repo stringlengths 1 99 | file stringlengths 13 215 | code stringlengths 12 59.2M | file_length int64 12 59.2M | avg_line_length float64 3.82 1.48M | max_line_length int64 12 2.51M | extension_type stringclasses 1
value |
|---|---|---|---|---|---|---|
UniControl | UniControl-main/app/gradio_deblur.py | '''
* Copyright (c) 2023 Salesforce, Inc.
* All rights reserved.
* SPDX-License-Identifier: Apache License 2.0
* For full license text, see LICENSE.txt file in the repo root or http://www.apache.org/licenses/
* By Can Qin
* Modified from ControlNet repo: https://github.com/lllyasviel/ControlNet
* Copyright (c) 2... | 6,914 | 51.386364 | 578 | py |
UniControl | UniControl-main/app/gradio_outpainting.py | '''
* Copyright (c) 2023 Salesforce, Inc.
* All rights reserved.
* SPDX-License-Identifier: Apache License 2.0
* For full license text, see LICENSE.txt file in the repo root or http://www.apache.org/licenses/
* By Can Qin
* Modified from ControlNet repo: https://github.com/lllyasviel/ControlNet
* Copyright (c) 2... | 6,857 | 52.162791 | 439 | py |
UniControl | UniControl-main/train_util/multi_task_scheduler.py | '''
* Copyright (c) 2023 Salesforce, Inc.
* All rights reserved.
* SPDX-License-Identifier: Apache License 2.0
* For full license text, see LICENSE.txt file in the repo root or http://www.apache.org/licenses/
* By Can Qin
* Modified from: https://blog.csdn.net/weixin_41803874/article/details/124756079
'''
import ... | 3,163 | 44.855072 | 116 | py |
UniControl | UniControl-main/train_util/dataset.py | '''
* Copyright (c) 2023 Salesforce, Inc.
* All rights reserved.
* SPDX-License-Identifier: Apache License 2.0
* For full license text, see LICENSE.txt file in the repo root or http://www.apache.org/licenses/
* By Can Qin
'''
import sys
sys.path.append('./')
import json
import cv2
import numpy as np
from torch.... | 5,288 | 37.605839 | 128 | py |
UniControl | UniControl-main/train_util/dataset_collate.py | '''
* Copyright (c) 2023 Salesforce, Inc.
* All rights reserved.
* SPDX-License-Identifier: Apache License 2.0
* For full license text, see LICENSE.txt file in the repo root or http://www.apache.org/licenses/
* By Can Qin
* Modified from: https://github.com/hughperkins/pytorch-pytorch/blob/master/torch/utils/data... | 3,288 | 37.244186 | 107 | py |
UniControl | UniControl-main/ldm/util.py | '''
* Copyright (c) 2023 Salesforce, Inc.
* All rights reserved.
* SPDX-License-Identifier: Apache License 2.0
* For full license text, see LICENSE.txt file in the repo root or http://www.apache.org/licenses/
* By Can Qin
* Modified from ControlNet repo: https://github.com/lllyasviel/ControlNet
* Copyright (c) 2... | 7,589 | 35.666667 | 119 | py |
UniControl | UniControl-main/ldm/modules/ema.py | '''
* Copyright (c) 2023 Salesforce, Inc.
* All rights reserved.
* SPDX-License-Identifier: Apache License 2.0
* For full license text, see LICENSE.txt file in the repo root or http://www.apache.org/licenses/
* By Can Qin
* Modified from ControlNet repo: https://github.com/lllyasviel/ControlNet
* Copyright (c) 2... | 3,472 | 37.164835 | 102 | py |
UniControl | UniControl-main/ldm/modules/attention.py | '''
* Copyright (c) 2023 Salesforce, Inc.
* All rights reserved.
* SPDX-License-Identifier: Apache License 2.0
* For full license text, see LICENSE.txt file in the repo root or http://www.apache.org/licenses/
* By Can Qin
* Modified from ControlNet repo: https://github.com/lllyasviel/ControlNet
* Copyright (c) 2... | 12,168 | 33.571023 | 143 | py |
UniControl | UniControl-main/ldm/modules/midas/utils.py | '''
* Copyright (c) 2023 Salesforce, Inc.
* All rights reserved.
* SPDX-License-Identifier: Apache License 2.0
* For full license text, see LICENSE.txt file in the repo root or http://www.apache.org/licenses/
* By Can Qin
* Modified from ControlNet repo: https://github.com/lllyasviel/ControlNet
* Copyright (c) 2... | 4,944 | 23.725 | 98 | py |
UniControl | UniControl-main/ldm/modules/midas/api.py | '''
* Copyright (c) 2023 Salesforce, Inc.
* All rights reserved.
* SPDX-License-Identifier: Apache License 2.0
* For full license text, see LICENSE.txt file in the repo root or http://www.apache.org/licenses/
* By Can Qin
* Modified from ControlNet repo: https://github.com/lllyasviel/ControlNet
* Copyright (c) 2... | 5,700 | 30.497238 | 103 | py |
UniControl | UniControl-main/ldm/modules/midas/midas/base_model.py | '''
* Copyright (c) 2023 Salesforce, Inc.
