repo stringlengths 7 90 | file_url stringlengths 81 315 | file_path stringlengths 4 228 | content stringlengths 0 32.8k | language stringclasses 1
value | license stringclasses 7
values | commit_sha stringlengths 40 40 | retrieved_at stringdate 2026-01-04 14:38:15 2026-01-05 02:33:18 | truncated bool 2
classes |
|---|---|---|---|---|---|---|---|---|
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/structures/test_instances.py | tests/structures/test_instances.py | # Copyright (c) Facebook, Inc. and its affiliates.
import unittest
import torch
from torch import Tensor
from detectron2.export.torchscript import patch_instances
from detectron2.structures import Boxes, Instances
from detectron2.utils.testing import convert_scripted_instances
class TestInstances(unittest.TestCase):... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/structures/test_rotated_boxes.py | tests/structures/test_rotated_boxes.py | # Copyright (c) Facebook, Inc. and its affiliates.
from __future__ import absolute_import, division, print_function, unicode_literals
import logging
import math
import random
import unittest
import torch
from fvcore.common.benchmark import benchmark
from detectron2.layers.rotated_boxes import pairwise_iou_rotated
from... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/structures/test_imagelist.py | tests/structures/test_imagelist.py | # Copyright (c) Facebook, Inc. and its affiliates.
import unittest
from typing import List, Sequence, Tuple
import torch
from detectron2.structures import ImageList
class TestImageList(unittest.TestCase):
def test_imagelist_padding_tracing(self):
# test that the trace does not contain hard-coded constan... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/structures/test_keypoints.py | tests/structures/test_keypoints.py | # Copyright (c) Facebook, Inc. and its affiliates.
import unittest
import torch
from detectron2.structures.keypoints import Keypoints
class TestKeypoints(unittest.TestCase):
def test_cat_keypoints(self):
keypoints1 = Keypoints(torch.rand(2, 21, 3))
keypoints2 = Keypoints(torch.rand(4, 21, 3))
... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/structures/test_boxes.py | tests/structures/test_boxes.py | # Copyright (c) Facebook, Inc. and its affiliates.
import json
import math
import numpy as np
import unittest
import torch
from detectron2.structures import Boxes, BoxMode, pairwise_ioa, pairwise_iou
from detectron2.utils.testing import reload_script_model
class TestBoxMode(unittest.TestCase):
def _convert_xy_to... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/structures/__init__.py | tests/structures/__init__.py | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false | |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/structures/test_masks.py | tests/structures/test_masks.py | # Copyright (c) Facebook, Inc. and its affiliates.
import unittest
import torch
from detectron2.structures.masks import BitMasks, PolygonMasks, polygons_to_bitmask
class TestBitMask(unittest.TestCase):
def test_get_bounding_box(self):
masks = torch.tensor(
[
[
... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/utils/test_tensorboardx.py | tests/utils/test_tensorboardx.py | import os
import tempfile
import unittest
from detectron2.utils.events import TensorboardXWriter
# TODO Fix up capitalization
class TestTensorboardXWriter(unittest.TestCase):
def test_no_files_created(self) -> None:
with tempfile.TemporaryDirectory() as tmp_dir:
writer = TensorboardXWriter(tm... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/modeling/test_fast_rcnn.py | tests/modeling/test_fast_rcnn.py | # Copyright (c) Facebook, Inc. and its affiliates.
import logging
import unittest
import torch
from detectron2.layers import ShapeSpec
from detectron2.modeling.box_regression import Box2BoxTransform, Box2BoxTransformRotated
from detectron2.modeling.roi_heads.fast_rcnn import FastRCNNOutputLayers
from detectron2.modeli... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/modeling/test_box2box_transform.py | tests/modeling/test_box2box_transform.py | # Copyright (c) Facebook, Inc. and its affiliates.
import logging
import unittest
import torch
from detectron2.modeling.box_regression import (
Box2BoxTransform,
Box2BoxTransformLinear,
Box2BoxTransformRotated,
)
from detectron2.utils.testing import random_boxes
logger = logging.getLogger(__name__)
clas... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/modeling/test_roi_heads.py | tests/modeling/test_roi_heads.py | # Copyright (c) Facebook, Inc. and its affiliates.
import logging
import unittest
from copy import deepcopy
import torch
from torch import nn
from detectron2 import model_zoo
from detectron2.config import get_cfg
from detectron2.export.torchscript_patch import (
freeze_training_mode,
patch_builtin_len,
pat... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/modeling/test_model_e2e.py | tests/modeling/test_model_e2e.py | # Copyright (c) Facebook, Inc. and its affiliates.
