repo stringclasses 454
values | file_path stringlengths 5 201 | extension stringclasses 1
value | content stringlengths 8 509k | num_lines int64 3 16.9k | size_bytes int64 8 511k |
|---|---|---|---|---|---|
insightface | reconstruction/ostec/external/stylegan2/pretrained_networks.py | .py | # Copyright (c) 2019, NVIDIA Corporation. All rights reserved.
#
# This work is made available under the Nvidia Source Code License-NC.
# To view a copy of this license, visit
# https://nvlabs.github.io/stylegan2/license.html
"""List of pre-trained StyleGAN2 networks located on Google Drive."""
import pickle
import e... | 81 | 7,746 |
insightface | reconstruction/ostec/external/stylegan2/run_training.py | .py | # Copyright (c) 2019, NVIDIA Corporation. All rights reserved.
#
# This work is made available under the Nvidia Source Code License-NC.
# To view a copy of this license, visit
# https://nvlabs.github.io/stylegan2/license.html
import argparse
import copy
import os
import sys
import dnnlib
from dnnlib import EasyDict
... | 196 | 8,473 |
insightface | reconstruction/ostec/external/stylegan2/run_generator.py | .py | # Copyright (c) 2019, NVIDIA Corporation. All rights reserved.
#
# This work is made available under the Nvidia Source Code License-NC.
# To view a copy of this license, visit
# https://nvlabs.github.io/stylegan2/license.html
import argparse
import numpy as np
import PIL.Image
import dnnlib
import dnnlib.tflib as tfli... | 174 | 8,399 |
insightface | reconstruction/ostec/external/stylegan2/dataset_tool.py | .py | # Copyright (c) 2019, NVIDIA Corporation. All rights reserved.
#
# This work is made available under the Nvidia Source Code License-NC.
# To view a copy of this license, visit
# https://nvlabs.github.io/stylegan2/license.html
"""Tool for creating multi-resolution TFRecords datasets."""
# pylint: disable=too-many-line... | 645 | 30,282 |
insightface | reconstruction/ostec/external/stylegan2/run_projector.py | .py | # Copyright (c) 2019, NVIDIA Corporation. All rights reserved.
#
# This work is made available under the Nvidia Source Code License-NC.
# To view a copy of this license, visit
# https://nvlabs.github.io/stylegan2/license.html
import argparse
import numpy as np
import dnnlib
import dnnlib.tflib as tflib
import re
impor... | 149 | 6,959 |
insightface | reconstruction/ostec/external/stylegan2/run_metrics.py | .py | # Copyright (c) 2019, NVIDIA Corporation. All rights reserved.
#
# This work is made available under the Nvidia Source Code License-NC.
# To view a copy of this license, visit
# https://nvlabs.github.io/stylegan2/license.html
import argparse
import os
import sys
import dnnlib
import dnnlib.tflib as tflib
import pret... | 87 | 3,447 |
insightface | reconstruction/ostec/external/stylegan2/metrics/precision_recall.py | .py | # Copyright (c) 2019, NVIDIA Corporation. All rights reserved.
#
# This work is made available under the Nvidia Source Code License-NC.
# To view a copy of this license, visit
# https://nvlabs.github.io/stylegan2/license.html
"""Precision/Recall (PR)."""
import os
import numpy as np
import tensorflow as tf
import dnn... | 225 | 11,445 |
insightface | reconstruction/ostec/external/stylegan2/metrics/linear_separability.py | .py | # Copyright (c) 2019, NVIDIA Corporation. All rights reserved.
#
# This work is made available under the Nvidia Source Code License-NC.
# To view a copy of this license, visit
# https://nvlabs.github.io/stylegan2/license.html
"""Linear Separability (LS)."""
from collections import defaultdict
import numpy as np
impor... | 179 | 10,298 |
insightface | reconstruction/ostec/external/stylegan2/metrics/metric_base.py | .py | # Copyright (c) 2019, NVIDIA Corporation. All rights reserved.