* All rights reserved.
* SPDX-License-Identifier: Apache License 2.0
* For full license text, see LICENSE.txt file in the repo root or http://www.apache.org/licenses/
* By Can Qin
* Modified from ControlNet repo: https://github.com/lllyasviel/ControlNet
* Copyright (c) 2... | 729 | 26.037037 | 98 | py |
UniControl | UniControl-main/ldm/modules/midas/midas/midas_net.py | '''
* Copyright (c) 2023 Salesforce, Inc.
* All rights reserved.
* SPDX-License-Identifier: Apache License 2.0
* For full license text, see LICENSE.txt file in the repo root or http://www.apache.org/licenses/
* By Can Qin
* Modified from ControlNet repo: https://github.com/lllyasviel/ControlNet
* Copyright (c) 2... | 3,071 | 34.310345 | 130 | py |
UniControl | UniControl-main/ldm/modules/midas/midas/vit.py | '''
* Copyright (c) 2023 Salesforce, Inc.
* All rights reserved.
* SPDX-License-Identifier: Apache License 2.0
* For full license text, see LICENSE.txt file in the repo root or http://www.apache.org/licenses/
* By Can Qin
* Modified from ControlNet repo: https://github.com/lllyasviel/ControlNet
* Copyright (c) 2... | 14,987 | 28.856574 | 98 | py |
UniControl | UniControl-main/ldm/modules/midas/midas/dpt_depth.py | '''
* Copyright (c) 2023 Salesforce, Inc.
* All rights reserved.
* SPDX-License-Identifier: Apache License 2.0
* For full license text, see LICENSE.txt file in the repo root or http://www.apache.org/licenses/
* By Can Qin
* Modified from ControlNet repo: https://github.com/lllyasviel/ControlNet
* Copyright (c) 2... | 3,516 | 28.308333 | 98 | py |
UniControl | UniControl-main/ldm/modules/midas/midas/midas_net_custom.py | '''
* Copyright (c) 2023 Salesforce, Inc.
* All rights reserved.
* SPDX-License-Identifier: Apache License 2.0
* For full license text, see LICENSE.txt file in the repo root or http://www.apache.org/licenses/
* By Can Qin
* Modified from ControlNet repo: https://github.com/lllyasviel/ControlNet
* Copyright (c) 2... | 5,569 | 39.362319 | 168 | py |
UniControl | UniControl-main/ldm/modules/midas/midas/blocks.py | '''
* Copyright (c) 2023 Salesforce, Inc.
* All rights reserved.
* SPDX-License-Identifier: Apache License 2.0
* For full license text, see LICENSE.txt file in the repo root or http://www.apache.org/licenses/
* By Can Qin
* Modified from ControlNet repo: https://github.com/lllyasviel/ControlNet
* Copyright (c) 2... | 9,604 | 26.209632 | 150 | py |
UniControl | UniControl-main/ldm/modules/distributions/distributions.py | '''
* Copyright (c) 2023 Salesforce, Inc.
* All rights reserved.
* SPDX-License-Identifier: Apache License 2.0
* For full license text, see LICENSE.txt file in the repo root or http://www.apache.org/licenses/
* By Can Qin
* Modified from ControlNet repo: https://github.com/lllyasviel/ControlNet
* Copyright (c) 2... | 3,332 | 31.359223 | 131 | py |
UniControl | UniControl-main/ldm/modules/image_degradation/bsrgan.py | '''
* Copyright (c) 2023 Salesforce, Inc.
* All rights reserved.
* SPDX-License-Identifier: Apache License 2.0
* For full license text, see LICENSE.txt file in the repo root or http://www.apache.org/licenses/
* By Can Qin
* Modified from ControlNet repo: https://github.com/lllyasviel/ControlNet
* Copyright (c) 2... | 25,560 | 33.495277 | 147 | py |
UniControl | UniControl-main/ldm/modules/image_degradation/bsrgan_light.py | '''
* Copyright (c) 2023 Salesforce, Inc.
* All rights reserved.
* SPDX-License-Identifier: Apache License 2.0
* For full license text, see LICENSE.txt file in the repo root or http://www.apache.org/licenses/
* By Can Qin
* Modified from ControlNet repo: https://github.com/lllyasviel/ControlNet
* Copyright (c) 2... | 22,703 | 33.296073 | 147 | py |
UniControl | UniControl-main/ldm/modules/image_degradation/utils_image.py | '''
* Copyright (c) 2023 Salesforce, Inc.
* All rights reserved.
* SPDX-License-Identifier: Apache License 2.0
* For full license text, see LICENSE.txt file in the repo root or http://www.apache.org/licenses/
* By Can Qin
* Modified from ControlNet repo: https://github.com/lllyasviel/ControlNet
* Copyright (c) 2... | 29,384 | 30.733261 | 107 | py |
UniControl | UniControl-main/ldm/modules/encoders/modules.py | '''
* Copyright (c) 2023 Salesforce, Inc.
