f0b3a1f5225df1b77fe Mon Sep 17 00:00:00 2001 From: Tai-Wang Date: Tue, 6 Apr 2021 15:59:02 +0800 Subject: [PATCH 08/21] Rename the sample result file --- tests/test_data/test_datasets/test_nuscenes_mono_dataset.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/test_data/test_datasets/test_nuscenes_mono_dataset.py b/tests/test_data/test_datasets/test_nuscenes_mono_dataset.py index 2cd68fde9e..f228053a92 100644 --- a/tests/test_data/test_datasets/test_nuscenes_mono_dataset.py +++ b/tests/test_data/test_datasets/test_nuscenes_mono_dataset.py @@ -120,7 +120,7 @@ def test_format_results(): pipeline=pipeline, data_root=root_path, test_mode=True) - results = mmcv.load('tests/data/nuscenes/sample_results.pkl') + results = mmcv.load('tests/data/nuscenes/mono3d_sample_results.pkl') result_files, tmp_dir = nus_dataset.format_results(results) result_data = mmcv.load(result_files['img_bbox']) assert len(result_data['results'].keys()) == 1 From 5be6b258d2a37fae003748a3036ff0a7a8e7794b Mon Sep 17 00:00:00 2001 From: twang <30491025+Tai-Wang@users.noreply.github.com> Date: Tue, 6 Apr 2021 16:05:09 +0800 Subject: [PATCH 09/21] Upload sample data for mono3d unit test --- tests/data/nuscenes/mono3d_sample_results.pkl | Bin 0 -> 8946 bytes tests/data/nuscenes/nus_infos_mono3d.coco.json | 1 + 2 files changed, 1 insertion(+) create mode 100644 tests/data/nuscenes/mono3d_sample_results.pkl create mode 100644 tests/data/nuscenes/nus_infos_mono3d.coco.json diff --git a/tests/data/nuscenes/mono3d_sample_results.pkl b/tests/data/nuscenes/mono3d_sample_results.pkl new file mode 100644 index 0000000000000000000000000000000000000000..fa03f0094edd848cda80688308acdedd3e22ac14 GIT binary patch literal 8946 zcmds+cYG5^7RTiVSkzFD19F5*aY%4vbrEc>z(7D35{5fYR}w{*Hb@{#ywwQeB)W(= 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zLPme2Q2>kITG~QhIrn~DOcQwnxWgbCXa3y#)U@))tRC)`qMSGnYY3T9-N!OiYg3pV zIk%3ul`-O9SnKj-){Rcamqs234v@&FX#8t&+VKC^eyYv&BUb-`)C_BB5aoMgi_=94 z0dQv*%nOzL^T???iPgaO96hBtT_(#P*%e4rg#_2RI@*Sc*#QT>u(9LfFFIdKt46?n zJWrUhtc?3;4Hqc!@t+7uTMq|5nR9W+e$k6u0MHvu|9JbAE;+#61(-&xe}0dsHW9A> H_v-%u86!-M literal 0 HcmV?d00001 From e3c327756947fa3e737efaa1a8ccbf47e749aeb1 Mon Sep 17 00:00:00 2001 From: Tai-Wang Date: Tue, 6 Apr 2021 16:36:14 +0800 Subject: [PATCH 14/21] Remove unnecessary 'f' --- mmdet3d/core/bbox/box_np_ops.py | 6 +++--- mmdet3d/core/bbox/structures/utils.py | 6 +++--- 2 files changed, 6 insertions(+), 6 deletions(-) diff --git a/mmdet3d/core/bbox/box_np_ops.py b/mmdet3d/core/bbox/box_np_ops.py index dfac5c9f1f..bd54a7483d 100644 --- a/mmdet3d/core/bbox/box_np_ops.py +++ b/mmdet3d/core/bbox/box_np_ops.py @@ -349,11 +349,11 @@ def points_cam2img(points_3d, proj_mat, with_depth=False): points_shape = list(points_3d.shape) points_shape[-1] = 1 - assert len(proj_mat.shape) == 2, f'The dimension of the projection'\ - f'matrix should be 2 instead of {len(proj_mat.shape)}.' + assert len(proj_mat.shape) == 2, 'The dimension of the projection'\ + f' matrix should be 2 instead of {len(proj_mat.shape)}.' d1, d2 = proj_mat.shape[:2] assert (d1 == 3 and d2 == 3) or (d1 == 3 and d2 == 4) or ( - d1 == 4 and d2 == 4), f'The