#
# This work is made available under the Nvidia Source Code License-NC.
# To view a copy of this license, visit
# https://nvlabs.github.io/stylegan2/license.html
"""Common definitions for GAN metrics."""
import os
import time
import hashlib
import numpy ... | 169 | 7,055 |
insightface | reconstruction/ostec/external/stylegan2/metrics/metric_defaults.py | .py | # Copyright (c) 2019, NVIDIA Corporation. All rights reserved.
#
# This work is made available under the Nvidia Source Code License-NC.
# To view a copy of this license, visit
# https://nvlabs.github.io/stylegan2/license.html
"""Default metric definitions."""
from dnnlib import EasyDict
#----------------------------... | 26 | 2,311 |
insightface | reconstruction/ostec/external/stylegan2/metrics/inception_score.py | .py | # Copyright (c) 2019, NVIDIA Corporation. All rights reserved.
#
# This work is made available under the Nvidia Source Code License-NC.
# To view a copy of this license, visit
# https://nvlabs.github.io/stylegan2/license.html
"""Inception Score (IS)."""
import numpy as np
import tensorflow as tf
import dnnlib.tflib a... | 59 | 2,595 |
insightface | reconstruction/ostec/external/stylegan2/metrics/frechet_inception_distance.py | .py | # Copyright (c) 2019, NVIDIA Corporation. All rights reserved.
#
# This work is made available under the Nvidia Source Code License-NC.
# To view a copy of this license, visit
# https://nvlabs.github.io/stylegan2/license.html
"""Frechet Inception Distance (FID)."""
import os
import numpy as np
import scipy
import ten... | 74 | 3,338 |
insightface | reconstruction/ostec/external/stylegan2/metrics/perceptual_path_length.py | .py | # Copyright (c) 2019, NVIDIA Corporation. All rights reserved.
#
# This work is made available under the Nvidia Source Code License-NC.
# To view a copy of this license, visit
# https://nvlabs.github.io/stylegan2/license.html
"""Perceptual Path Length (PPL)."""
import numpy as np
import tensorflow as tf
import dnnlib... | 117 | 5,613 |
insightface | reconstruction/ostec/external/stylegan2/dnnlib/util.py | .py | # Copyright (c) 2019, NVIDIA Corporation. All rights reserved.
#
# This work is made available under the Nvidia Source Code License-NC.
# To view a copy of this license, visit
# https://nvlabs.github.io/stylegan2/license.html
"""Miscellaneous utility classes and functions."""
import ctypes
import fnmatch
import impo... | 411 | 13,916 |
insightface | reconstruction/ostec/external/stylegan2/dnnlib/tflib/custom_ops.py | .py | # Copyright (c) 2019, NVIDIA Corporation. All rights reserved.
#
# This work is made available under the Nvidia Source Code License-NC.
# To view a copy of this license, visit
# https://nvlabs.github.io/stylegan2/license.html
"""TensorFlow custom ops builder.
"""
import os
import re
import uuid
import hashlib
import ... | 170 | 7,244 |
insightface | reconstruction/ostec/external/stylegan2/dnnlib/tflib/network.py | .py | # Copyright (c) 2019, NVIDIA Corporation. All rights reserved.
#
# This work is made available under the Nvidia Source Code License-NC.
# To view a copy of this license, visit
# https://nvlabs.github.io/stylegan2/license.html
"""Helper for managing networks."""
import types
import inspect
import re
import uuid
import... | 598 | 30,457 |
insightface | reconstruction/ostec/external/stylegan2/dnnlib/tflib/tfutil.py | .py | # Copyright (c) 2019, NVIDIA Corporation. All rights reserved.
#
# This work is made available under the Nvidia Source Code License-NC.
# To view a copy of this license, visit
# https://nvlabs.github.io/stylegan2/license.html
"""Miscellaneous helper utils for Tensorflow."""
import os
import numpy as np
import tensorf... | 255 | 9,735 |
insightface | reconstruction/ostec/external/stylegan2/dnnlib/tflib/autosummary.py | .py | # Copyright (c) 2019, NVIDIA Corporation. All rights reserved.
#
# This work is made available under the Nvidia Source Code License-NC.
# To view a copy of this license, visit
# https://nvlabs.github.io/stylegan2/license.html
"""Helper for adding automatically tracked values to Tensorboard.