* All rights reserved.
* SPDX-License-Identifier: Apache License 2.0
* For full license text, see LICENSE.txt file in the repo root or http://www.apache.org/licenses/
* By Can Qin
* Modified from ControlNet repo: https://github.com/lllyasviel/ControlNet
* Copyright (c) 2... | 7,973 | 34.598214 | 153 | py |
UniControl | UniControl-main/ldm/modules/diffusionmodules/upscaling.py | '''
* Copyright (c) 2023 Salesforce, Inc.
* All rights reserved.
* SPDX-License-Identifier: Apache License 2.0
* For full license text, see LICENSE.txt file in the repo root or http://www.apache.org/licenses/
* By Can Qin
* Modified from ControlNet repo: https://github.com/lllyasviel/ControlNet
* Copyright (c) 2... | 3,786 | 40.163043 | 110 | py |
UniControl | UniControl-main/ldm/modules/diffusionmodules/model.py | '''
* Copyright (c) 2023 Salesforce, Inc.
* All rights reserved.
* SPDX-License-Identifier: Apache License 2.0
* For full license text, see LICENSE.txt file in the repo root or http://www.apache.org/licenses/
* By Can Qin
* Modified from ControlNet repo: https://github.com/lllyasviel/ControlNet
* Copyright (c) 2... | 34,746 | 39.263036 | 138 | py |
UniControl | UniControl-main/ldm/modules/diffusionmodules/openaimodel.py | '''
* Copyright (c) 2023 Salesforce, Inc.
* All rights reserved.
* SPDX-License-Identifier: Apache License 2.0
* For full license text, see LICENSE.txt file in the repo root or http://www.apache.org/licenses/
* By Can Qin
* Modified from ControlNet repo: https://github.com/lllyasviel/ControlNet
* Copyright (c) 2... | 30,726 | 37.553325 | 143 | py |
UniControl | UniControl-main/ldm/modules/diffusionmodules/util.py | '''
* Copyright (c) 2023 Salesforce, Inc.
* All rights reserved.
* SPDX-License-Identifier: Apache License 2.0
* For full license text, see LICENSE.txt file in the repo root or http://www.apache.org/licenses/
* By Can Qin
* Modified from ControlNet repo: https://github.com/lllyasviel/ControlNet
* Copyright (c) 2... | 10,230 | 35.539286 | 164 | py |
UniControl | UniControl-main/ldm/models/autoencoder.py | '''
* Copyright (c) 2023 Salesforce, Inc.
* All rights reserved.
* SPDX-License-Identifier: Apache License 2.0
* For full license text, see LICENSE.txt file in the repo root or http://www.apache.org/licenses/
* By Can Qin
* Modified from ControlNet repo: https://github.com/lllyasviel/ControlNet
* Copyright (c) 2... | 8,922 | 37.795652 | 116 | py |
UniControl | UniControl-main/ldm/models/diffusion/ddim_multi.py | '''
* Copyright (c) 2023 Salesforce, Inc.
* All rights reserved.
* SPDX-License-Identifier: Apache License 2.0
* For full license text, see LICENSE.txt file in the repo root or http://www.apache.org/licenses/
* By Can Qin
* Modified from ControlNet repo: https://github.com/lllyasviel/ControlNet
* Copyright (c) 2... | 17,819 | 49.769231 | 136 | py |
UniControl | UniControl-main/ldm/models/diffusion/ddpm_multi.py | '''
* Copyright (c) 2023 Salesforce, Inc.
* All rights reserved.
* SPDX-License-Identifier: Apache License 2.0
* For full license text, see LICENSE.txt file in the repo root or http://www.apache.org/licenses/
* By Can Qin
* Modified from ControlNet repo: https://github.com/lllyasviel/ControlNet
* Copyright (c) 2... | 85,160 | 46.024296 | 162 | py |
UniControl | UniControl-main/ldm/models/diffusion/ddim.py | '''
* Copyright (c) 2023 Salesforce, Inc.
* All rights reserved.
* SPDX-License-Identifier: Apache License 2.0
* For full license text, see LICENSE.txt file in the repo root or http://www.apache.org/licenses/
* By Can Qin
* Modified from ControlNet repo: https://github.com/lllyasviel/ControlNet
* Copyright (c) 2... | 17,674 | 50.083815 | 136 | py |
UniControl | UniControl-main/ldm/models/diffusion/ddpm.py | '''
* Copyright (c) 2023 Salesforce, Inc.
* All rights reserved.
* SPDX-License-Identifier: Apache License 2.0
* For full license text, see LICENSE.txt file in the repo root or http://www.apache.org/licenses/
* By Can Qin
* Modified from ControlNet repo: https://github.com/lllyasviel/ControlNet
* Copyright (c) 2... | 85,021 | 46.025442 | 162 | py |
UniControl | UniControl-main/ldm/models/diffusion/plms.py | '''
* Copyright (c) 2023 Salesforce, Inc.