shape of the projection matrix'\ + d1 == 4 and d2 == 4), 'The shape of the projection matrix'\ f' ({d1}*{d2}) is not supported.' if d1 == 3: proj_mat_expanded = np.eye(4, dtype=proj_mat.dtype) diff --git a/mmdet3d/core/bbox/structures/utils.py b/mmdet3d/core/bbox/structures/utils.py index f1ac47fe36..b1dd9b82c9 100644 --- a/mmdet3d/core/bbox/structures/utils.py +++ b/mmdet3d/core/bbox/structures/utils.py @@ -124,11 +124,11 @@ def points_cam2img(points_3d, proj_mat): points_num = list(points_3d.shape)[:-1] points_shape = np.concatenate([points_num, [1]], axis=0).tolist() - assert len(proj_mat.shape) == 2, f'The dimension of the projection'\ - f'matrix should be 2 instead of {len(proj_mat.shape)}.' + assert len(proj_mat.shape) == 2, 'The dimension of the projection'\ + f' matrix should be 2 instead of {len(proj_mat.shape)}.' d1, d2 = proj_mat.shape[:2] assert (d1 == 3 and d2 == 3) or (d1 == 3 and d2 == 4) or ( - d1 == 4 and d2 == 4), f'The shape of the projection matrix'\ + d1 == 4 and d2 == 4), 'The shape of the projection matrix'\ f' ({d1}*{d2}) is not supported.' if d1 == 3: proj_mat_expanded = torch.eye( From 93d381676bb7531ec3ec73dab5818f9f6cf6cab2 Mon Sep 17 00:00:00 2001 From: Tai-Wang Date: Tue, 6 Apr 2021 16:46:53 +0800 Subject: [PATCH 15/21] Remove unnecessary \ in arguments --- mmdet3d/core/post_processing/box3d_nms.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mmdet3d/core/post_processing/box3d_nms.py b/mmdet3d/core/post_processing/box3d_nms.py index d71d491bef..ebaa399e8f 100644 --- a/mmdet3d/core/post_processing/box3d_nms.py +++ b/mmdet3d/core/post_processing/box3d_nms.py @@ -31,7 +31,7 @@ def box3d_multiclass_nms(mlvl_bboxes, of direction classifier. Defaults to None. mlvl_attr_scores (torch.Tensor, optional): Multi-level scores of attribute classifier. Defaults to None. - mlvl_bboxes2d (torch.Tensor, optional): Multi-level 2D bounding \ + mlvl_bboxes2d (torch.Tensor, optional): Multi-level 2D bounding boxes. Defaults to None. Returns: From a89a54cf59ec373bd6c3cb4d503c26137c919444 Mon Sep 17 00:00:00 2001 From: Tai-Wang Date: Tue, 6 Apr 2021 16:48:48 +0800 Subject: [PATCH 16/21] Remove check for pycocotools version because it has been done in the cocodataset --- mmdet3d/datasets/nuscenes_mono_dataset.py | 12 +----------- 1 file changed, 1 insertion(+), 11 deletions(-) diff --git a/mmdet3d/datasets/nuscenes_mono_dataset.py b/mmdet3d/datasets/nuscenes_mono_dataset.py index 0fedfb435b..d39e50b307 100644 --- a/mmdet3d/datasets/nuscenes_mono_dataset.py +++ b/mmdet3d/datasets/nuscenes_mono_dataset.py @@ -8,19 +8,9 @@ from os import path as osp from mmdet3d.core import bbox3d2result, box3d_multiclass_nms, xywhr2xyxyr -from mmdet.datasets import DATASETS +from mmdet.datasets import DATASETS, CocoDataset from ..core.bbox import CameraInstance3DBoxes, get_box_type -try: - import pycocotools - assert pycocotools.