import itertools
import unittest
from contextlib import contextmanager
from copy import deepcopy
import torch
from detectron2.structures import BitMasks, Boxes, ImageList, Instances
from detectron2.utils.events import EventStorage
from detectron2.utils.testing impor... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/modeling/test_anchor_generator.py | tests/modeling/test_anchor_generator.py | # Copyright (c) Facebook, Inc. and its affiliates.
import logging
import unittest
import torch
from detectron2.config import get_cfg
from detectron2.layers import ShapeSpec
from detectron2.modeling.anchor_generator import DefaultAnchorGenerator, RotatedAnchorGenerator
logger = logging.getLogger(__name__)
class Test... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/modeling/test_matcher.py | tests/modeling/test_matcher.py | # Copyright (c) Facebook, Inc. and its affiliates.
import unittest
from typing import List
import torch
from detectron2.config import get_cfg
from detectron2.modeling.matcher import Matcher
class TestMatcher(unittest.TestCase):
def test_scriptability(self):
cfg = get_cfg()
anchor_matcher = Matche... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/modeling/test_mmdet.py | tests/modeling/test_mmdet.py | # Copyright (c) Facebook, Inc. and its affiliates.
import unittest
from detectron2.layers import ShapeSpec
from detectron2.modeling.mmdet_wrapper import MMDetBackbone, MMDetDetector
try:
import mmdet.models # noqa
HAS_MMDET = True
except ImportError:
HAS_MMDET = False
@unittest.skipIf(not HAS_MMDET, "... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/modeling/__init__.py | tests/modeling/__init__.py | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false | |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/modeling/test_roi_pooler.py | tests/modeling/test_roi_pooler.py | # Copyright (c) Facebook, Inc. and its affiliates.
import logging
import unittest
import torch
from detectron2.modeling.poolers import ROIPooler
from detectron2.structures import Boxes, RotatedBoxes
from detectron2.utils.testing import random_boxes
logger = logging.getLogger(__name__)
class TestROIPooler(unittest.T... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/modeling/test_backbone.py | tests/modeling/test_backbone.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import unittest
import torch
import detectron2.export.torchscript # apply patch # noqa
from detectron2 import model_zoo
from detectron2.config import get_cfg
from detectron2.layers import ShapeSpec
from detectron2.modeling.backbone import build_r... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/modeling/test_rpn.py | tests/modeling/test_rpn.py | # Copyright (c) Facebook, Inc. and its affiliates.
import logging
import unittest
import torch
from detectron2.config import get_cfg
from detectron2.export import scripting_with_instances
from detectron2.layers import ShapeSpec
from detectron2.modeling.backbone import build_backbone
from detectron2.modeling.proposal_g... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/layers/test_deformable.py | tests/layers/test_deformable.py | # Copyright (c) Facebook, Inc. and its affiliates.
import numpy as np
import unittest
import torch
from detectron2.layers import DeformConv, ModulatedDeformConv
from detectron2.utils.env import TORCH_VERSION
@unittest.skipIf(
TORCH_VERSION == (1, 8) and torch.cuda.is_available(),
"This test fails under cuda1... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/layers/test_roi_align_rotated.py | tests/layers/test_roi_align_rotated.py | # Copyright (c) Facebook, Inc. and its affiliates.
import logging
import unittest
import cv2
import torch
from torch.autograd import Variable, gradcheck
from detectron2.layers.roi_align import ROIAlign
from detectron2.layers.roi_align_rotated import ROIAlignRotated
logger = logging.getLogger(__name__)
class ROIAlig... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/layers/test_nms.py | tests/layers/test_nms.py | # Copyright (c) Facebook, Inc. and its affiliates.
from __future__ import absolute_import, division, print_function, unicode_literals
import unittest
import torch
from detectron2.layers import batched_nms
from detectron2.utils.testing import random_boxes
class TestNMS(unittest.TestCase):
def _create_tensors(self... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/layers/test_blocks.py | tests/layers/test_blocks.py | # Copyright (c) Facebook, Inc. and its affiliates.
import unittest
import torch
from torch import nn
from detectron2.layers import ASPP, DepthwiseSeparableConv2d, FrozenBatchNorm2d
from detectron2.modeling.backbone.resnet import BasicStem, ResNet
"""
Test for misc layers.
