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Add header for files #869

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1 change: 1 addition & 0 deletions .dev_scripts/gather_models.py
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# Copyright (c) OpenMMLab. All rights reserved.
"""Script to gather benchmarked models and prepare them for upload.

Usage:
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1 change: 1 addition & 0 deletions demo/mono_det_demo.py
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# Copyright (c) OpenMMLab. All rights reserved.
from argparse import ArgumentParser

from mmdet3d.apis import (inference_mono_3d_detector, init_model,
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1 change: 1 addition & 0 deletions demo/multi_modality_demo.py
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# Copyright (c) OpenMMLab. All rights reserved.
from argparse import ArgumentParser

from mmdet3d.apis import (inference_multi_modality_detector, init_model,
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1 change: 1 addition & 0 deletions demo/pc_seg_demo.py
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# Copyright (c) OpenMMLab. All rights reserved.
from argparse import ArgumentParser

from mmdet3d.apis import inference_segmentor, init_model, show_result_meshlab
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1 change: 1 addition & 0 deletions demo/pcd_demo.py
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# Copyright (c) OpenMMLab. All rights reserved.
from argparse import ArgumentParser

from mmdet3d.apis import inference_detector, init_model, show_result_meshlab
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1 change: 1 addition & 0 deletions mmdet3d/__init__.py
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# Copyright (c) OpenMMLab. All rights reserved.
import mmcv

import mmdet
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1 change: 1 addition & 0 deletions mmdet3d/apis/__init__.py
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# Copyright (c) OpenMMLab. All rights reserved.
from .inference import (convert_SyncBN, inference_detector,
inference_mono_3d_detector,
inference_multi_modality_detector, inference_segmentor,
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1 change: 1 addition & 0 deletions mmdet3d/apis/inference.py
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# Copyright (c) OpenMMLab. All rights reserved.
import mmcv
import numpy as np
import re
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1 change: 1 addition & 0 deletions mmdet3d/apis/test.py
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# Copyright (c) OpenMMLab. All rights reserved.
import mmcv
import torch
from mmcv.image import tensor2imgs
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1 change: 1 addition & 0 deletions mmdet3d/apis/train.py
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# Copyright (c) OpenMMLab. All rights reserved.
from mmdet.apis import train_detector
from mmseg.apis import train_segmentor

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1 change: 1 addition & 0 deletions mmdet3d/core/__init__.py
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# Copyright (c) OpenMMLab. All rights reserved.
from .anchor import * # noqa: F401, F403
from .bbox import * # noqa: F401, F403
from .evaluation import * # noqa: F401, F403
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1 change: 1 addition & 0 deletions mmdet3d/core/anchor/__init__.py
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# Copyright (c) OpenMMLab. All rights reserved.
from mmdet.core.anchor import build_anchor_generator
from .anchor_3d_generator import (AlignedAnchor3DRangeGenerator,
AlignedAnchor3DRangeGeneratorPerCls,
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1 change: 1 addition & 0 deletions mmdet3d/core/anchor/anchor_3d_generator.py
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# Copyright (c) OpenMMLab. All rights reserved.
import mmcv
import torch

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1 change: 1 addition & 0 deletions mmdet3d/core/bbox/__init__.py
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# Copyright (c) OpenMMLab. All rights reserved.
from .assigners import AssignResult, BaseAssigner, MaxIoUAssigner
from .coders import DeltaXYZWLHRBBoxCoder
# from .bbox_target import bbox_target
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1 change: 1 addition & 0 deletions mmdet3d/core/bbox/assigners/__init__.py
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# Copyright (c) OpenMMLab. All rights reserved.
from mmdet.core.bbox import AssignResult, BaseAssigner, MaxIoUAssigner

__all__ = ['BaseAssigner', 'MaxIoUAssigner', 'AssignResult']
1 change: 1 addition & 0 deletions mmdet3d/core/bbox/box_np_ops.py
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# Copyright (c) OpenMMLab. All rights reserved.
# TODO: clean the functions in this file and move the APIs into box structures
# in the future

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1 change: 1 addition & 0 deletions mmdet3d/core/bbox/coders/__init__.py
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# Copyright (c) OpenMMLab. All rights reserved.
from mmdet.core.bbox import build_bbox_coder
from .anchor_free_bbox_coder import AnchorFreeBBoxCoder
from .centerpoint_bbox_coders import CenterPointBBoxCoder
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1 change: 1 addition & 0 deletions mmdet3d/core/bbox/coders/anchor_free_bbox_coder.py
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# Copyright (c) OpenMMLab. All rights reserved.
import numpy as np
import torch