__version__ >= '12.0.2' -except AssertionError: - raise AssertionError('Incompatible version of pycocotools is installed. ' - 'Run pip uninstall pycocotools first. Then run pip ' - 'install mmpycocotools to install open-mmlab forked ' - 'pycocotools.') -from mmdet.datasets import CocoDataset - @DATASETS.register_module() class NuScenesMonoDataset(CocoDataset): From 95db129134057e76b3df7c129b2f911ec56aa81d Mon Sep 17 00:00:00 2001 From: Tai-Wang Date: Tue, 6 Apr 2021 16:53:41 +0800 Subject: [PATCH 17/21] Remove unnecessary comma, add TODO and change init of attrs in format_results --- mmdet3d/datasets/nuscenes_mono_dataset.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/mmdet3d/datasets/nuscenes_mono_dataset.py b/mmdet3d/datasets/nuscenes_mono_dataset.py index d39e50b307..9d2f933d10 100644 --- a/mmdet3d/datasets/nuscenes_mono_dataset.py +++ b/mmdet3d/datasets/nuscenes_mono_dataset.py @@ -88,8 +88,7 @@ def __init__(self, use_lidar=False, use_radar=False, use_map=False, - use_external=False, - ) + use_external=False) def pre_pipeline(self, results): """Initialization before data preparation. @@ -237,6 +236,7 @@ def get_attr_name(self, attr_idx, label_name): Returns: str: Predicted attribute name. """ + # TODO: Simplify the variable name AttrMapping_rev2 = [ 'cycle.with_rider', 'cycle.without_rider', 'pedestrian.moving', 'pedestrian.standing', 'pedestrian.sitting_lying_down', @@ -328,7 +328,7 @@ def _format_bbox(self, results, jsonfile_prefix=None): cam_boxes3d_for_nms = xywhr2xyxyr(cam_boxes3d.bev) boxes3d = cam_boxes3d.tensor # generate attr scores from attr labels - attrs = torch.LongTensor([attr for attr in attrs_per_frame]).cuda() + attrs = labels.new_tensor([attr for attr in attrs_per_frame]) boxes3d, scores, labels, attrs = box3d_multiclass_nms( boxes3d, cam_boxes3d_for_nms, From e8d336d864f730bf3c01ee90684d15bef473eacb Mon Sep 17 00:00:00 2001 From: Tai-Wang Date: Tue, 6 Apr 2021 20:27:44 +0800 Subject: [PATCH 18/21] Merge RandomFlip3D and RandomFlipMono3D --- mmdet3d/datasets/pipelines/transforms_3d.py | 78 +++---------------- .../test_nuscenes_mono_dataset.py | 2 +- 2 files changed, 12 insertions(+), 68 deletions(-) diff --git a/mmdet3d/datasets/pipelines/transforms_3d.py b/mmdet3d/datasets/pipelines/transforms_3d.py index 7db8dc157e..6f7a7efd18 100644 --- a/mmdet3d/datasets/pipelines/transforms_3d.py +++ b/mmdet3d/datasets/pipelines/transforms_3d.py @@ -65,8 +65,17 @@ def random_flip_data_3d(self, input_dict, direction='horizontal'): np.array([], dtype=np.float32)) assert len(input_dict['bbox3d_fields']) == 1 for key in input_dict['bbox3d_fields']: - input_dict['points'] = input_dict[key].flip( - direction, points=input_dict['points']) + if 'points' in input_dict: + input_dict['points'] = input_dict[key].flip( + direction, points=input_dict['points']) + else: + input_dict[key].flip(direction) + if 'centers2d' in input_dict: + assert self.sync_2d is True and direction == 'horizontal', \ + 'Only support sync_2d=True and horizontal flip with images' + w = input_dict['img_shape'][1] + input_dict['centers2d'][..., 0] = \ + w - input_dict['centers2d'][..., 0] def __call__(self, input_dict): """Call function to flip points, values in the ``bbox3d_fields`` and \ @@ -116,71 +125,6 @@ def __repr__(self): return repr_str -@PIPELINES.register_module() -class RandomFlipMono3D(RandomFlip3D): - """Flip the image & bbox in monocular 3D detection. - - If the input dict contains the key "flip", then the flag will be used, - otherwise it will be randomly decided by a ratio specified in the init - method. - - Args: - kwargs (dict): The same parameters as RandomFlip3D. - """ - - def __init__(self, **kwargs): - super(RandomFlipMono3D, self).