"""
class TestBlocks(unittest.TestCase):
... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/layers/test_losses.py | tests/layers/test_losses.py | # Copyright (c) Facebook, Inc. and its affiliates.
import numpy as np
import unittest
import torch
from detectron2.layers import ciou_loss, diou_loss
class TestLosses(unittest.TestCase):
def test_diou_loss(self):
"""
loss = 1 - iou + d/c
where,
d = (distance between centers of the... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/layers/test_mask_ops.py | tests/layers/test_mask_ops.py | # -*- coding: utf-8 -*-
# Copyright (c) Facebook, Inc. and its affiliates.
import contextlib
import io
import numpy as np
import unittest
from collections import defaultdict
import torch
import tqdm
from fvcore.common.benchmark import benchmark
from pycocotools.coco import COCO
from tabulate import tabulate
from torch... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/layers/test_nms_rotated.py | tests/layers/test_nms_rotated.py | # Copyright (c) Facebook, Inc. and its affiliates.
from __future__ import absolute_import, division, print_function, unicode_literals
import numpy as np
import unittest
from copy import deepcopy
import torch
from torchvision import ops
from detectron2.layers import batched_nms, batched_nms_rotated, nms_rotated
from de... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/layers/__init__.py | tests/layers/__init__.py | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false | |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/layers/test_roi_align.py | tests/layers/test_roi_align.py | # Copyright (c) Facebook, Inc. and its affiliates.
import numpy as np
import unittest
from copy import copy
import cv2
import torch
from fvcore.common.benchmark import benchmark
from torch.nn import functional as F
from detectron2.layers.roi_align import ROIAlign, roi_align
class ROIAlignTest(unittest.TestCase):
... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/config/test_instantiate_config.py | tests/config/test_instantiate_config.py | # Copyright (c) Facebook, Inc. and its affiliates.
import os
import tempfile
import unittest
import yaml
from omegaconf import OmegaConf
from omegaconf import __version__ as oc_version
from dataclasses import dataclass
from detectron2.config import LazyConfig, instantiate, LazyCall as L
from detectron2.layers import ... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/config/test_lazy_config.py | tests/config/test_lazy_config.py | # Copyright (c) Facebook, Inc. and its affiliates.
import os
import unittest
import tempfile
from itertools import count
from detectron2.config import LazyConfig, LazyCall as L
from omegaconf import DictConfig
class TestLazyPythonConfig(unittest.TestCase):
def setUp(self):
self.curr_dir = os.path.dirname... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/config/root_cfg.py | tests/config/root_cfg.py | # Copyright (c) Facebook, Inc. and its affiliates.
from itertools import count
from detectron2.config import LazyCall as L
from .dir1.dir1_a import dir1a_dict, dir1a_str
dir1a_dict.a = "modified"
# modification above won't affect future imports
from .dir1.dir1_b import dir1b_dict, dir1b_str
lazyobj = L(count)(x=d... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/config/test_yacs_config.py | tests/config/test_yacs_config.py | #!/usr/bin/env python
# Copyright (c) Facebook, Inc. and its affiliates.
import os
import tempfile
import unittest
import torch
from omegaconf import OmegaConf
from detectron2 import model_zoo
from detectron2.config import configurable, downgrade_config, get_cfg, upgrade_config
from detectron2.layers import ShapeSpe... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/config/dir1/bad_import.py | tests/config/dir1/bad_import.py | # import from directory is not allowed
from . import dir1a
| python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/config/dir1/dir1_b.py | tests/config/dir1/dir1_b.py | # Copyright (c) Facebook, Inc. and its affiliates.
from detectron2.config import LazyConfig
# equivalent to relative import
dir1a_str, dir1a_dict = LazyConfig.load_rel("dir1_a.py", ("dir1a_str", "dir1a_dict"))
dir1b_str = dir1a_str + "_from_b"
dir1b_dict = dir1a_dict
# Every import is a reload: not modified by other... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/config/dir1/dir1_a.py | tests/config/dir1/dir1_a.py | # Copyright (c) Facebook, Inc. and its affiliates.
dir1a_str = "base_a_1"
dir1a_dict = {"a": 1, "b": 2}
| python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/config/dir1/load_rel.py | tests/config/dir1/load_rel.py | # test that load_rel can work
from detectron2.config import LazyConfig
x = LazyConfig.load_rel("dir1_a.py", "dir1a_dict")
assert x["a"] == 1
| python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/config/dir1/bad_import2.py | tests/config/dir1/bad_import2.py | from .does_not_exist import x
| python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/export/test_c10.py | tests/export/test_c10.py | # Copyright (c) Facebook, Inc. and its affiliates.
import unittest
try:
# Caffe2 used to be included in PyTorch, but since PyTorch 1.10+,
# it is not included in pre-built packages. This is a safety BC check
from detectron2.config import get_cfg
from detectron2.export.c10 import Caffe2RPN
from dete... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/data/test_detection_utils.py | tests/data/test_detection_utils.py | # Copyright (c) Facebook, Inc. and its affiliates.
import copy
import numpy as np
import os
import unittest
import pycocotools.mask as mask_util
from detectron2.data import MetadataCatalog, detection_utils
from detectron2.data import transforms as T
from detectron2.structures import BitMasks, BoxMode
from detectron2.... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/data/test_coco_evaluation.py | tests/data/test_coco_evaluation.py | # Copyright (c) Facebook, Inc. and its affiliates.