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1 change: 1 addition & 0 deletions mmdet3d/core/bbox/coders/centerpoint_bbox_coders.py
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# Copyright (c) OpenMMLab. All rights reserved.
import torch

from mmdet.core.bbox import BaseBBoxCoder
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1 change: 1 addition & 0 deletions mmdet3d/core/bbox/coders/delta_xyzwhlr_bbox_coder.py
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# Copyright (c) OpenMMLab. All rights reserved.
import torch

from mmdet.core.bbox import BaseBBoxCoder
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1 change: 1 addition & 0 deletions mmdet3d/core/bbox/coders/groupfree3d_bbox_coder.py
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# Copyright (c) OpenMMLab. All rights reserved.
import numpy as np
import torch

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1 change: 1 addition & 0 deletions mmdet3d/core/bbox/coders/partial_bin_based_bbox_coder.py
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# Copyright (c) OpenMMLab. All rights reserved.
import numpy as np
import torch

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1 change: 1 addition & 0 deletions mmdet3d/core/bbox/iou_calculators/__init__.py
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# Copyright (c) OpenMMLab. All rights reserved.
from .iou3d_calculator import (AxisAlignedBboxOverlaps3D, BboxOverlaps3D,
BboxOverlapsNearest3D,
axis_aligned_bbox_overlaps_3d, bbox_overlaps_3d,
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1 change: 1 addition & 0 deletions mmdet3d/core/bbox/iou_calculators/iou3d_calculator.py
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# Copyright (c) OpenMMLab. All rights reserved.
import torch

from mmdet.core.bbox import bbox_overlaps
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1 change: 1 addition & 0 deletions mmdet3d/core/bbox/samplers/__init__.py
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# Copyright (c) OpenMMLab. All rights reserved.
from mmdet.core.bbox.samplers import (BaseSampler, CombinedSampler,
InstanceBalancedPosSampler,
IoUBalancedNegSampler, OHEMSampler,
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1 change: 1 addition & 0 deletions mmdet3d/core/bbox/samplers/iou_neg_piecewise_sampler.py
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# Copyright (c) OpenMMLab. All rights reserved.
import torch

from mmdet.core.bbox.builder import BBOX_SAMPLERS
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1 change: 1 addition & 0 deletions mmdet3d/core/bbox/structures/__init__.py
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# Copyright (c) OpenMMLab. All rights reserved.
from .base_box3d import BaseInstance3DBoxes
from .box_3d_mode import Box3DMode
from .cam_box3d import CameraInstance3DBoxes
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1 change: 1 addition & 0 deletions mmdet3d/core/bbox/structures/base_box3d.py
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# Copyright (c) OpenMMLab. All rights reserved.
import numpy as np
import torch
from abc import abstractmethod
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1 change: 1 addition & 0 deletions mmdet3d/core/bbox/structures/box_3d_mode.py
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# Copyright (c) OpenMMLab. All rights reserved.
import numpy as np
import torch
from enum import IntEnum, unique
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1 change: 1 addition & 0 deletions mmdet3d/core/bbox/structures/cam_box3d.py
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# Copyright (c) OpenMMLab. All rights reserved.
import numpy as np
import torch

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1 change: 1 addition & 0 deletions mmdet3d/core/bbox/structures/coord_3d_mode.py
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# Copyright (c) OpenMMLab. All rights reserved.
import numpy as np
import torch
from enum import IntEnum, unique
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1 change: 1 addition & 0 deletions mmdet3d/core/bbox/structures/depth_box3d.py
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# Copyright (c) OpenMMLab. All rights reserved.
import numpy as np
import torch

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1 change: 1 addition & 0 deletions mmdet3d/core/bbox/structures/lidar_box3d.py
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# Copyright (c) OpenMMLab. All rights reserved.
import numpy as np
import torch

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1 change: 1 addition & 0 deletions mmdet3d/core/bbox/structures/utils.py
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# Copyright (c) OpenMMLab. All rights reserved.
import numpy as np
import torch
from logging import warning
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1 change: 1 addition & 0 deletions mmdet3d/core/bbox/transforms.py
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# Copyright (c) OpenMMLab. All rights reserved.
import torch


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1 change: 1 addition & 0 deletions mmdet3d/core/evaluation/__init__.py
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# Copyright (c) OpenMMLab. All rights reserved.
from .indoor_eval import indoor_eval
from .kitti_utils import kitti_eval, kitti_eval_coco_style
from .lyft_eval import lyft_eval
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1 change: 1 addition & 0 deletions mmdet3d/core/evaluation/indoor_eval.py
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# Copyright (c) OpenMMLab. All rights reserved.
import numpy as np
import torch
from mmcv.utils import print_log
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1 change: 1 addition & 0 deletions mmdet3d/core/evaluation/kitti_utils/__init__.py
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# Copyright (c) OpenMMLab. All rights reserved.
from .eval import kitti_eval, kitti_eval_coco_style