__init__(**kwargs) - assert self.sync_2d is True, 'Only support sync_2d=True in Mono3D.' - - def random_flip_data_3d(self, input_dict, direction='horizontal'): - """Flip 3D data randomly. - - Args: - input_dict (dict): Result dict from loading pipeline. - direction (str): Flip direction. Default: horizontal. - - Returns: - dict: Flipped results, 'centers2d', bbox3d_fields' keys are \ - updated in the result dict. - """ - assert direction == 'horizontal', 'Not support vertical in Mono3D.' - if len(input_dict['bbox3d_fields']) == 0: # test mode - input_dict['bbox3d_fields'].append('empty_box3d') - input_dict['empty_box3d'] = input_dict['box_type_3d']( - np.array([], dtype=np.float32)) - assert len(input_dict['bbox3d_fields']) == 1 - for key in input_dict['bbox3d_fields']: - input_dict[key].flip(direction) # Don't need to flip points here - w = input_dict['img_shape'][1] - if 'centers2d' in input_dict: - input_dict['centers2d'][..., 0] = \ - w - input_dict['centers2d'][..., 0] - - def __call__(self, input_dict): - """Call function to flip values in the ``bbox3d_fields`` and also \ - flip 2D image and its 2.5D annotations. - - Args: - input_dict (dict): Result dict from loading pipeline. - - Returns: - dict: Flipped results, 'flip', 'flip_direction', \ - 'pcd_horizontal_flip' and 'pcd_vertical_flip' keys are added \ - into result dict. - """ - # filp 2D image and its annotations - super(RandomFlipMono3D, self).__call__(input_dict) - return input_dict - - def __repr__(self): - """str: Return a string that describes the module.""" - repr_str = self.__class__.__name__ - repr_str += '(sync_2d={},'.format(self.sync_2d) - repr_str += 'flip_ratio_bev_vertical={})'.format( - self.flip_ratio_bev_vertical) - return repr_str - - @PIPELINES.register_module() class ObjectSample(object): """Sample GT objects to the data. diff --git a/tests/test_data/test_datasets/test_nuscenes_mono_dataset.py b/tests/test_data/test_datasets/test_nuscenes_mono_dataset.py index f228053a92..8cdd485fc1 100644 --- a/tests/test_data/test_datasets/test_nuscenes_mono_dataset.py +++ b/tests/test_data/test_datasets/test_nuscenes_mono_dataset.py @@ -24,7 +24,7 @@ def test_getitem(): with_label_3d=True, with_bbox_depth=True), dict(type='Resize', img_scale=(1600, 900), keep_ratio=True), - dict(type='RandomFlipMono3D', flip_ratio_bev_horizontal=1.0), + dict(type='RandomFlip3D', flip_ratio_bev_horizontal=1.0), dict(type='Normalize', **img_norm_cfg), dict(type='Pad', size_divisor=32), dict(type='DefaultFormatBundle3D', class_names=class_names), From 0fe44f978aa70fb2905772183e52a09cd2e1d685 Mon Sep 17 00:00:00 2001 From: Tai-Wang Date: Tue, 6 Apr 2021 21:00:06 +0800 Subject: [PATCH 19/21] Add pytest to check whether cuda is available in the unit test --- mmdet3d/datasets/nuscenes_mono_dataset.py | 9 +++++++++ .../test_datasets/test_nuscenes_mono_dataset.py | 3 +++ 2 files