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/projects/DensePose/densepose/modeling/losses/registry.py | projects/DensePose/densepose/modeling/losses/registry.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
from detectron2.utils.registry import Registry
DENSEPOSE_LOSS_REGISTRY = Registry("DENSEPOSE_LOSS")
| python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/modeling/losses/embed.py | projects/DensePose/densepose/modeling/losses/embed.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
# pyre-unsafe
from typing import Any, Dict, List
import torch
from torch import nn
from torch.nn import functional as F
from detectron2.config import CfgNode
from detectron2.structures import Instances
from densepose.data.meshes.catalog import M... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/modeling/losses/chart.py | projects/DensePose/densepose/modeling/losses/chart.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
from typing import Any, List
import torch
from torch.nn import functional as F
from detectron2.config import CfgNode
from detectron2.structures import Instances
from .mask_or_segm import MaskOrSegmentationLoss
from .registry import DENSEPOSE_LOSS_REGI... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/modeling/losses/segm.py | projects/DensePose/densepose/modeling/losses/segm.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
# pyre-unsafe
from typing import Any, List
import torch
from torch.nn import functional as F
from detectron2.config import CfgNode
from detectron2.structures import Instances
from .utils import resample_data
class SegmentationLoss:
"""
... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/modeling/losses/embed_utils.py | projects/DensePose/densepose/modeling/losses/embed_utils.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
# pyre-unsafe
from dataclasses import dataclass
from typing import Any, Optional
import torch
from detectron2.structures import BoxMode, Instances
from .utils import AnnotationsAccumulator
@dataclass
class PackedCseAnnotations:
x_gt: torch... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/modeling/losses/mask_or_segm.py | projects/DensePose/densepose/modeling/losses/mask_or_segm.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
# pyre-unsafe
from typing import Any, List
import torch
from detectron2.config import CfgNode
from detectron2.structures import Instances
from .mask import MaskLoss
from .segm import SegmentationLoss
class MaskOrSegmentationLoss:
"""
M... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/modeling/losses/cycle_shape2shape.py | projects/DensePose/densepose/modeling/losses/cycle_shape2shape.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
# pyre-unsafe
import random
from typing import Tuple
import torch
from torch import nn
from torch.nn import functional as F
from detectron2.config import CfgNode
from densepose.structures.mesh import create_mesh
from .utils import sample_random... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/modeling/losses/utils.py | projects/DensePose/densepose/modeling/losses/utils.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
from abc import ABC, abstractmethod
from dataclasses import dataclass
from typing import Any, Dict, List, Optional, Tuple
import torch
from torch.nn import functional as F
from detectron2.structures import BoxMode, Instances
from densepose import Dens... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/modeling/losses/mask.py | projects/DensePose/densepose/modeling/losses/mask.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
# pyre-unsafe
from dataclasses import dataclass
from typing import Any, Iterable, List, Optional
import torch
from torch.nn import functional as F
from detectron2.structures import Instances
@dataclass
class DataForMaskLoss:
"""
Contain... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/modeling/losses/cycle_pix2shape.py | projects/DensePose/densepose/modeling/losses/cycle_pix2shape.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
# pyre-unsafe
from typing import Any, List
import torch
from torch import nn
from torch.nn import functional as F
from detectron2.config import CfgNode
from detectron2.structures import Instances
from densepose.data.meshes.catalog import MeshCat... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/modeling/losses/__init__.py | projects/DensePose/densepose/modeling/losses/__init__.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
from .chart import DensePoseChartLoss
from .chart_with_confidences import DensePoseChartWithConfidenceLoss
from .cse import DensePoseCseLoss
from .registry import DENSEPOSE_LOSS_REGISTRY
__all__ = [
"DensePoseChartLoss",
"DensePoseChartWithCon... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/modeling/losses/cse.py | projects/DensePose/densepose/modeling/losses/cse.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
# pyre-unsafe
from typing import Any, List
from torch import nn
from detectron2.config import CfgNode
from detectron2.structures import Instances
from .cycle_pix2shape import PixToShapeCycleLoss
from .cycle_shape2shape import ShapeToShapeCycleLo... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/modeling/losses/chart_with_confidences.py | projects/DensePose/densepose/modeling/losses/chart_with_confidences.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
import math
from typing import Any, List
import torch
from torch import nn
from torch.nn import functional as F