* All rights reserved.
* SPDX-License-Identifier: Apache License 2.0
* For full license text, see LICENSE.txt file in the repo root or http://www.apache.org/licenses/
* By Can Qin
* Modified from ControlNet repo: https://github.com/lllyasviel/ControlNet
* Copyright (c) 2... | 13,289 | 51.117647 | 131 | py |
UniControl | UniControl-main/ldm/models/diffusion/sampling_util.py | '''
* Copyright (c) 2023 Salesforce, Inc.
* All rights reserved.
* SPDX-License-Identifier: Apache License 2.0
* For full license text, see LICENSE.txt file in the repo root or http://www.apache.org/licenses/
* By Can Qin
* Modified from ControlNet repo: https://github.com/lllyasviel/ControlNet
* Copyright (c) 2... | 1,115 | 33.875 | 100 | py |
UniControl | UniControl-main/ldm/models/diffusion/dpm_solver/dpm_solver.py | '''
* Copyright (c) 2023 Salesforce, Inc.
* All rights reserved.
* SPDX-License-Identifier: Apache License 2.0
* For full license text, see LICENSE.txt file in the repo root or http://www.apache.org/licenses/
* By Can Qin
* Modified from ControlNet repo: https://github.com/lllyasviel/ControlNet
* Copyright (c) 2... | 66,330 | 55.985395 | 308 | py |
UniControl | UniControl-main/ldm/models/diffusion/dpm_solver/sampler.py | '''
* Copyright (c) 2023 Salesforce, Inc.
* All rights reserved.
* SPDX-License-Identifier: Apache License 2.0
* For full license text, see LICENSE.txt file in the repo root or http://www.apache.org/licenses/
* By Can Qin
* Modified from ControlNet repo: https://github.com/lllyasviel/ControlNet
* Copyright (c) 2... | 3,352 | 33.56701 | 122 | py |
UniControl | UniControl-main/ldm/data/util.py | '''
* Copyright (c) 2023 Salesforce, Inc.
* All rights reserved.
* SPDX-License-Identifier: Apache License 2.0
* For full license text, see LICENSE.txt file in the repo root or http://www.apache.org/licenses/
* By Can Qin
* Modified from ControlNet repo: https://github.com/lllyasviel/ControlNet
* Copyright (c) 2... | 991 | 28.176471 | 98 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/setup.py | #!/usr/bin/env python
# Copyright (c) Facebook, Inc. and its affiliates.
import glob
import os
import shutil
from os import path
from setuptools import find_packages, setup
from typing import List
import torch
from torch.utils.cpp_extension import CUDA_HOME, CppExtension, CUDAExtension
from torch.utils.hipify import h... | 8,606 | 34.130612 | 97 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/tools/benchmark.py | #!/usr/bin/env python
# Copyright (c) Facebook, Inc. and its affiliates.
"""
A script to benchmark builtin models.
Note: this script has an extra dependency of psutil.
"""
import itertools
import logging
import psutil
import torch
import tqdm
from fvcore.common.timer import Timer
from torch.nn.parallel import Distrib... | 5,318 | 29.568966 | 95 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/tools/visualize_data.py | #!/usr/bin/env python
# Copyright (c) Facebook, Inc. and its affiliates.
import argparse
import os
from itertools import chain
import cv2
import tqdm
from detectron2.config import get_cfg
from detectron2.data import DatasetCatalog, MetadataCatalog, build_detection_train_loader
from detectron2.data import detection_uti... | 3,565 | 36.536842 | 94 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/tools/plain_train_net.py | #!/usr/bin/env python
# Copyright (c) Facebook, Inc. and its affiliates.
"""
Detectron2 training script with a plain training loop.
This script reads a given config file and runs the training or evaluation.
It is an entry point that is able to train standard models in detectron2.
In order to let one script support tr... | 8,200 | 35.611607 | 99 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/tools/convert-torchvision-to-d2.py | #!/usr/bin/env python
# Copyright (c) Facebook, Inc. and its affiliates.
import pickle as pkl
import sys
import torch
"""
Usage:
# download one of the ResNet{18,34,50,101,152} models from torchvision:
wget https://download.pytorch.org/models/resnet50-19c8e357.pth -O r50.pth
# run the conversion
./convert-torc... | 1,608 | 27.22807 | 87 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/tools/train_net.py | #!/usr/bin/env python
# Copyright (c) Facebook, Inc. and its affiliates.
"""
Detection Training Script.
This scripts reads a given config file and runs the training or evaluation.
It is an entry point that is made to train standard models in detectron2.