import contextlib
import copy
import io
import json
import numpy as np
import os
import tempfile
import unittest
import torch
from pycocotools.coco import COCO
from pycocotools.cocoeval import COCOeval
from detectron2.data import DatasetCatalog
from detectron2.evaluat... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/data/test_coco.py | tests/data/test_coco.py | # Copyright (c) Facebook, Inc. and its affiliates.
import json
import numpy as np
import os
import tempfile
import unittest
import pycocotools.mask as mask_util
from detectron2.data import DatasetCatalog, MetadataCatalog
from detectron2.data.datasets.coco import convert_to_coco_dict, load_coco_json
from detectron2.str... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/data/test_transforms.py | tests/data/test_transforms.py | # -*- coding: utf-8 -*-
# Copyright (c) Facebook, Inc. and its affiliates.
import logging
import numpy as np
import unittest
from unittest import mock
import torch
from PIL import Image, ImageOps
from torch.nn import functional as F
from detectron2.config import get_cfg
from detectron2.data import detection_utils
fro... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/data/__init__.py | tests/data/__init__.py | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false | |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/data/test_sampler.py | tests/data/test_sampler.py | # Copyright (c) Facebook, Inc. and its affiliates.
import itertools
import math
import operator
import unittest
import torch
from torch.utils import data
from torch.utils.data.sampler import SequentialSampler
from detectron2.data.build import worker_init_reset_seed
from detectron2.data.common import DatasetFromList, T... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/data/test_rotation_transform.py | tests/data/test_rotation_transform.py | # Copyright (c) Facebook, Inc. and its affiliates.
import numpy as np
import unittest
from detectron2.data.transforms.transform import RotationTransform
class TestRotationTransform(unittest.TestCase):
def assertEqualsArrays(self, a1, a2):
self.assertTrue(np.allclose(a1, a2))
def randomData(self, h=5... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/tests/data/test_dataset.py | tests/data/test_dataset.py | # Copyright (c) Facebook, Inc. and its affiliates.
import os
import pickle
import sys
import unittest
from functools import partial
import torch
from iopath.common.file_io import LazyPath
from detectron2 import model_zoo
from detectron2.config import get_cfg, instantiate
from detectron2.data import (
DatasetCatal... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/datasets/prepare_ade20k_sem_seg.py | datasets/prepare_ade20k_sem_seg.py | #!/usr/bin/env python3
# -*- coding: utf-8 -*-
# Copyright (c) Facebook, Inc. and its affiliates.
import numpy as np
import os
from pathlib import Path
import tqdm
from PIL import Image
def convert(input, output):
img = np.asarray(Image.open(input))
assert img.dtype == np.uint8
img = img - 1 # 0 (ignore)... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/datasets/prepare_panoptic_fpn.py | datasets/prepare_panoptic_fpn.py | #!/usr/bin/env python3
# -*- coding: utf-8 -*-
# Copyright (c) Facebook, Inc. and its affiliates.
import functools
import json
import multiprocessing as mp
import numpy as np
import os
import time
from fvcore.common.download import download
from panopticapi.utils import rgb2id
from PIL import Image
from detectron2.da... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/datasets/prepare_cocofied_lvis.py | datasets/prepare_cocofied_lvis.py | #!/usr/bin/env python3
# -*- coding: utf-8 -*-
# Copyright (c) Facebook, Inc. and its affiliates.
import copy
import json
import os
from collections import defaultdict
# This mapping is extracted from the official LVIS mapping:
# https://github.com/lvis-dataset/lvis-api/blob/master/data/coco_to_synset.json
COCO_SYNSE... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/__init__.py | detectron2/__init__.py | # Copyright (c) Facebook, Inc. and its affiliates.
from .utils.env import setup_environment
setup_environment()
# This line will be programatically read/write by setup.py.
# Leave them at the bottom of this file and don't touch them.
__version__ = "0.6"
| python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/tracking/iou_weighted_hungarian_bbox_iou_tracker.py | detectron2/tracking/iou_weighted_hungarian_bbox_iou_tracker.py | #!/usr/bin/env python3
# Copyright 2004-present Facebook. All Rights Reserved.
import numpy as np
from typing import List
from detectron2.config import CfgNode as CfgNode_
from detectron2.config import configurable
from .base_tracker import TRACKER_HEADS_REGISTRY
from .vanilla_hungarian_bbox_iou_tracker import Vanil... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/tracking/base_tracker.py | detectron2/tracking/base_tracker.py | #!/usr/bin/env python3