from detectron2.config import CfgNode
from detectron2.structures import Instances
from .. import DensePoseConfidenceModelConfig, DensePoseUV... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/modeling/losses/soft_embed.py | projects/DensePose/densepose/modeling/losses/soft_embed.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
# pyre-unsafe
from typing import Any, Dict, List
import torch
from torch import nn
from torch.nn import functional as F
from detectron2.config import CfgNode
from detectron2.structures import Instances
from densepose.data.meshes.catalog import M... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/modeling/cse/vertex_feature_embedder.py | projects/DensePose/densepose/modeling/cse/vertex_feature_embedder.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
# pyre-unsafe
import pickle
import torch
from torch import nn
from detectron2.utils.file_io import PathManager
from .utils import normalize_embeddings
class VertexFeatureEmbedder(nn.Module):
"""
Class responsible for embedding vertex f... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/modeling/cse/utils.py | projects/DensePose/densepose/modeling/cse/utils.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
# pyre-unsafe
import torch
from torch.nn import functional as F
def squared_euclidean_distance_matrix(pts1: torch.Tensor, pts2: torch.Tensor) -> torch.Tensor:
"""
Get squared Euclidean Distance Matrix
Computes pairwise squared Euclid... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/modeling/cse/vertex_direct_embedder.py | projects/DensePose/densepose/modeling/cse/vertex_direct_embedder.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
# pyre-unsafe
import pickle
import torch
from torch import nn
from detectron2.utils.file_io import PathManager
from .utils import normalize_embeddings
class VertexDirectEmbedder(nn.Module):
"""
Class responsible for embedding vertices.... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/modeling/cse/__init__.py | projects/DensePose/densepose/modeling/cse/__init__.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
# pyre-unsafe
from .vertex_direct_embedder import VertexDirectEmbedder
from .vertex_feature_embedder import VertexFeatureEmbedder
from .embedder import Embedder
| python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/modeling/cse/embedder.py | projects/DensePose/densepose/modeling/cse/embedder.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
# pyre-unsafe
import logging
import numpy as np
import pickle
from enum import Enum
from typing import Optional
import torch
from torch import nn
from detectron2.config import CfgNode
from detectron2.utils.file_io import PathManager
from .vertex... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/modeling/roi_heads/registry.py | projects/DensePose/densepose/modeling/roi_heads/registry.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
from detectron2.utils.registry import Registry
ROI_DENSEPOSE_HEAD_REGISTRY = Registry("ROI_DENSEPOSE_HEAD")
| python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/modeling/roi_heads/deeplab.py | projects/DensePose/densepose/modeling/roi_heads/deeplab.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
import fvcore.nn.weight_init as weight_init
import torch
from torch import nn
from torch.nn import functional as F
from detectron2.config import CfgNode
from detectron2.layers import Conv2d
from .registry import ROI_DENSEPOSE_HEAD_REGISTRY
@ROI_DENS... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/modeling/roi_heads/roi_head.py | projects/DensePose/densepose/modeling/roi_heads/roi_head.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
import numpy as np
from typing import Dict, List, Optional
import fvcore.nn.weight_init as weight_init
import torch
import torch.nn as nn
from torch.nn import functional as F
from detectron2.layers import Conv2d, ShapeSpec, get_norm
from detectron2.mod... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/modeling/roi_heads/v1convx.py | projects/DensePose/densepose/modeling/roi_heads/v1convx.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
import torch
from torch import nn
from torch.nn import functional as F
from detectron2.config import CfgNode
from detectron2.layers import Conv2d
from ..utils import initialize_module_params
from .registry import ROI_DENSEPOSE_HEAD_REGISTRY
@ROI_DEN... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/modeling/roi_heads/__init__.py | projects/DensePose/densepose/modeling/roi_heads/__init__.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
from .v1convx import DensePoseV1ConvXHead
from .deeplab import DensePoseDeepLabHead
from .registry import ROI_DENSEPOSE_HEAD_REGISTRY
from .roi_head import Decoder, DensePoseROIHeads
| python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/vis/extractor.py | projects/DensePose/densepose/vis/extractor.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
import logging
from typing import List, Optional, Sequence, Tuple
import torch
from detectron2.layers.nms import batched_nms
from detectron2.structures.instances import Instances
from densepose.converters import ToChartResultConverterWithConfidences
fr... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/vis/densepose_outputs_iuv.py | projects/DensePose/densepose/vis/densepose_outputs_iuv.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
import numpy as np
from typing import Optional, Tuple
import cv2
from densepose.structures import DensePoseDataRelative