__all__ = ['kitti_eval', 'kitti_eval_coco_style']
1 change: 1 addition & 0 deletions mmdet3d/core/evaluation/kitti_utils/eval.py
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# Copyright (c) OpenMMLab. All rights reserved.
import gc
import io as sysio
import numba
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1 change: 1 addition & 0 deletions mmdet3d/core/evaluation/kitti_utils/rotate_iou.py
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# Copyright (c) OpenMMLab. All rights reserved.
#####################
# Based on https://github.com/hongzhenwang/RRPN-revise
# Licensed under The MIT License
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1 change: 1 addition & 0 deletions mmdet3d/core/evaluation/lyft_eval.py
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# Copyright (c) OpenMMLab. All rights reserved.
import mmcv
import numpy as np
from lyft_dataset_sdk.eval.detection.mAP_evaluation import (Box3D, get_ap,
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1 change: 1 addition & 0 deletions mmdet3d/core/evaluation/seg_eval.py
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# Copyright (c) OpenMMLab. All rights reserved.
import numpy as np
from mmcv.utils import print_log
from terminaltables import AsciiTable
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# Copyright (c) OpenMMLab. All rights reserved.
r"""Adapted from `Waymo to KITTI converter
<https://github.com/caizhongang/waymo_kitti_converter>`_.
"""
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1 change: 1 addition & 0 deletions mmdet3d/core/points/__init__.py
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# Copyright (c) OpenMMLab. All rights reserved.
from .base_points import BasePoints
from .cam_points import CameraPoints
from .depth_points import DepthPoints
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1 change: 1 addition & 0 deletions mmdet3d/core/points/base_points.py
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# Copyright (c) OpenMMLab. All rights reserved.
import numpy as np
import torch
import warnings
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1 change: 1 addition & 0 deletions mmdet3d/core/points/cam_points.py
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# Copyright (c) OpenMMLab. All rights reserved.
from .base_points import BasePoints


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1 change: 1 addition & 0 deletions mmdet3d/core/points/depth_points.py
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# Copyright (c) OpenMMLab. All rights reserved.
from .base_points import BasePoints


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1 change: 1 addition & 0 deletions mmdet3d/core/points/lidar_points.py
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# Copyright (c) OpenMMLab. All rights reserved.
from .base_points import BasePoints


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1 change: 1 addition & 0 deletions mmdet3d/core/post_processing/__init__.py
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# Copyright (c) OpenMMLab. All rights reserved.
from mmdet.core.post_processing import (merge_aug_bboxes, merge_aug_masks,
merge_aug_proposals, merge_aug_scores,
multiclass_nms)
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1 change: 1 addition & 0 deletions mmdet3d/core/post_processing/box3d_nms.py
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# Copyright (c) OpenMMLab. All rights reserved.
import numba
import numpy as np
import torch
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1 change: 1 addition & 0 deletions mmdet3d/core/post_processing/merge_augs.py
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# Copyright (c) OpenMMLab. All rights reserved.
import torch

from mmdet3d.ops.iou3d.iou3d_utils import nms_gpu, nms_normal_gpu
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1 change: 1 addition & 0 deletions mmdet3d/core/utils/__init__.py
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# Copyright (c) OpenMMLab. All rights reserved.
from .gaussian import draw_heatmap_gaussian, gaussian_2d, gaussian_radius

__all__ = ['gaussian_2d', 'gaussian_radius', 'draw_heatmap_gaussian']
1 change: 1 addition & 0 deletions mmdet3d/core/utils/gaussian.py
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# Copyright (c) OpenMMLab. All rights reserved.
import numpy as np
import torch

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1 change: 1 addition & 0 deletions mmdet3d/core/visualizer/__init__.py
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# Copyright (c) OpenMMLab. All rights reserved.
from .show_result import (show_multi_modality_result, show_result,
show_seg_result)

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1 change: 1 addition & 0 deletions mmdet3d/core/visualizer/image_vis.py
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# Copyright (c) OpenMMLab. All rights reserved.
import copy
import cv2
import numpy as np
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1 change: 1 addition & 0 deletions mmdet3d/core/visualizer/open3d_vis.py
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# Copyright (c) OpenMMLab. All rights reserved.
import copy
import numpy as np
import torch
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1 change: 1 addition & 0 deletions mmdet3d/core/visualizer/show_result.py
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# Copyright (c) OpenMMLab. All rights reserved.
import mmcv
import numpy as np
import trimesh
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1 change: 1 addition & 0 deletions mmdet3d/core/voxel/__init__.py
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# Copyright (c) OpenMMLab. All rights reserved.
from .builder import build_voxel_generator
from .voxel_generator import VoxelGenerator