# Copyright 2004-present Facebook. All Rights Reserved.
from detectron2.config import configurable
from detectron2.utils.registry import Registry
from ..config.config import CfgNode as CfgNode_
from ..structures import Instances
TRACKER_HEADS_REGISTRY = Registry("TRACKER_HEADS")
TRACKER_HEADS_R... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/tracking/utils.py | detectron2/tracking/utils.py | #!/usr/bin/env python3
import numpy as np
from typing import List
from detectron2.structures import Instances
def create_prediction_pairs(
instances: Instances,
prev_instances: Instances,
iou_all: np.ndarray,
threshold: float = 0.5,
) -> List:
"""
Args:
instances: predictions from cur... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/tracking/__init__.py | detectron2/tracking/__init__.py | # Copyright (c) Facebook, Inc. and its affiliates.
from .base_tracker import ( # noqa
BaseTracker,
build_tracker_head,
TRACKER_HEADS_REGISTRY,
)
from .bbox_iou_tracker import BBoxIOUTracker # noqa
from .hungarian_tracker import BaseHungarianTracker # noqa
from .iou_weighted_hungarian_bbox_iou_tracker imp... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/tracking/bbox_iou_tracker.py | detectron2/tracking/bbox_iou_tracker.py | #!/usr/bin/env python3
# Copyright 2004-present Facebook. All Rights Reserved.
import copy
import numpy as np
from typing import List
import torch
from detectron2.config import configurable
from detectron2.structures import Boxes, Instances
from detectron2.structures.boxes import pairwise_iou
from ..config.config imp... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/tracking/hungarian_tracker.py | detectron2/tracking/hungarian_tracker.py | #!/usr/bin/env python3
# Copyright 2004-present Facebook. All Rights Reserved.
import copy
import numpy as np
from typing import Dict
import torch
from scipy.optimize import linear_sum_assignment
from detectron2.config import configurable
from detectron2.structures import Boxes, Instances
from ..config.config import ... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/tracking/vanilla_hungarian_bbox_iou_tracker.py | detectron2/tracking/vanilla_hungarian_bbox_iou_tracker.py | #!/usr/bin/env python3
# Copyright 2004-present Facebook. All Rights Reserved.
import numpy as np
from typing import List
from detectron2.config import CfgNode as CfgNode_
from detectron2.config import configurable
from detectron2.structures import Instances
from detectron2.structures.boxes import pairwise_iou
from d... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/structures/rotated_boxes.py | detectron2/structures/rotated_boxes.py | # Copyright (c) Facebook, Inc. and its affiliates.
import math
from typing import List, Tuple
import torch
from detectron2.layers.rotated_boxes import pairwise_iou_rotated
from .boxes import Boxes
class RotatedBoxes(Boxes):
"""
This structure stores a list of rotated boxes as a Nx5 torch.Tensor.
It supp... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/structures/instances.py | detectron2/structures/instances.py | # Copyright (c) Facebook, Inc. and its affiliates.
import itertools
import warnings
from typing import Any, Dict, List, Tuple, Union
import torch
class Instances:
"""
This class represents a list of instances in an image.
It stores the attributes of instances (e.g., boxes, masks, labels, scores) as "field... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/structures/keypoints.py | detectron2/structures/keypoints.py | # Copyright (c) Facebook, Inc. and its affiliates.
import numpy as np
from typing import Any, List, Tuple, Union
import torch
from torch.nn import functional as F
class Keypoints:
"""
Stores keypoint **annotation** data. GT Instances have a `gt_keypoints` property
containing the x,y location and visibilit... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/structures/__init__.py | detectron2/structures/__init__.py | # Copyright (c) Facebook, Inc. and its affiliates.
from .boxes import Boxes, BoxMode, pairwise_iou, pairwise_ioa, pairwise_point_box_distance
from .image_list import ImageList
from .instances import Instances
from .keypoints import Keypoints, heatmaps_to_keypoints
from .masks import BitMasks, PolygonMasks, polygons_to... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/structures/boxes.py | detectron2/structures/boxes.py | # Copyright (c) Facebook, Inc. and its affiliates.
import math
import numpy as np
from enum import IntEnum, unique
from typing import List, Tuple, Union
import torch
from torch import device
_RawBoxType = Union[List[float], Tuple[float, ...], torch.Tensor, np.ndarray]
@unique
class BoxMode(IntEnum):
"""
Enum... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/structures/image_list.py | detectron2/structures/image_list.py | # Copyright (c) Facebook, Inc. and its affiliates.
from __future__ import division
from typing import Any, Dict, List, Optional, Tuple
import torch
from torch import device
from torch.nn import functional as F
from detectron2.layers.wrappers import move_device_like, shapes_to_tensor
from detectron2.utils.torch_version... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/structures/masks.py | detectron2/structures/masks.py | # Copyright (c) Facebook, Inc. and its affiliates.