from ..structures import DensePoseChartPredictorOutput
from .base import Boxes, Image, MatrixVisualizer
class DensePoseOutputsVisu... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/vis/densepose_data_points.py | projects/DensePose/densepose/vis/densepose_data_points.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
import numpy as np
from typing import Iterable, Optional, Tuple
import cv2
from densepose.structures import DensePoseDataRelative
from .base import Boxes, Image, MatrixVisualizer, PointsVisualizer
class DensePoseDataCoarseSegmentationVisualizer:
... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/vis/densepose_results.py | projects/DensePose/densepose/vis/densepose_results.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
import logging
import numpy as np
from typing import List, Optional, Tuple
import cv2
import torch
from densepose.structures import DensePoseDataRelative
from ..structures import DensePoseChartResult
from .base import Boxes, Image, MatrixVisualizer
c... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/vis/densepose_outputs_vertex.py | projects/DensePose/densepose/vis/densepose_outputs_vertex.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
# pyre-unsafe
import json
import numpy as np
from functools import lru_cache
from typing import Dict, List, Optional, Tuple
import cv2
import torch
from detectron2.utils.file_io import PathManager
from densepose.modeling import build_densepose_em... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/vis/densepose_results_textures.py | projects/DensePose/densepose/vis/densepose_results_textures.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
import numpy as np
from typing import List, Optional, Tuple
import torch
from detectron2.data.detection_utils import read_image
from ..structures import DensePoseChartResult
from .base import Boxes, Image
from .densepose_results import DensePoseResults... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/vis/bounding_box.py | projects/DensePose/densepose/vis/bounding_box.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
from .base import RectangleVisualizer, TextVisualizer
class BoundingBoxVisualizer:
def __init__(self):
self.rectangle_visualizer = RectangleVisualizer()
def visualize(self, image_bgr, boxes_xywh):
for bbox_xywh in boxes_xywh:
... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/vis/__init__.py | projects/DensePose/densepose/vis/__init__.py | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false | |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/vis/base.py | projects/DensePose/densepose/vis/base.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
import logging
import numpy as np
import cv2
import torch
Image = np.ndarray
Boxes = torch.Tensor
class MatrixVisualizer:
"""
Base visualizer for matrix data
"""
def __init__(
self,
inplace=True,
cmap=cv2.COLOR... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/data/inference_based_loader.py | projects/DensePose/densepose/data/inference_based_loader.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
import random
from typing import Any, Callable, Dict, Iterable, Iterator, List, Optional, Tuple
import torch
from torch import nn
SampledData = Any
ModelOutput = Any
def _grouper(iterable: Iterable[Any], n: int, fillvalue=None) -> Iterator[Tuple[Any]... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/data/dataset_mapper.py | projects/DensePose/densepose/data/dataset_mapper.py | # -*- coding: utf-8 -*-
# Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
import copy
import logging
from typing import Any, Dict, List, Tuple
import torch
from detectron2.data import MetadataCatalog
from detectron2.data import detection_utils as utils
from detectron2.data import transforms as T
from ... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/data/build.py | projects/DensePose/densepose/data/build.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
import itertools
import logging
import numpy as np
from collections import UserDict, defaultdict
from dataclasses import dataclass
from typing import Any, Callable, Collection, Dict, Iterable, List, Optional, Sequence, Tuple
import torch
from torch.util... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/data/combined_loader.py | projects/DensePose/densepose/data/combined_loader.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
import random
from collections import deque
from typing import Any, Collection, Deque, Iterable, Iterator, List, Sequence
Loader = Iterable[Any]
def _pooled_next(iterator: Iterator[Any], pool: Deque[Any]):
if not pool:
pool.extend(next(it... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/data/utils.py | projects/DensePose/densepose/data/utils.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
import os
from typing import Dict, Optional
from detectron2.config import CfgNode
def is_relative_local_path(path: str) -> bool:
path_str = os.fsdecode(path)
return ("://" not in path_str) and not os.path.isabs(path)
def maybe_prepend_base_... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/data/__init__.py | projects/DensePose/densepose/data/__init__.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
from .meshes import builtin
from .build import (
build_detection_test_loader,
build_detection_train_loader,
build_combined_loader,
build_frame_selector,
build_inference_based_loaders,
has_inference_based_loaders,