In order to let one script support training of many models,
this... | 6,454 | 36.312139 | 109 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/tools/deploy/export_model.py | #!/usr/bin/env python
# Copyright (c) Facebook, Inc. and its affiliates.
import argparse
import os
from typing import Dict, List, Tuple
import onnx
import torch
from torch import Tensor, nn
from detectron2.checkpoint import DetectionCheckpointer
from detectron2.config import get_cfg
from detectron2.data import build_d... | 8,298 | 37.6 | 97 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/model_zoo/model_zoo.py | # Copyright (c) Facebook, Inc. and its affiliates.
import os
from typing import Optional
import pkg_resources
import torch
from detectron2.checkpoint import DetectionCheckpointer
from detectron2.config import get_cfg
from detectron2.modeling import build_model
class _ModelZooUrls(object):
"""
Mapping from na... | 9,182 | 52.080925 | 118 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/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,
)
logger = logging.getLog... | 8,648 | 35.188285 | 100 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/solver/build.py | # Copyright (c) Facebook, Inc. and its affiliates.
import copy
import itertools
import logging
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, MultiStepParamScheduler
from detectron2.co... | 9,424 | 36.252964 | 92 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/evaluation/lvis_evaluation.py | # Copyright (c) Facebook, Inc. and its affiliates.
import copy
import itertools
import json
import logging
import os
import pickle
from collections import OrderedDict
import torch
import detectron2.utils.comm as comm
from detectron2.config import CfgNode
from detectron2.data import MetadataCatalog
from detectron2.stru... | 14,230 | 38.640669 | 150 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/evaluation/cityscapes_evaluation.py | # Copyright (c) Facebook, Inc. and its affiliates.
import glob
import logging
import numpy as np
import os
import tempfile
from collections import OrderedDict
import torch
from PIL import Image
from detectron2.data import MetadataCatalog
from detectron2.utils import comm
from detectron2.utils.file_io import PathManage... | 8,214 | 41.128205 | 139 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/evaluation/evaluator.py | # Copyright (c) Facebook, Inc. and its affiliates.
import datetime
import logging
import time
from collections import OrderedDict
from contextlib import ExitStack, contextmanager
import torch
from torch import nn
from detectron2.utils.comm import get_world_size, is_main_process
from detectron2.utils.logger import log_... | 7,130 | 34.128079 | 98 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/evaluation/sem_seg_evaluation.py | # Copyright (c) Facebook, Inc. and its affiliates.
import itertools
import json
import logging
import numpy as np
import os
from collections import OrderedDict
import PIL.Image as Image
import pycocotools.mask as mask_util
import torch
from detectron2.data import DatasetCatalog, MetadataCatalog
from detectron2.utils.c... | 7,638 | 40.291892 | 100 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/evaluation/pascal_voc_evaluation.py | # -*- coding: utf-8 -*-
# Copyright (c) Facebook, Inc. and its affiliates.
import logging
import numpy as np
import os
import tempfile
import xml.etree.ElementTree as ET
from collections import OrderedDict, defaultdict
from functools import lru_cache
import torch
from detectron2.data import MetadataCatalog
from detec... | 10,862 | 35.089701 | 99 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/evaluation/rotated_coco_evaluation.py | # Copyright (c) Facebook, Inc. and its affiliates.
import itertools
import json
import numpy as np
import os
import torch
from pycocotools.cocoeval import COCOeval, maskUtils
from detectron2.structures import BoxMode, RotatedBoxes, pairwise_iou_rotated
from detectron2.utils.file_io import PathManager
from .coco_evalu... | 7,608 | 35.581731 | 94 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/evaluation/coco_evaluation.py | # Copyright (c) Facebook, Inc. and its affiliates.
import contextlib
import copy
import io
import itertools
import json
import logging
import numpy as np
import os
import pickle
from collections import OrderedDict
import pycocotools.mask as mask_util
import torch
from pycocotools.coco import COCO
from pycocotools.cocoe... | 23,863 | 40.144828 | 168 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/checkpoint/c2_model_loading.py | # Copyright (c) Facebook, Inc. and its affiliates.
import copy
import logging
import re
from typing import Dict, List
import torch
from tabulate import tabulate
def convert_basic_c2_names(original_keys):
"""
Apply some basic name conversion to names in C2 weights.
It only deals with typical backbone model... | 17,770 | 42.556373 | 99 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/checkpoint/detection_checkpoint.py | # Copyright (c) Facebook, Inc. and its affiliates.
import pickle
from fvcore.common.checkpoint import Checkpointer
import detectron2.utils.comm as comm
from detectron2.utils.file_io import PathManager
from .c2_model_loading import align_and_update_state_dicts
class DetectionCheckpointer(Checkpointer):
"""
S... | 2,927 | 40.239437 | 91 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/layers/nms.py | # -*- coding: utf-8 -*-
# Copyright (c) Facebook, Inc. and its affiliates.
from typing import List
import torch
from torchvision.ops import boxes as box_ops
from torchvision.ops import nms # BC-compat
from detectron2.utils.env import TORCH_VERSION
if TORCH_VERSION < (1, 7):
from detectron2 import _C
nms_ro... | 6,980 | 42.90566 | 98 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/layers/batch_norm.py | # Copyright (c) Facebook, Inc. and its affiliates.
import logging
import torch
import torch.distributed as dist
from fvcore.nn.distributed import differentiable_all_reduce
from torch import nn
from torch.nn import functional as F
from detectron2.utils import comm, env
from .wrappers import BatchNorm2d
class FrozenB... | 9,692 | 40.780172 | 99 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/layers/deform_conv.py | # Copyright (c) Facebook, Inc. and its affiliates.