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1 change: 1 addition & 0 deletions mmdet3d/core/voxel/builder.py
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# Copyright (c) OpenMMLab. All rights reserved.
import mmcv

from . import voxel_generator
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1 change: 1 addition & 0 deletions mmdet3d/core/voxel/voxel_generator.py
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# Copyright (c) OpenMMLab. All rights reserved.
import numba
import numpy as np

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1 change: 1 addition & 0 deletions mmdet3d/datasets/__init__.py
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# Copyright (c) OpenMMLab. All rights reserved.
from mmdet.datasets.builder import build_dataloader
from .builder import DATASETS, build_dataset
from .custom_3d import Custom3DDataset
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1 change: 1 addition & 0 deletions mmdet3d/datasets/builder.py
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# Copyright (c) OpenMMLab. All rights reserved.
import platform
from mmcv.utils import Registry, build_from_cfg

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1 change: 1 addition & 0 deletions mmdet3d/datasets/custom_3d.py
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# Copyright (c) OpenMMLab. All rights reserved.
import mmcv
import numpy as np
import tempfile
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1 change: 1 addition & 0 deletions mmdet3d/datasets/custom_3d_seg.py
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# Copyright (c) OpenMMLab. All rights reserved.
import mmcv
import numpy as np
import tempfile
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1 change: 1 addition & 0 deletions mmdet3d/datasets/dataset_wrappers.py
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# Copyright (c) OpenMMLab. All rights reserved.
import numpy as np

from .builder import DATASETS
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1 change: 1 addition & 0 deletions mmdet3d/datasets/kitti2d_dataset.py
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# Copyright (c) OpenMMLab. All rights reserved.
import mmcv
import numpy as np

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1 change: 1 addition & 0 deletions mmdet3d/datasets/kitti_dataset.py
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# Copyright (c) OpenMMLab. All rights reserved.
import copy
import mmcv
import numpy as np
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1 change: 1 addition & 0 deletions mmdet3d/datasets/kitti_mono_dataset.py
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# Copyright (c) OpenMMLab. All rights reserved.
import copy
import mmcv
import numpy as np
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1 change: 1 addition & 0 deletions mmdet3d/datasets/lyft_dataset.py
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# Copyright (c) OpenMMLab. All rights reserved.
import mmcv
import numpy as np
import os
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1 change: 1 addition & 0 deletions mmdet3d/datasets/nuscenes_dataset.py
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# Copyright (c) OpenMMLab. All rights reserved.
import mmcv
import numpy as np
import pyquaternion
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1 change: 1 addition & 0 deletions mmdet3d/datasets/nuscenes_mono_dataset.py
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# Copyright (c) OpenMMLab. All rights reserved.
import copy
import mmcv
import numpy as np
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1 change: 1 addition & 0 deletions mmdet3d/datasets/pipelines/__init__.py
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# Copyright (c) OpenMMLab. All rights reserved.
from mmdet.datasets.pipelines import Compose
from .dbsampler import DataBaseSampler
from .formating import Collect3D, DefaultFormatBundle, DefaultFormatBundle3D
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1 change: 1 addition & 0 deletions mmdet3d/datasets/pipelines/data_augment_utils.py
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# Copyright (c) OpenMMLab. All rights reserved.
import numba
import numpy as np
import warnings
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1 change: 1 addition & 0 deletions mmdet3d/datasets/pipelines/dbsampler.py
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# Copyright (c) OpenMMLab. All rights reserved.
import copy
import mmcv
import numpy as np
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1 change: 1 addition & 0 deletions mmdet3d/datasets/pipelines/formating.py
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# Copyright (c) OpenMMLab. All rights reserved.
import numpy as np
from mmcv.parallel import DataContainer as DC

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1 change: 1 addition & 0 deletions mmdet3d/datasets/pipelines/loading.py
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# Copyright (c) OpenMMLab. All rights reserved.
import mmcv
import numpy as np

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1 change: 1 addition & 0 deletions mmdet3d/datasets/pipelines/test_time_aug.py
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# Copyright (c) OpenMMLab. All rights reserved.
import mmcv
import warnings
from copy import deepcopy
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1 change: 1 addition & 0 deletions mmdet3d/datasets/pipelines/transforms_3d.py
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# Copyright (c) OpenMMLab. All rights reserved.
import numpy as np
import warnings
from mmcv import is_tuple_of
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1 change: 1 addition & 0 deletions mmdet3d/datasets/s3dis_dataset.py
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# Copyright (c) OpenMMLab. All rights reserved.
import numpy as np
from os import path as osp

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1 change: 1 addition & 0 deletions mmdet3d/datasets/scannet_dataset.py
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# Copyright (c) OpenMMLab. All rights reserved.
import numpy as np
import tempfile
import warnings
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