BootstrapDat... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/data/image_list_dataset.py | projects/DensePose/densepose/data/image_list_dataset.py | # -*- coding: utf-8 -*-
# Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
import logging
import numpy as np
from typing import Any, Callable, Dict, List, Optional, Union
import torch
from torch.utils.data.dataset import Dataset
from detectron2.data.detection_utils import read_image
ImageTransform = C... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/data/datasets/builtin.py | projects/DensePose/densepose/data/datasets/builtin.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
from .chimpnsee import register_dataset as register_chimpnsee_dataset
from .coco import BASE_DATASETS as BASE_COCO_DATASETS
from .coco import DATASETS as COCO_DATASETS
from .coco import register_datasets as register_coco_datasets
from .lvis import DATASE... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/data/datasets/coco.py | projects/DensePose/densepose/data/datasets/coco.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
import contextlib
import io
import logging
import os
from collections import defaultdict
from dataclasses import dataclass
from typing import Any, Dict, Iterable, List, Optional
from fvcore.common.timer import Timer
from detectron2.data import DatasetCa... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/data/datasets/lvis.py | projects/DensePose/densepose/data/datasets/lvis.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
import logging
import os
from typing import Any, Dict, Iterable, List, Optional
from fvcore.common.timer import Timer
from detectron2.data import DatasetCatalog, MetadataCatalog
from detectron2.data.datasets.lvis import get_lvis_instances_meta
from dete... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/data/datasets/chimpnsee.py | projects/DensePose/densepose/data/datasets/chimpnsee.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
from typing import Optional
from detectron2.data import DatasetCatalog, MetadataCatalog
from ..utils import maybe_prepend_base_path
from .dataset_type import DatasetType
CHIMPNSEE_DATASET_NAME = "chimpnsee"
def register_dataset(datasets_root: Optio... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/data/datasets/__init__.py | projects/DensePose/densepose/data/datasets/__init__.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
from . import builtin # ensure the builtin datasets are registered
__all__ = [k for k in globals().keys() if "builtin" not in k and not k.startswith("_")]
| python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/data/datasets/dataset_type.py | projects/DensePose/densepose/data/datasets/dataset_type.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
from enum import Enum
class DatasetType(Enum):
"""
Dataset type, mostly used for datasets that contain data to bootstrap models on
"""
VIDEO_LIST = "video_list"
| python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/data/transform/image.py | projects/DensePose/densepose/data/transform/image.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
import torch
class ImageResizeTransform:
"""
Transform that resizes images loaded from a dataset
(BGR data in NCHW channel order, typically uint8) to a format ready to be
consumed by DensePose training (BGR float32 data in NCHW channel... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/data/transform/__init__.py | projects/DensePose/densepose/data/transform/__init__.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
from .image import ImageResizeTransform
| python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/data/samplers/densepose_uniform.py | projects/DensePose/densepose/data/samplers/densepose_uniform.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
import random
import torch
from .densepose_base import DensePoseBaseSampler
class DensePoseUniformSampler(DensePoseBaseSampler):
"""
Samples DensePose data from DensePose predictions.
Samples for each class are drawn uniformly over all pi... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/data/samplers/densepose_confidence_based.py | projects/DensePose/densepose/data/samplers/densepose_confidence_based.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
import random
from typing import Optional, Tuple
import torch
from densepose.converters import ToChartResultConverterWithConfidences
from .densepose_base import DensePoseBaseSampler
class DensePoseConfidenceBasedSampler(DensePoseBaseSampler):
""... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/data/samplers/densepose_cse_base.py | projects/DensePose/densepose/data/samplers/densepose_cse_base.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
from typing import Any, Dict, List, Tuple
import torch
from torch.nn import functional as F
from detectron2.config import CfgNode
from detectron2.structures import Instances
from densepose.converters.base import IntTupleBox
from densepose.data.utils i... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/data/samplers/densepose_cse_confidence_based.py | projects/DensePose/densepose/data/samplers/densepose_cse_confidence_based.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
import random
from typing import Optional, Tuple
import torch
from torch.nn import functional as F
from detectron2.config import CfgNode
from detectron2.structures import Instances
from densepose.converters.base import IntTupleBox
from .densepose_cse... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/data/samplers/densepose_base.py | projects/DensePose/densepose/data/samplers/densepose_base.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