import math
from functools import lru_cache
import torch
from torch import nn
from torch.autograd import Function
from torch.autograd.function import once_differentiable
from torch.nn.modules.utils import _pair
from torchvision.ops import deform_conv2d
from detectron2... | 16,324 | 31.51992 | 99 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/layers/aspp.py | # Copyright (c) Facebook, Inc. and its affiliates.
from copy import deepcopy
import fvcore.nn.weight_init as weight_init
import torch
from torch import nn
from torch.nn import functional as F
from .batch_norm import get_norm
from .blocks import DepthwiseSeparableConv2d
from .wrappers import Conv2d
class ASPP(nn.Mod... | 5,764 | 38.758621 | 137 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/layers/roi_align.py | # Copyright (c) Facebook, Inc. and its affiliates.
from torch import nn
from torchvision.ops import roi_align
# NOTE: torchvision's RoIAlign has a different default aligned=False
class ROIAlign(nn.Module):
def __init__(self, output_size, spatial_scale, sampling_ratio, aligned=True):
"""
Args:
... | 3,028 | 40.493151 | 95 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/layers/shape_spec.py | # -*- coding: utf-8 -*-
# Copyright (c) Facebook, Inc. and its affiliates.
from collections import namedtuple
class ShapeSpec(namedtuple("_ShapeSpec", ["channels", "height", "width", "stride"])):
"""
A simple structure that contains basic shape specification about a tensor.
It is often used as the auxilia... | 661 | 30.52381 | 85 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/layers/wrappers.py | # Copyright (c) Facebook, Inc. and its affiliates.
"""
Wrappers around on some nn functions, mainly to support empty tensors.
Ideally, add support directly in PyTorch to empty tensors in those functions.
These can be removed once https://github.com/pytorch/pytorch/issues/12013
is implemented
"""
from typing import L... | 3,593 | 31.378378 | 97 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/layers/mask_ops.py | # Copyright (c) Facebook, Inc. and its affiliates.
import numpy as np
from typing import Tuple
import torch
from PIL import Image
from torch.nn import functional as F
from detectron2.structures import Boxes
__all__ = ["paste_masks_in_image"]
BYTES_PER_FLOAT = 4
# TODO: This memory limit may be too much or too littl... | 10,307 | 38.494253 | 97 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/layers/roi_align_rotated.py | # Copyright (c) Facebook, Inc. and its affiliates.
import torch
from torch import nn
from torch.autograd import Function
from torch.autograd.function import once_differentiable
from torch.nn.modules.utils import _pair
from detectron2 import _C
class _ROIAlignRotated(Function):
@staticmethod
def forward(ctx, ... | 3,293 | 34.042553 | 90 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/layers/blocks.py | # -*- coding: utf-8 -*-
# Copyright (c) Facebook, Inc. and its affiliates.
import fvcore.nn.weight_init as weight_init
from torch import nn
from .batch_norm import FrozenBatchNorm2d, get_norm
from .wrappers import Conv2d
"""
CNN building blocks.
"""
class CNNBlockBase(nn.Module):
"""
A CNN block is assume... | 3,024 | 26.008929 | 82 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/export/torchscript_patch.py | # Copyright (c) Facebook, Inc. and its affiliates.
import os
import sys
import tempfile
from contextlib import ExitStack, contextmanager
from copy import deepcopy
from unittest import mock
import torch
from torch import nn
# need some explicit imports due to https://github.com/pytorch/pytorch/issues/38964
import dete... | 10,523 | 26.84127 | 97 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/export/caffe2_export.py | # Copyright (c) Facebook, Inc. and its affiliates.
import copy
import io
import logging
import numpy as np
from typing import List
import onnx
import torch
from caffe2.proto import caffe2_pb2
from caffe2.python import core
from caffe2.python.onnx.backend import Caffe2Backend
from tabulate import tabulate
from termcolo... | 7,803 | 36.519231 | 100 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/export/torchscript.py | # Copyright (c) Facebook, Inc. and its affiliates.
import os
import torch
from detectron2.utils.env import TORCH_VERSION
from detectron2.utils.file_io import PathManager
from .torchscript_patch import freeze_training_mode, patch_instances
__all__ = ["scripting_with_instances", "dump_torchscript_IR"]
def scripting... | 4,829 | 36.734375 | 98 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/export/caffe2_modeling.py | # Copyright (c) Facebook, Inc. and its affiliates.
import functools
import io
import struct
import types
import torch
from detectron2.modeling import meta_arch
from detectron2.modeling.box_regression import Box2BoxTransform
from detectron2.modeling.meta_arch.panoptic_fpn import combine_semantic_and_instance_outputs
f... | 20,947 | 40.563492 | 100 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/export/c10.py | # Copyright (c) Facebook, Inc. and its affiliates.