import copy
import itertools
import numpy as np
from typing import Any, Iterator, List, Union
import pycocotools.mask as mask_util
import torch
from torch import device
from detectron2.layers.roi_align import ROIAlign
from detectron2.utils.memory import retry_if_cuda_... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/solver/build.py | detectron2/solver/build.py | # Copyright (c) Facebook, Inc. and its affiliates.
import copy
import itertools
import logging
from collections import defaultdict
from enum import Enum
from typing import Any, Callable, Dict, Iterable, List, Optional, Set, Type, Union
import torch
from fvcore.common.param_scheduler import (
CosineParamScheduler,
... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/solver/__init__.py | detectron2/solver/__init__.py | # Copyright (c) Facebook, Inc. and its affiliates.
from .build import build_lr_scheduler, build_optimizer, get_default_optimizer_params
from .lr_scheduler import (
LRMultiplier,
LRScheduler,
WarmupCosineLR,
WarmupMultiStepLR,
WarmupParamScheduler,
)
__all__ = [k for k in globals().keys() if not k.s... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/solver/lr_scheduler.py | detectron2/solver/lr_scheduler.py | # Copyright (c) Facebook, Inc. and its affiliates.
import logging
import math
from bisect import bisect_right
from typing import List
import torch
from fvcore.common.param_scheduler import (
CompositeParamScheduler,
ConstantParamScheduler,
LinearParamScheduler,
ParamScheduler,
)
try:
from torch.opt... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/utils/colormap.py | detectron2/utils/colormap.py | # Copyright (c) Facebook, Inc. and its affiliates.
"""
An awesome colormap for really neat visualizations.
Copied from Detectron, and removed gray colors.
"""
import numpy as np
import random
__all__ = ["colormap", "random_color", "random_colors"]
# fmt: off
# RGB:
_COLORS = np.array(
[
0.000, 0.447, 0.... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/utils/develop.py | detectron2/utils/develop.py | # Copyright (c) Facebook, Inc. and its affiliates.
"""Utilities for developers only.
These are not visible to users (not automatically imported). And should not
appeared in docs."""
# adapted from https://github.com/tensorpack/tensorpack/blob/master/tensorpack/utils/develop.py
def create_dummy_class(klass, dependency... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/utils/visualizer.py | detectron2/utils/visualizer.py | # Copyright (c) Facebook, Inc. and its affiliates.
import colorsys
import logging
import math
import numpy as np
from enum import Enum, unique
import cv2
import matplotlib as mpl
import matplotlib.colors as mplc
import matplotlib.figure as mplfigure
import pycocotools.mask as mask_util
import torch
from matplotlib.back... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | true |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/utils/registry.py | detectron2/utils/registry.py | # Copyright (c) Facebook, Inc. and its affiliates.
from typing import Any
import pydoc
from fvcore.common.registry import Registry # for backward compatibility.
"""
``Registry`` and `locate` provide ways to map a string (typically found
in config files) to callable objects.
"""
__all__ = ["Registry", "locate"]
de... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/utils/testing.py | detectron2/utils/testing.py | # Copyright (c) Facebook, Inc. and its affiliates.
import io
import numpy as np
import os
import re
import tempfile
import unittest
from typing import Callable
import torch
import torch.onnx.symbolic_helper as sym_help
from torch._C import ListType
from torch.onnx import register_custom_op_symbolic
from detectron2 imp... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/utils/memory.py | detectron2/utils/memory.py | # Copyright (c) Facebook, Inc. and its affiliates.
import logging
from contextlib import contextmanager
from functools import wraps
import torch
__all__ = ["retry_if_cuda_oom"]
@contextmanager
def _ignore_torch_cuda_oom():
"""
A context which ignores CUDA OOM exception from pytorch.
"""
try:
... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/utils/video_visualizer.py | detectron2/utils/video_visualizer.py | # Copyright (c) Facebook, Inc. and its affiliates.
import numpy as np
from typing import List
import pycocotools.mask as mask_util
from detectron2.structures import Instances
from detectron2.utils.visualizer import (
ColorMode,
Visualizer,
_create_text_labels,
_PanopticPrediction,
)
from .colormap imp... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/utils/serialize.py | detectron2/utils/serialize.py | # Copyright (c) Facebook, Inc. and its affiliates.
import cloudpickle
class PicklableWrapper:
"""
Wrap an object to make it more picklable, note that it uses
heavy weight serialization libraries that are slower than pickle.
It's best to use it only on closures (which are usually not picklable).
T... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/utils/torch_version_utils.py | detectron2/utils/torch_version_utils.py | from packaging import version
def min_torch_version(min_version: str) -> bool:
"""
Returns True when torch's version is at least `min_version`.