Autosummary creates an ide... | 192 | 8,038 |
insightface | reconstruction/ostec/external/stylegan2/dnnlib/tflib/optimizer.py | .py | # Copyright (c) 2019, NVIDIA Corporation. All rights reserved.
#
# This work is made available under the Nvidia Source Code License-NC.
# To view a copy of this license, visit
# https://nvlabs.github.io/stylegan2/license.html
"""Helper wrapper for a Tensorflow optimizer."""
import numpy as np
import tensorflow as tf
... | 337 | 17,971 |
insightface | reconstruction/ostec/external/stylegan2/dnnlib/tflib/ops/upfirdn_2d.py | .py | # Copyright (c) 2019, NVIDIA Corporation. All rights reserved.
#
# This work is made available under the Nvidia Source Code License-NC.
# To view a copy of this license, visit
# https://nvlabs.github.io/stylegan2/license.html
"""Custom TensorFlow ops for efficient resampling of 2D images."""
import os
import numpy as... | 365 | 16,588 |
insightface | reconstruction/ostec/external/stylegan2/dnnlib/tflib/ops/fused_bias_act.py | .py | # Copyright (c) 2019, NVIDIA Corporation. All rights reserved.
#
# This work is made available under the Nvidia Source Code License-NC.
# To view a copy of this license, visit
# https://nvlabs.github.io/stylegan2/license.html
"""Custom TensorFlow ops for efficient bias and activation."""
import os
import numpy as np
... | 197 | 8,539 |
insightface | reconstruction/ostec/external/stylegan2/dnnlib/submission/submit.py | .py | # Copyright (c) 2019, NVIDIA Corporation. All rights reserved.
#
# This work is made available under the Nvidia Source Code License-NC.
# To view a copy of this license, visit
# https://nvlabs.github.io/stylegan2/license.html
"""Submit a function to be run either locally or in a computing cluster."""
import copy
impo... | 342 | 13,525 |
insightface | reconstruction/ostec/external/stylegan2/dnnlib/submission/run_context.py | .py | # Copyright (c) 2019, NVIDIA Corporation. All rights reserved.
#
# This work is made available under the Nvidia Source Code License-NC.
# To view a copy of this license, visit
# https://nvlabs.github.io/stylegan2/license.html
"""Helpers for managing the run/training loop."""
import datetime
import os
import pprint
im... | 110 | 4,233 |
insightface | reconstruction/ostec/external/stylegan2/dnnlib/submission/internal/local.py | .py | # Copyright (c) 2019, NVIDIA Corporation. All rights reserved.
#
# This work is made available under the Nvidia Source Code License-NC.
# To view a copy of this license, visit
# https://nvlabs.github.io/stylegan2/license.html
class TargetOptions():
def __init__(self):
self.do_not_copy_source_files = False
... | 23 | 769 |
insightface | reconstruction/ostec/external/stylegan2/training/misc.py | .py | # Copyright (c) 2019, NVIDIA Corporation. All rights reserved.
#
# This work is made available under the Nvidia Source Code License-NC.
# To view a copy of this license, visit
# https://nvlabs.github.io/stylegan2/license.html
"""Miscellaneous utility functions."""
import os
import pickle
import numpy as np
import PIL... | 146 | 5,706 |
insightface | reconstruction/ostec/external/stylegan2/training/training_loop.py | .py | # Copyright (c) 2019, NVIDIA Corporation. All rights reserved.
#
# This work is made available under the Nvidia Source Code License-NC.
# To view a copy of this license, visit
# https://nvlabs.github.io/stylegan2/license.html
"""Main training script."""
import numpy as np
import tensorflow as tf
import dnnlib
import ... | 357 | 19,892 |
insightface | reconstruction/ostec/external/stylegan2/training/loss.py | .py | # Copyright (c) 2019, NVIDIA Corporation. All rights reserved.