changed, 12 insertions(+) diff --git a/mmdet3d/datasets/nuscenes_mono_dataset.py b/mmdet3d/datasets/nuscenes_mono_dataset.py index 9d2f933d10..cca2f3f6a3 100644 --- a/mmdet3d/datasets/nuscenes_mono_dataset.py +++ b/mmdet3d/datasets/nuscenes_mono_dataset.py @@ -639,6 +639,15 @@ def global_nusc_box_to_cam(info, def nusc_box_to_cam_box3d(boxes): + """Convert boxes from :obj:`NuScenesBox` to :obj:`CameraInstance3DBoxes`. + + Args: + boxes (list[:obj:`NuScenesBox`]): List of predicted NuScenesBoxes. + + Returns: + tuple (:obj:`CameraInstance3DBoxes` | torch.Tensor | torch.Tensor): \ + Converted 3D bounding boxes, scores and labels. + """ locs = torch.Tensor([b.center for b in boxes]).view(-1, 3) dims = torch.Tensor([b.wlh for b in boxes]).view(-1, 3) rots = torch.Tensor([b.orientation.yaw_pitch_roll[0] diff --git a/tests/test_data/test_datasets/test_nuscenes_mono_dataset.py b/tests/test_data/test_datasets/test_nuscenes_mono_dataset.py index 8cdd485fc1..03a0614c91 100644 --- a/tests/test_data/test_datasets/test_nuscenes_mono_dataset.py +++ b/tests/test_data/test_datasets/test_nuscenes_mono_dataset.py @@ -1,5 +1,6 @@ import mmcv import numpy as np +import pytest import torch from mmdet3d.datasets import NuScenesMonoDataset @@ -89,6 +90,8 @@ def test_getitem(): def test_format_results(): + if not torch.cuda.is_available(): + pytest.skip('test requires GPU and torch+cuda') root_path = 'tests/data/nuscenes/' ann_file = 'tests/data/nuscenes/nus_infos_mono3d.coco.json' class_names = [ From 3d3d413958fd152a45f36e1c0ff10b073dffe850 Mon Sep 17 00:00:00 2001 From: Tai-Wang Date: Wed, 7 Apr 2021 14:59:43 +0800 Subject: [PATCH 20/21] Add visualization TODO --- mmdet3d/datasets/nuscenes_mono_dataset.py | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/mmdet3d/datasets/nuscenes_mono_dataset.py b/mmdet3d/datasets/nuscenes_mono_dataset.py index cca2f3f6a3..e758681f7f 100644 --- a/mmdet3d/datasets/nuscenes_mono_dataset.py +++ b/mmdet3d/datasets/nuscenes_mono_dataset.py @@ -515,6 +515,16 @@ def evaluate(self, self.show(results, out_dir) return results_dict + def show(self, results, out_dir): + """Results visualization. + + Args: + results (list[dict]): List of bounding boxes results. + out_dir (str): Output directory of visualization result. + """ + # TODO: support mono3d visualization + pass + def output_to_nusc_box(detection): """Convert the output to the box class in the nuScenes. From cd1e015a62f70d72aaf38928d6eab1d894098c44 Mon Sep 17 00:00:00 2001 From: Tai-Wang Date: Wed, 7 Apr 2021 15:39:51 +0800 Subject: [PATCH 21/21] Remove useless init in loading mono3d images --- mmdet3d/datasets/pipelines/loading.py | 3 --- 1 file changed, 3 deletions(-) diff --git a/mmdet3d/datasets/pipelines/loading.py b/mmdet3d/datasets/pipelines/loading.py index 96a10da9ff..8661124bef 100644 --- a/mmdet3d/datasets/pipelines/loading.py +++ b/mmdet3d/datasets/pipelines/loading.py @@ -75,9 +75,6 @@ class LoadImageFromFileMono3D(LoadImageFromFile): :class:`LoadImageFromFile`. """ - def __init__(self, **kwargs): - super().__init__(**kwargs) - def __call__(self, results): """Call functions to load image and get image meta information.