"""
try:
import torch
except ImportError:
return False
installed_version = version.parse(torch.__version__.split("+")[0])
min_ve... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/utils/tracing.py | detectron2/utils/tracing.py | import inspect
import torch
from detectron2.utils.env import TORCH_VERSION
try:
from torch.fx._symbolic_trace import is_fx_tracing as is_fx_tracing_current
tracing_current_exists = True
except ImportError:
tracing_current_exists = False
try:
from torch.fx._symbolic_trace import _orig_module_call
... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/utils/logger.py | detectron2/utils/logger.py | # Copyright (c) Facebook, Inc. and its affiliates.
import atexit
import functools
import logging
import os
import sys
import time
from collections import Counter
import torch
from tabulate import tabulate
from termcolor import colored
from detectron2.utils.file_io import PathManager
__all__ = ["setup_logger", "log_fi... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/utils/collect_env.py | detectron2/utils/collect_env.py | # Copyright (c) Facebook, Inc. and its affiliates.
import importlib
import numpy as np
import os
import re
import subprocess
import sys
from collections import defaultdict
import PIL
import torch
import torchvision
from tabulate import tabulate
__all__ = ["collect_env_info"]
def collect_torch_env():
try:
... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/utils/events.py | detectron2/utils/events.py | # Copyright (c) Facebook, Inc. and its affiliates.
import datetime
import json
import logging
import os
import time
from collections import defaultdict
from contextlib import contextmanager
from functools import cached_property
from typing import Optional
import torch
from fvcore.common.history_buffer import HistoryBuf... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/utils/comm.py | detectron2/utils/comm.py | # Copyright (c) Facebook, Inc. and its affiliates.
"""
This file contains primitives for multi-gpu communication.
This is useful when doing distributed training.
"""
import functools
import numpy as np
import torch
import torch.distributed as dist
_LOCAL_PROCESS_GROUP = None
_MISSING_LOCAL_PG_ERROR = (
"Local pro... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/utils/__init__.py | detectron2/utils/__init__.py | # Copyright (c) Facebook, Inc. and its affiliates.
| python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/utils/file_io.py | detectron2/utils/file_io.py | # Copyright (c) Facebook, Inc. and its affiliates.
from iopath.common.file_io import HTTPURLHandler, OneDrivePathHandler, PathHandler
from iopath.common.file_io import PathManager as PathManagerBase
__all__ = ["PathManager", "PathHandler"]
PathManager = PathManagerBase()
"""
This is a detectron2 project-specific Pat... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/utils/analysis.py | detectron2/utils/analysis.py | # Copyright (c) Facebook, Inc. and its affiliates.
# -*- coding: utf-8 -*-
import typing
from typing import Any, List
import fvcore
from fvcore.nn import activation_count, flop_count, parameter_count, parameter_count_table
from torch import nn
from detectron2.export import TracingAdapter
__all__ = [
"activation_... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/utils/env.py | detectron2/utils/env.py | # Copyright (c) Facebook, Inc. and its affiliates.
import importlib
import importlib.util
import logging
import numpy as np
import os
import random
import sys
from datetime import datetime
import torch
__all__ = ["seed_all_rng"]
TORCH_VERSION = tuple(int(x) for x in torch.__version__.split(".")[:2])
"""
PyTorch vers... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/modeling/box_regression.py | detectron2/modeling/box_regression.py | # Copyright (c) Facebook, Inc. and its affiliates.
import math
from typing import List, Tuple, Union
import torch
from fvcore.nn import giou_loss, smooth_l1_loss
from torch.nn import functional as F
from detectron2.layers import cat, ciou_loss, diou_loss
from detectron2.structures import Boxes
# Value for clamping la... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/modeling/mmdet_wrapper.py | detectron2/modeling/mmdet_wrapper.py | # Copyright (c) Facebook, Inc. and its affiliates.
import itertools
import logging
import numpy as np
from collections import OrderedDict
from collections.abc import Mapping
from typing import Dict, List, Optional, Tuple, Union
import torch
from omegaconf import DictConfig, OmegaConf
from torch import Tensor, nn
from ... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/modeling/sampling.py | detectron2/modeling/sampling.py | # Copyright (c) Facebook, Inc. and its affiliates.
import torch
from detectron2.layers import nonzero_tuple
__all__ = ["subsample_labels"]
def subsample_labels(
labels: torch.Tensor, num_samples: int, positive_fraction: float, bg_label: int
):
"""
Return `num_samples` (or fewer, if not enough found)
... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/modeling/poolers.py | detectron2/modeling/poolers.py | # Copyright (c) Facebook, Inc. and its affiliates.