#
# This work is made available under the Nvidia Source Code License-NC.
# To view a copy of this license, visit
# https://nvlabs.github.io/stylegan2/license.html
"""Loss functions."""
import numpy as np
import tensorflow as tf
import dnnlib.tflib as tfli... | 198 | 10,731 |
insightface | reconstruction/ostec/external/stylegan2/training/networks_stylegan2.py | .py | # Copyright (c) 2019, NVIDIA Corporation. All rights reserved.
#
# This work is made available under the Nvidia Source Code License-NC.
# To view a copy of this license, visit
# https://nvlabs.github.io/stylegan2/license.html
"""Network architectures used in the StyleGAN2 paper."""
import numpy as np
import tensorfl... | 698 | 38,074 |
insightface | reconstruction/ostec/external/stylegan2/training/dataset.py | .py | # Copyright (c) 2019, NVIDIA Corporation. All rights reserved.
#
# This work is made available under the Nvidia Source Code License-NC.
# To view a copy of this license, visit
# https://nvlabs.github.io/stylegan2/license.html
"""Multi-resolution input data pipeline."""
import os
import glob
import numpy as np
import ... | 200 | 9,881 |
insightface | reconstruction/ostec/external/stylegan2/training/networks_stylegan.py | .py | # Copyright (c) 2019, NVIDIA Corporation. All rights reserved.
#
# This work is made available under the Nvidia Source Code License-NC.
# To view a copy of this license, visit
# https://nvlabs.github.io/stylegan2/license.html
"""Network architectures used in the StyleGAN paper."""
import numpy as np
import tensorflow... | 661 | 33,273 |
insightface | reconstruction/ostec/external/face_detector/detect_face.py | .py | # Copyright (c) 2020, Baris Gecer. All rights reserved.
#
# This work is made available under the CC BY-NC-SA 4.0.
# To view a copy of this license, see LICENSE
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import numpy as np
import tensorflow as tf
impor... | 585 | 22,601 |
insightface | reconstruction/ostec/external/graphonomy/FaceHairMask/graphonomy_process.py | .py | import torch
import torch.nn as nn
from torch.nn import functional as F
from torchvision import transforms
class Scale_only_img(object):
def __init__(self, scale):
self.scale = scale
def __call__(self, sample):
img = sample["image"]
mask = sample["label"]
img = F.interpolate( ... | 55 | 1,708 |
insightface | reconstruction/ostec/external/graphonomy/FaceHairMask/graphonomy_inference.py | .py | import cv2
import torch
import timeit
import numpy as np
from PIL import Image
import torch.nn.functional as F
from torch.autograd import Variable
from torchvision import transforms
from FaceHairMask import graph
from FaceHairMask import graphonomy_process as tr
label_colours = [(0, 0, 0) for i in range(20)]
label... | 242 | 7,711 |
insightface | reconstruction/ostec/external/graphonomy/FaceHairMask/ParsingModel.py | .py | import torch
import torch.nn as nn
import torch.nn.functional as F
from ParsingResnet import Resnet18
class ConvBNReLU(nn.Module):
def __init__(self, in_chan, out_chan, ks=3, stride=1, padding=1, *args, **kwargs):
super(ConvBNReLU, self).__init__()
self.conv = nn.Conv2d(in_chan,
ou... | 265 | 10,269 |
insightface | reconstruction/ostec/external/graphonomy/FaceHairMask/deeplab_xception_transfer.py | .py | import torch
import torch.nn as nn
from torch.nn import Parameter
import torch.nn.functional as F
from collections import OrderedDict
from . import deeplab_xception, gcn
from torch.nn.parameter import Parameter
#######################
# base model
#######################
class deeplab_xception_transfer_basemodel(de... | 754 | 27,883 |
insightface | reconstruction/ostec/external/graphonomy/FaceHairMask/MaskExtractor.py | .py | import torch
from PIL import Image
from torchvision.transforms import transforms
from FaceHairMask import deeplab_xception_transfer
from FaceHairMask.graphonomy_inference import inference
import numpy as np
import cv2
def preprocess(image, size=256, normalize=1):
if size is None:
image = transforms.Resiz... | 64 | 2,633 |