import math
import torch
import torch.nn.functional as F
from detectron2.layers import cat
from detectron2.layers.roi_align_rotated import ROIAlignRotated
from detectron2.modeling import poolers
from detectron2.modeling.proposal_generator import rpn
from detectron2.m... | 20,880 | 38.547348 | 100 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/export/flatten.py | import collections
from dataclasses import dataclass
from typing import Callable, List, Optional, Tuple
import torch
from torch import nn
from detectron2.structures import Boxes, Instances
from detectron2.utils.registry import _convert_target_to_string, locate
from .torchscript_patch import patch_builtin_len
@datac... | 11,622 | 34.435976 | 98 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/export/api.py | # Copyright (c) Facebook, Inc. and its affiliates.
import copy
import logging
import os
import torch
from caffe2.proto import caffe2_pb2
from torch import nn
from detectron2.config import CfgNode
from detectron2.utils.file_io import PathManager
from .caffe2_inference import ProtobufDetectionModel
from .caffe2_modelin... | 10,497 | 37.313869 | 98 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/export/shared.py | # Copyright (c) Facebook, Inc. and its affiliates.
import collections
import contextlib
import copy
import functools
import logging
import numpy as np
import os
from typing import Any, Callable, Dict, List, Optional, Tuple, Union
from unittest import mock
import caffe2.python.utils as putils
import torch
import torch.... | 38,077 | 35.790338 | 99 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/export/caffe2_patch.py | # Copyright (c) Facebook, Inc. and its affiliates.
import contextlib
from unittest import mock
import torch
from detectron2.modeling import poolers
from detectron2.modeling.proposal_generator import rpn
from detectron2.modeling.roi_heads import keypoint_head, mask_head
from detectron2.modeling.roi_heads.fast_rcnn imp... | 5,033 | 31.901961 | 100 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/export/__init__.py | # -*- coding: utf-8 -*-
from .api import *
from .flatten import TracingAdapter
from .torchscript import scripting_with_instances, dump_torchscript_IR
__all__ = [k for k in globals().keys() if not k.startswith("_")]
| 217 | 26.25 | 70 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/export/caffe2_inference.py | # Copyright (c) Facebook, Inc. and its affiliates.
import logging
import numpy as np
from itertools import count
import torch
from caffe2.proto import caffe2_pb2
from caffe2.python import core
from .caffe2_modeling import META_ARCH_CAFFE2_EXPORT_TYPE_MAP, convert_batched_inputs_to_c2_format
from .shared import Scoped... | 6,674 | 40.203704 | 98 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/augmentations/scale_aware_aug.py | import copy
import torch
import torchvision
from detectron2.augmentations.image_level_augs.img_level_augs import Img_augs
from detectron2.augmentations.box_level_augs.box_level_augs import Box_augs
from detectron2.augmentations.box_level_augs.color_augs import color_aug_func
from detectron2.augmentations.box_level_augs... | 3,021 | 46.21875 | 185 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/augmentations/vis.py | import copy
import torch
import torchvision
def _vis(tensor, boxes, iteration=0, prex=''):
a = torch.clone(tensor)
width = 3
for box in boxes:
y1, x1, y2, x2 = int(box[0]), int(box[1]), int(box[2]), int(box[3])
patch = copy.deepcopy(a[:,x1+width:x2-width, y1+width:y2-width])
a... | 611 | 33 | 106 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/augmentations/image_level_augs/zoom_out.py | import copy
import math
import torch
import random
import numpy as np
from detectron2.structures.boxes import Boxes
from detectron2.structures.masks import PolygonMasks
from detectron2.augmentations.image_level_augs.scale_jitter import scale_jitter
from detectron2.augmentations.vis import _vis
class Zoom_out(object):... | 4,213 | 42.443299 | 179 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/augmentations/image_level_augs/scale_jitter.py | import copy
import torch
from detectron2.structures.boxes import Boxes
from detectron2.structures.masks import PolygonMasks
def scale_jitter(tensor, target, jitter_factor, jitter_size=None, mask=None):
if jitter_size is None:
_, h, w = tensor.shape
new_h, new_w = int(h * jitter_factor), int(w * ji... | 2,111 | 34.79661 | 117 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/augmentations/image_level_augs/zoom_in.py | import copy
import torch
import numpy as np
from detectron2.structures.masks import PolygonMasks
from detectron2.augmentations.image_level_augs.scale_jitter import scale_jitter, _crop_boxes
class Zoom_in(object):
def __init__(self, ratio=1.0, iou_threshold=0.5):
self.ratio = ratio
self.iou_thresho... | 2,628 | 39.446154 | 141 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/augmentations/box_level_augs/gaussian_maps.py | import math
import torch
def _gaussian_map(img, boxes, scale_splits=None, scale_ratios=None):
g_maps = torch.zeros(*img.shape[1:]).to(img.device)
height, width = img.shape[1], img.shape[2]
x_range = torch.arange(0, height, 1).to(img.device)
y_range = torch.arange(0, width, 1).to(img.device)
xx, y... | 1,968 | 40.020833 | 111 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/augmentations/box_level_augs/geometric_augs.py | import copy
import random
import torch
import torchvision.transforms as transforms
import numpy as np
from detectron2.augmentations.box_level_augs.gaussian_maps import _gaussian_map
from detectron2.structures.boxes import Boxes
from detectron2.structures.masks import PolygonMasks
_MAX_LEVEL = 10.0
pixel_mean = [103.53... | 5,765 | 46.652893 | 216 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/augmentations/box_level_augs/box_level_augs.py | import torch
import random
import numpy as np
from detectron2.augmentations.box_level_augs.color_augs import color_aug_func
from detectron2.augmentations.box_level_augs.geometric_augs import geometric_aug_func
pixel_mean = [103.530, 116.280, 123.675]
def _box_sample_prob(bbox, scale_ratios_splits, box_prob=0.3):
... | 2,845 | 40.246377 | 244 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/augmentations/box_level_augs/color_augs.py | import random
import torch
import torch.nn.functional as F
from detectron2.augmentations.box_level_augs.gaussian_maps import _merge_gaussian
_MAX_LEVEL = 10.0
def blend(image1, image2, factor):
"""Blend image1 and image2 using 'factor'.