import math
from typing import List, Optional
import torch
from torch import nn
from torchvision.ops import RoIPool
from detectron2.layers import ROIAlign, ROIAlignRotated, cat, nonzero_tuple, shapes_to_tensor
from detectron2.structures import Boxes
from detectron2.ut... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/modeling/matcher.py | detectron2/modeling/matcher.py | # Copyright (c) Facebook, Inc. and its affiliates.
from typing import List
import torch
from detectron2.layers import nonzero_tuple
# TODO: the name is too general
class Matcher:
"""
This class assigns to each predicted "element" (e.g., a box) a ground-truth
element. Each predicted element will have exac... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/modeling/__init__.py | detectron2/modeling/__init__.py | # Copyright (c) Facebook, Inc. and its affiliates.
from detectron2.layers import ShapeSpec
from .anchor_generator import build_anchor_generator, ANCHOR_GENERATOR_REGISTRY
from .backbone import (
BACKBONE_REGISTRY,
FPN,
Backbone,
ResNet,
ResNetBlockBase,
build_backbone,
build_resnet_backbone... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/modeling/anchor_generator.py | detectron2/modeling/anchor_generator.py | # Copyright (c) Facebook, Inc. and its affiliates.
import collections
import math
from typing import List
import torch
from torch import nn
from detectron2.config import configurable
from detectron2.layers import ShapeSpec, move_device_like
from detectron2.structures import Boxes, RotatedBoxes
from detectron2.utils.re... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/modeling/test_time_augmentation.py | detectron2/modeling/test_time_augmentation.py | # Copyright (c) Facebook, Inc. and its affiliates.
import copy
import numpy as np
from contextlib import contextmanager
from itertools import count
from typing import List
import torch
from fvcore.transforms import HFlipTransform, NoOpTransform
from torch import nn
from torch.nn.parallel import DistributedDataParallel
... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/modeling/postprocessing.py | detectron2/modeling/postprocessing.py | # Copyright (c) Facebook, Inc. and its affiliates.
import torch
from torch.nn import functional as F
from detectron2.structures import Instances, ROIMasks
# perhaps should rename to "resize_instance"
def detector_postprocess(
results: Instances, output_height: int, output_width: int, mask_threshold: float = 0.5
... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/modeling/proposal_generator/build.py | detectron2/modeling/proposal_generator/build.py | # Copyright (c) Facebook, Inc. and its affiliates.
from detectron2.utils.registry import Registry
PROPOSAL_GENERATOR_REGISTRY = Registry("PROPOSAL_GENERATOR")
PROPOSAL_GENERATOR_REGISTRY.__doc__ = """
Registry for proposal generator, which produces object proposals from feature maps.
The registered object will be cal... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/modeling/proposal_generator/rrpn.py | detectron2/modeling/proposal_generator/rrpn.py | # Copyright (c) Facebook, Inc. and its affiliates.
import itertools
import logging
from typing import Dict, List
import torch
from detectron2.config import configurable
from detectron2.layers import ShapeSpec, batched_nms_rotated, cat
from detectron2.structures import Instances, RotatedBoxes, pairwise_iou_rotated
from... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/modeling/proposal_generator/__init__.py | detectron2/modeling/proposal_generator/__init__.py | # Copyright (c) Facebook, Inc. and its affiliates.
from .build import PROPOSAL_GENERATOR_REGISTRY, build_proposal_generator
from .rpn import RPN_HEAD_REGISTRY, build_rpn_head, RPN, StandardRPNHead
__all__ = list(globals().keys())
| python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/modeling/proposal_generator/rpn.py | detectron2/modeling/proposal_generator/rpn.py | # Copyright (c) Facebook, Inc. and its affiliates.
from typing import Dict, List, Optional, Tuple, Union
import torch
import torch.nn.functional as F
from torch import nn
from detectron2.config import configurable
from detectron2.layers import Conv2d, ShapeSpec, cat
from detectron2.structures import Boxes, ImageList, ... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/modeling/proposal_generator/proposal_utils.py | detectron2/modeling/proposal_generator/proposal_utils.py | # Copyright (c) Facebook, Inc. and its affiliates.
import logging
import math
from typing import List, Tuple, Union
import torch
from detectron2.layers import batched_nms, cat, move_device_like
from detectron2.structures import Boxes, Instances
logger = logging.getLogger(__name__)
def _is_tracing():
# (fixed in... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/detectron2/modeling/meta_arch/dense_detector.py | detectron2/modeling/meta_arch/dense_detector.py | import numpy as np
from typing import Dict, List, Optional, Tuple
import torch
from torch import Tensor, nn
from detectron2.data.detection_utils import convert_image_to_rgb
from detectron2.layers import move_device_like
from detectron2.modeling import Backbone
from detectron2.structures import Boxes, ImageList, Instan... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
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