insightface | reconstruction/ostec/external/graphonomy/FaceHairMask/deeplab_xception.py | .py | import math
import torch
import torch.nn as nn
import torch.nn.functional as F
from collections import OrderedDict
import torch.utils.model_zoo as model_zoo
from torch.nn.parameter import Parameter
class SeparableConv2d(nn.Module):
def __init__(
self,
inplanes,
planes,
kernel_size... | 987 | 29,777 |
insightface | reconstruction/ostec/external/graphonomy/FaceHairMask/ParsingResnet.py | .py |
import torch.nn as nn
import torch.nn.functional as F
import torch.utils.model_zoo as modelzoo
resnet18_url = 'https://download.pytorch.org/models/resnet18-5c106cde.pth'
def conv3x3(in_planes, out_planes, stride=1):
"""3x3 convolution with padding"""
return nn.Conv2d(in_planes, out_planes, kernel_size=3, str... | 93 | 3,333 |
insightface | reconstruction/ostec/external/graphonomy/FaceHairMask/gcn.py | .py | import torch
from . import graph
import torch.nn as nn
import torch.nn.functional as F
from torch.nn.parameter import Parameter
class GraphConvolution(nn.Module):
def __init__(self, in_features, out_features, bias=False):
super(GraphConvolution, self).__init__()
self.in_features = in_features
... | 305 | 11,376 |
insightface | reconstruction/ostec/external/graphonomy/FaceHairMask/graph.py | .py | import torch
import numpy as np
import networkx as nx
import scipy.sparse as sp
pascal_graph = {
0: [0],
1: [1, 2],
2: [1, 2, 3, 5],
3: [2, 3, 4],
4: [3, 4],
5: [2, 5, 6],
6: [5, 6],
}
cihp_graph = {
0: [],
1: [2, 13],
2: [1, 13],
3: [14, 15],
4: [13],
5: [6, 7, 9, ... | 840 | 19,211 |
insightface | attribute/gender_age/test.py | .py | import argparse
import cv2
import sys
import numpy as np
import insightface
from insightface.app import FaceAnalysis
from insightface.data import get_image as ins_get_image
parser = argparse.ArgumentParser(description='insightface gender-age test')
# general
parser.add_argument('--ctx', default=0, type=int, help='ctx... | 25 | 626 |
insightface | server/sdk/python/src/insightface_server/exceptions.py | .py | """Typed errors raised by the InsightFace Server client."""
from __future__ import annotations
from typing import Any, Mapping, Optional
class InsightFaceServerError(Exception):
"""Base class for API and client errors.
Attributes are deliberately safe to log: response bodies containing image
or embeddi... | 70 | 1,977 |
insightface | server/sdk/python/src/insightface_server/__init__.py | .py | """Python SDK for InsightFace Server."""
from .client import (
Client,
EmbeddingMode,
ExternalEmbedding,
ImageInput,
ReviewMode,
SearchLoadPolicy,
SearchProfile,
)
from .exceptions import (
AuthenticationError,
ConflictError,
InsightFaceServerError,
NotFoundError,
Payloa... | 102 | 1,937 |
insightface | server/sdk/python/src/insightface_server/client.py | .py | """Synchronous client for the InsightFace Server v1 REST API."""
from __future__ import annotations
import json
import math
import mimetypes
from collections.abc import Iterable, Mapping
from pathlib import Path
from typing import (
Any,
BinaryIO,
Dict,
Literal,
Optional,
Tuple,
Type,
... | 884 | 30,384 |
insightface | server/sdk/python/src/insightface_server/results.py | .py | """Typed, mapping-compatible API results."""
from __future__ import annotations
from collections.abc import Iterator, Mapping
from dataclasses import dataclass
from typing import Any, Dict, List, Optional, TypedDict, cast
class PixelBox(TypedDict):
x: int
y: int
width: int
height: int
class Normal... | 312 | 7,694 |
insightface | server/tests/conftest.py | .py | from __future__ import annotations
import sys
from collections.abc import Callable
from dataclasses import replace
from io import BytesIO
from pathlib import Path
import numpy as np
import pytest
from fastapi.testclient import TestClient
from PIL import Image
SERVER_DIR = Path(__file__).resolve().parents[1]
BACKEND_... | 140 | 4,077 |
insightface | server/tests/cpu/test_real_inference.py | .py | """Opt-in CPU checks against the private models and images mounted by a developer.