from typing import Any, Dict, List, Tuple
import torch
from torch.nn import functional as F
from detectron2.structures import BoxMode, Instances
from densepose.converters import ToChartResultConverter
from densepose.converters.base import IntTupleBox,... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/data/samplers/mask_from_densepose.py | projects/DensePose/densepose/data/samplers/mask_from_densepose.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
from detectron2.structures import BitMasks, Instances
from densepose.converters import ToMaskConverter
class MaskFromDensePoseSampler:
"""
Produce mask GT from DensePose predictions
This sampler simply converts DensePose predictions to Bi... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/data/samplers/__init__.py | projects/DensePose/densepose/data/samplers/__init__.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
from .densepose_uniform import DensePoseUniformSampler
from .densepose_confidence_based import DensePoseConfidenceBasedSampler
from .densepose_cse_uniform import DensePoseCSEUniformSampler
from .densepose_cse_confidence_based import DensePoseCSEConfiden... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/data/samplers/prediction_to_gt.py | projects/DensePose/densepose/data/samplers/prediction_to_gt.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
from dataclasses import dataclass
from typing import Any, Callable, Dict, List, Optional
from detectron2.structures import Instances
ModelOutput = Dict[str, Any]
SampledData = Dict[str, Any]
@dataclass
class _Sampler:
"""
Sampler registry en... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/data/samplers/densepose_cse_uniform.py | projects/DensePose/densepose/data/samplers/densepose_cse_uniform.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
from .densepose_cse_base import DensePoseCSEBaseSampler
from .densepose_uniform import DensePoseUniformSampler
class DensePoseCSEUniformSampler(DensePoseCSEBaseSampler, DensePoseUniformSampler):
"""
Uniform Sampler for CSE
"""
pass
| python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/data/meshes/builtin.py | projects/DensePose/densepose/data/meshes/builtin.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
# pyre-unsafe
from .catalog import MeshInfo, register_meshes
DENSEPOSE_MESHES_DIR = "https://dl.fbaipublicfiles.com/densepose/meshes/"
MESHES = [
MeshInfo(
name="smpl_27554",
data="smpl_27554.pkl",
geodists="geodists/... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/data/meshes/catalog.py | projects/DensePose/densepose/data/meshes/catalog.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
# pyre-unsafe
import logging
from collections import UserDict
from dataclasses import dataclass
from typing import Iterable, Optional
from ..utils import maybe_prepend_base_path
@dataclass
class MeshInfo:
name: str
data: str
geodist... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/data/meshes/__init__.py | projects/DensePose/densepose/data/meshes/__init__.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
# pyre-unsafe
from . import builtin
__all__ = [k for k in globals().keys() if "builtin" not in k and not k.startswith("_")]
| python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/data/video/frame_selector.py | projects/DensePose/densepose/data/video/frame_selector.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
import random
from collections.abc import Callable
from enum import Enum
from typing import Callable as TCallable
from typing import List
FrameTsList = List[int]
FrameSelector = TCallable[[FrameTsList], FrameTsList]
class FrameSelectionStrategy(Enum)... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/data/video/__init__.py | projects/DensePose/densepose/data/video/__init__.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
from .frame_selector import (
FrameSelectionStrategy,
RandomKFramesSelector,
FirstKFramesSelector,
LastKFramesSelector,
FrameTsList,
FrameSelector,
)
from .video_keyframe_dataset import (
VideoKeyframeDataset,
video_list... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/data/video/video_keyframe_dataset.py | projects/DensePose/densepose/data/video/video_keyframe_dataset.py | # -*- coding: utf-8 -*-
# Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
import csv
import logging
import numpy as np
from typing import Any, Callable, Dict, List, Optional, Union
import av
import torch
from torch.utils.data.dataset import Dataset
from detectron2.utils.file_io import PathManager
fro... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/engine/trainer.py | projects/DensePose/densepose/engine/trainer.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
# pyre-unsafe
import logging
import os
from collections import OrderedDict
from typing import List, Optional, Union
import torch
from torch import nn
from detectron2.checkpoint import DetectionCheckpointer
from detectron2.config import CfgNode
fr... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/engine/__init__.py | projects/DensePose/densepose/engine/__init__.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
from .trainer import Trainer
| python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/evaluation/densepose_coco_evaluation.py | projects/DensePose/densepose/evaluation/densepose_coco_evaluation.py | # Copyright (c) Facebook, Inc. and its affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