Factor can be above 0.0. A value of 0.0 means only image1 is used.
... | 8,150 | 37.814286 | 203 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/engine/hooks.py | # -*- coding: utf-8 -*-
# Copyright (c) Facebook, Inc. and its affiliates.
import datetime
import itertools
import logging
import os
import tempfile
import time
from collections import Counter
import torch
from fvcore.common.checkpoint import PeriodicCheckpointer as _PeriodicCheckpointer
from fvcore.common.param_sched... | 16,265 | 35.066519 | 100 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/engine/launch.py | # Copyright (c) Facebook, Inc. and its affiliates.
import logging
from datetime import timedelta
import torch
import torch.distributed as dist
import torch.multiprocessing as mp
from detectron2.utils import comm
__all__ = ["DEFAULT_TIMEOUT", "launch"]
DEFAULT_TIMEOUT = timedelta(minutes=30)
def _find_free_port():
... | 4,088 | 31.452381 | 95 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/engine/defaults.py | # -*- coding: utf-8 -*-
# Copyright (c) Facebook, Inc. and its affiliates.
"""
This file contains components with some default boilerplate logic user may need
in training / testing. They will not work for everyone, but many users may find them useful.
The behavior of functions/classes in this file is subject to chang... | 24,859 | 37.187404 | 100 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/engine/train_loop.py | # -*- coding: utf-8 -*-
# Copyright (c) Facebook, Inc. and its affiliates.
import logging
import numpy as np
import time
import weakref
from typing import Dict, List, Optional
import torch
from torch.nn.parallel import DataParallel, DistributedDataParallel
import detectron2.utils.comm as comm
from detectron2.utils.ev... | 11,718 | 32.869942 | 96 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/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 typing import Optional
import torch
from fvcore.common.history_buffer import HistoryBuffer
from detectron2.utils.file_io imp... | 17,024 | 33.958932 | 99 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/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:
... | 2,583 | 29.4 | 95 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/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 logging
import numpy as np
import pickle
import torch
import torch.distributed as dist
_LOCAL_PROCESS_GROUP = None
"""
A torch p... | 7,730 | 28.284091 | 100 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/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... | 1,173 | 26.302326 | 96 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/utils/testing.py | # Copyright (c) Facebook, Inc. and its affiliates.
import io
import numpy as np
import torch
from detectron2 import model_zoo
from detectron2.data import DatasetCatalog
from detectron2.data.detection_utils import read_image
from detectron2.modeling import build_model
from detectron2.structures import Boxes, Instances
... | 4,500 | 32.842105 | 91 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/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... | 7,807 | 31.806723 | 94 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/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:
... | 6,817 | 32.920398 | 96 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/utils/analysis.py | # Copyright (c) Facebook, Inc. and its affiliates.
# -*- coding: utf-8 -*-
import typing
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_count_operators",
"flop_c... | 5,089 | 32.267974 | 96 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/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... | 49,308 | 39.417213 | 100 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/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... | 5,644 | 32.011696 | 109 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/data/dataset_mapper.py | # Copyright (c) Facebook, Inc. and its affiliates.
import copy
import logging
import numpy as np
from typing import List, Optional, Union
import torch
from detectron2.config import configurable
from . import detection_utils as utils
from . import transforms as T
from detectron2.augmentations.scale_aware_aug import SA... | 8,419 | 41.959184 | 100 | py |
SA-AutoAug | SA-AutoAug-master/detectron2/detectron2/data/detection_utils.py | # -*- coding: utf-8 -*-
# Copyright (c) Facebook, Inc. and its affiliates.
"""
Common data processing utilities that are used in a
typical object detection data pipeline.
"""
import logging
import numpy as np
import pycocotools.mask as mask_util
import torch
from PIL import Image
from detectron2.structures import (
... | 21,249 | 34.299003 | 105 | py |
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