# This is a modified version of cocoeval.py where we also have the densepose evaluation.
# pyre-unsafe
__author__ = "tsung... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | true |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/evaluation/d2_evaluator_adapter.py | projects/DensePose/densepose/evaluation/d2_evaluator_adapter.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
from detectron2.data.catalog import Metadata
from detectron2.evaluation import COCOEvaluator
from densepose.data.datasets.coco import (
get_contiguous_id_to_category_id_map,
maybe_filter_categories_cocoapi,
)
def _maybe_add_iscrowd_annotation... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/evaluation/evaluator.py | projects/DensePose/densepose/evaluation/evaluator.py | # -*- coding: utf-8 -*-
# Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
import contextlib
import copy
import io
import itertools
import logging
import numpy as np
import os
from collections import OrderedDict
from typing import Dict, Iterable, List, Optional
import pycocotools.mask as mask_utils
impo... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/evaluation/mesh_alignment_evaluator.py | projects/DensePose/densepose/evaluation/mesh_alignment_evaluator.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
# pyre-unsafe
import json
import logging
from typing import List, Optional
import torch
from torch import nn
from detectron2.utils.file_io import PathManager
from densepose.structures.mesh import create_mesh
class MeshAlignmentEvaluator:
"... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/evaluation/__init__.py | projects/DensePose/densepose/evaluation/__init__.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
from .evaluator import DensePoseCOCOEvaluator
| python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/densepose/evaluation/tensor_storage.py | projects/DensePose/densepose/evaluation/tensor_storage.py | # Copyright (c) Facebook, Inc. and its affiliates.
# pyre-unsafe
import io
import numpy as np
import os
from dataclasses import dataclass
from functools import reduce
from operator import mul
from typing import BinaryIO, Dict, Optional, Tuple
import torch
from detectron2.utils.comm import gather, get_rank
from detec... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/tests/test_cse_annotations_accumulator.py | projects/DensePose/tests/test_cse_annotations_accumulator.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import unittest
import torch
from detectron2.structures import Boxes, BoxMode, Instances
from densepose.modeling.losses.embed_utils import CseAnnotationsAccumulator
from densepose.structures import DensePoseDataRelative, DensePoseList
class Tes... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/tests/test_image_resize_transform.py | projects/DensePose/tests/test_image_resize_transform.py | # Copyright (c) Facebook, Inc. and its affiliates.
import unittest
import torch
from densepose.data.transform import ImageResizeTransform
class TestImageResizeTransform(unittest.TestCase):
def test_image_resize_1(self):
images_batch = torch.ones((3, 3, 100, 100), dtype=torch.uint8) * 100
transfo... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/tests/common.py | projects/DensePose/tests/common.py | # Copyright (c) Facebook, Inc. and its affiliates.
import os
import torch
from detectron2.config import get_cfg
from detectron2.engine import default_setup
from detectron2.modeling import build_model
from densepose import add_densepose_config
_BASE_CONFIG_DIR = "configs"
_EVOLUTION_CONFIG_SUB_DIR = "evolution"
_HRN... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/tests/test_chart_based_annotations_accumulator.py | projects/DensePose/tests/test_chart_based_annotations_accumulator.py | # Copyright (c) Facebook, Inc. and its affiliates.
import unittest
import torch
from detectron2.structures import Boxes, BoxMode, Instances
from densepose.modeling.losses.utils import ChartBasedAnnotationsAccumulator
from densepose.structures import DensePoseDataRelative, DensePoseList
image_shape = (100, 100)
inst... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/tests/test_image_list_dataset.py | projects/DensePose/tests/test_image_list_dataset.py | # Copyright (c) Facebook, Inc. and its affiliates.
import contextlib
import os
import tempfile
import unittest
import torch
from torchvision.utils import save_image
from densepose.data.image_list_dataset import ImageListDataset
from densepose.data.transform import ImageResizeTransform
@contextlib.contextmanager
def... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/tests/test_dataset_loaded_annotations.py | projects/DensePose/tests/test_dataset_loaded_annotations.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import unittest
from densepose.data.datasets.builtin import COCO_DATASETS, DENSEPOSE_ANNOTATIONS_DIR, LVIS_DATASETS
from densepose.data.datasets.coco import load_coco_json
from densepose.data.datasets.lvis import load_lvis_json
from densepose.data... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/tests/test_model_e2e.py | projects/DensePose/tests/test_model_e2e.py | # Copyright (c) Facebook, Inc. and its affiliates.
import unittest
import torch
from detectron2.structures import BitMasks, Boxes, Instances
from .common import get_model
# TODO(plabatut): Modularize detectron2 tests and re-use
def make_model_inputs(image, instances=None):
if instances is None:
return ... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/tests/test_setup.py | projects/DensePose/tests/test_setup.py | # Copyright (c) Facebook, Inc. and its affiliates.
import unittest
from .common import (
get_config_files,
get_evolution_config_files,
get_hrnet_config_files,
get_quick_schedules_config_files,
setup,
)
class TestSetup(unittest.TestCase):
def _test_setup(self, config_file):
setup(conf... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/tests/test_frame_selector.py | projects/DensePose/tests/test_frame_selector.py | # Copyright (c) Facebook, Inc. and its affiliates.
import random
import unittest
from densepose.data.video import FirstKFramesSelector, LastKFramesSelector, RandomKFramesSelector
class TestFrameSelector(unittest.TestCase):
def test_frame_selector_random_k_1(self):
_SEED = 43
_K = 4
rando... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/tests/test_structures.py | projects/DensePose/tests/test_structures.py | # Copyright (c) Facebook, Inc. and its affiliates.
import unittest
from densepose.structures import normalized_coords_transform
class TestStructures(unittest.TestCase):
def test_normalized_coords_transform(self):
bbox = (32, 24, 288, 216)
x0, y0, w, h = bbox
xmin, ymin, xmax, ymax = x0, ... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/tests/test_combine_data_loader.py | projects/DensePose/tests/test_combine_data_loader.py | # Copyright (c) Facebook, Inc. and its affiliates.
import random
import unittest
from typing import Any, Iterable, Iterator, Tuple
from densepose.data import CombinedDataLoader
def _grouper(iterable: Iterable[Any], n: int, fillvalue=None) -> Iterator[Tuple[Any]]:
"""
Group elements of an iterable by chunks ... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/tests/test_tensor_storage.py | projects/DensePose/tests/test_tensor_storage.py | # Copyright (c) Facebook, Inc. and its affiliates.
import io
import tempfile
import unittest
from contextlib import ExitStack
import torch
import torch.distributed as dist
import torch.multiprocessing as mp
from detectron2.utils import comm
from densepose.evaluation.tensor_storage import (
SingleProcessFileTenso... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/DensePose/tests/test_video_keyframe_dataset.py | projects/DensePose/tests/test_video_keyframe_dataset.py | # Copyright (c) Facebook, Inc. and its affiliates.
import contextlib
import os
import random
import tempfile
import unittest
import torch
import torchvision.io as io
from densepose.data.transform import ImageResizeTransform
from densepose.data.video import RandomKFramesSelector, VideoKeyframeDataset
try:
import ... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/Panoptic-DeepLab/train_net.py | projects/Panoptic-DeepLab/train_net.py | #!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates.
"""
Panoptic-DeepLab Training Script.
This script is a simplified version of the training script in detectron2/tools.
"""
import os
import torch
import detectron2.data.transforms as T
from detectron2.checkpoint import DetectionCheckpointer
fro... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/Panoptic-DeepLab/panoptic_deeplab/post_processing.py | projects/Panoptic-DeepLab/panoptic_deeplab/post_processing.py | # Copyright (c) Facebook, Inc. and its affiliates.
# Reference: https://github.com/bowenc0221/panoptic-deeplab/blob/master/segmentation/model/post_processing/instance_post_processing.py # noqa
from collections import Counter
import torch
import torch.nn.functional as F
def find_instance_center(center_heatmap, thres... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/Panoptic-DeepLab/panoptic_deeplab/target_generator.py | projects/Panoptic-DeepLab/panoptic_deeplab/target_generator.py | # Copyright (c) Facebook, Inc. and its affiliates.
# Reference: https://github.com/bowenc0221/panoptic-deeplab/blob/aa934324b55a34ce95fea143aea1cb7a6dbe04bd/segmentation/data/transforms/target_transforms.py#L11 # noqa
import numpy as np
import torch
class PanopticDeepLabTargetGenerator:
"""
Generates trainin... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/Panoptic-DeepLab/panoptic_deeplab/panoptic_seg.py | projects/Panoptic-DeepLab/panoptic_deeplab/panoptic_seg.py | # Copyright (c) Facebook, Inc. and its affiliates.
import numpy as np
from typing import Callable, Dict, List, Union
import fvcore.nn.weight_init as weight_init
import torch
from torch import nn
from torch.nn import functional as F
from detectron2.config import configurable
from detectron2.data import MetadataCatalog
... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/Panoptic-DeepLab/panoptic_deeplab/dataset_mapper.py | projects/Panoptic-DeepLab/panoptic_deeplab/dataset_mapper.py | # Copyright (c) Facebook, Inc. and its affiliates.
import copy
import logging
import numpy as np
from typing import Callable, List, Union
import torch
from panopticapi.utils import rgb2id
from detectron2.config import configurable
from detectron2.data import MetadataCatalog
from detectron2.data import detection_utils ... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/Panoptic-DeepLab/panoptic_deeplab/config.py | projects/Panoptic-DeepLab/panoptic_deeplab/config.py | # -*- coding: utf-8 -*-
# Copyright (c) Facebook, Inc. and its affiliates.
from detectron2.config import CfgNode as CN
from detectron2.projects.deeplab import add_deeplab_config
def add_panoptic_deeplab_config(cfg):
"""
Add config for Panoptic-DeepLab.
"""
# Reuse DeepLab config.
add_deeplab_conf... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/Panoptic-DeepLab/panoptic_deeplab/__init__.py | projects/Panoptic-DeepLab/panoptic_deeplab/__init__.py | # Copyright (c) Facebook, Inc. and its affiliates.
from .config import add_panoptic_deeplab_config
from .dataset_mapper import PanopticDeeplabDatasetMapper
from .panoptic_seg import (
PanopticDeepLab,
INS_EMBED_BRANCHES_REGISTRY,
build_ins_embed_branch,
PanopticDeepLabSemSegHead,
PanopticDeepLabInsE... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/TensorMask/setup.py | projects/TensorMask/setup.py | #!/usr/bin/env python
# Copyright (c) Facebook, Inc. and its affiliates.
import glob
import os
from setuptools import find_packages, setup
import torch
from torch.utils.cpp_extension import CUDA_HOME, CppExtension, CUDAExtension
def get_extensions():
this_dir = os.path.dirname(os.path.abspath(__file__))
exte... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/TensorMask/train_net.py | projects/TensorMask/train_net.py | #!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates.
"""
TensorMask Training Script.
This script is a simplified version of the training script in detectron2/tools.
"""
import os
import detectron2.utils.comm as comm
from detectron2.checkpoint import DetectionCheckpointer
from detectron2.config ... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/TensorMask/tests/test_swap_align2nat.py | projects/TensorMask/tests/test_swap_align2nat.py | #!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates.
import unittest
import torch
from torch.autograd import gradcheck
from tensormask.layers.swap_align2nat import SwapAlign2Nat
class SwapAlign2NatTest(unittest.TestCase):
@unittest.skipIf(not torch.cuda.is_available(), "CUDA not available")... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/TensorMask/tests/__init__.py | projects/TensorMask/tests/__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/projects/TensorMask/tensormask/arch.py | projects/TensorMask/tensormask/arch.py | # Copyright (c) Facebook, Inc. and its affiliates.
import copy
import math
from typing import List
import torch
import torch.nn.functional as F
from fvcore.nn import sigmoid_focal_loss_star_jit, smooth_l1_loss
from torch import nn
from detectron2.layers import ShapeSpec, batched_nms, cat, paste_masks_in_image
from det... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | true |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/TensorMask/tensormask/config.py | projects/TensorMask/tensormask/config.py | # -*- coding: utf-8 -*-
# Copyright (c) Facebook, Inc. and its affiliates.
from detectron2.config import CfgNode as CN
def add_tensormask_config(cfg):
"""
Add config for TensorMask.
"""
cfg.MODEL.TENSOR_MASK = CN()
# Anchor parameters
cfg.MODEL.TENSOR_MASK.IN_FEATURES = ["p2", "p3", "p4", "p... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/TensorMask/tensormask/__init__.py | projects/TensorMask/tensormask/__init__.py | # Copyright (c) Facebook, Inc. and its affiliates.
from .config import add_tensormask_config
from .arch import TensorMask
| python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/TensorMask/tensormask/layers/swap_align2nat.py | projects/TensorMask/tensormask/layers/swap_align2nat.py | # Copyright (c) Facebook, Inc. and its affiliates.
from torch import nn
from torch.autograd import Function
from torch.autograd.function import once_differentiable
from tensormask import _C
class _SwapAlign2Nat(Function):
@staticmethod
def forward(ctx, X, lambda_val, pad_val):
ctx.lambda_val = lambda... | python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
facebookresearch/detectron2 | https://github.com/facebookresearch/detectron2/blob/fd27788985af0f4ca800bca563acdb700bb890e2/projects/TensorMask/tensormask/layers/__init__.py | projects/TensorMask/tensormask/layers/__init__.py | # Copyright (c) Facebook, Inc. and its affiliates.
from .swap_align2nat import SwapAlign2Nat, swap_align2nat
__all__ = [k for k in globals().keys() if not k.startswith("_")]
| python | Apache-2.0 | fd27788985af0f4ca800bca563acdb700bb890e2 | 2026-01-04T14:42:35.134676Z | false |
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