Enable with ``INSIGHTFACE_RUN_REAL_CPU=1`` and provide a JSON array of at least
two non-public image paths in ``INSIGHTFACE_TEST_IMAGES_JSON``. The model bundle
is read from ``INSIGHTFACE_MODELS_DIR`` (``/models`` by default).
"""
from... | 135 | 4,927 |
insightface | server/tests/docker/test_container_contract.py | .py | from __future__ import annotations
import json
import os
import re
import subprocess
import time
import urllib.error
import urllib.request
import uuid
from pathlib import Path
import pytest
SERVER_DIR = Path(__file__).resolve().parents[2]
REPOSITORY_DIR = SERVER_DIR.parent
def _read(relative: str) -> str:
retu... | 276 | 10,748 |
insightface | server/tests/sdk/test_client.py | .py | from __future__ import annotations
import importlib.util
import io
import json
import sys
from collections.abc import Callable
from pathlib import Path
from types import ModuleType
import httpx
import pytest
def load_sdk() -> tuple[ModuleType, ModuleType]:
"""Load the SDK under a private name so backend tests c... | 679 | 24,824 |
insightface | server/tests/integration/test_persistence_concurrency.py | .py | from __future__ import annotations
from collections.abc import Callable
from concurrent.futures import ThreadPoolExecutor
from pathlib import Path
import pytest
from fastapi.testclient import TestClient
from insightface_server.app import create_app
from insightface_server.config import Settings
from insightface_serve... | 159 | 5,642 |
insightface | server/tests/integration/test_consistency.py | .py | """Opt-in comparison of real CPU and CUDA model execution.
Run this on an NVIDIA host with ``onnxruntime-gpu==1.27.0``, private models,
``INSIGHTFACE_RUN_REAL_CONSISTENCY=1`` and at least two private image paths in
``INSIGHTFACE_TEST_IMAGES_JSON``.
"""
from __future__ import annotations
import json
import os
from co... | 141 | 5,824 |
insightface | server/tests/api/test_rtsp_streams.py | .py | from __future__ import annotations
import sqlite3
from fastapi.testclient import TestClient
from insightface_server.services.rtsp import MonitorSession
def _monitor_payload(**overrides):
payload = {
"id": "front-gate",
"name": "Front gate",
"description": "Synthetic API test Monitor",
... | 233 | 8,327 |
insightface | server/tests/api/test_search_pagination.py | .py | from __future__ import annotations
from fastapi.testclient import TestClient
def test_search_uses_best_face_per_person_and_sorts_by_similarity(
client: TestClient, create_collection, create_person, image_bytes
) -> None:
create_collection(client, threshold=0.0)
query = image_bytes(10)
alice = create_... | 135 | 5,135 |
insightface | server/tests/api/test_external_trusted.py | .py | from __future__ import annotations
import json
from typing import Any
import numpy as np
import pytest
from fastapi.testclient import TestClient
def _unit_vector(dimension: int, index: int = 0) -> list[float]:
values = [0.0] * dimension
values[index] = 1.0
return values
def _trusted_data(
contract... | 350 | 12,581 |
insightface | server/tests/api/test_resources.py | .py | from __future__ import annotations
import time
from collections.abc import Callable
from concurrent.futures import ThreadPoolExecutor
from threading import Event, Lock
import pytest
from fastapi.testclient import TestClient
from insightface_server.app import create_app
from insightface_server.config import Settings
f... | 762 | 27,013 |
insightface | server/tests/api/test_system_auth_errors.py | .py | from __future__ import annotations
import sqlite3
import uuid
from collections.abc import Callable
from dataclasses import replace
import pytest
from fastapi.testclient import TestClient
from insightface_server.app import create_app
from insightface_server.config import Settings
def assert_request_id(response) -> s... | 324 | 11,709 |
insightface | server/tests/api/test_detection_profiles.py | .py | from __future__ import annotations
import numpy as np
from fastapi.testclient import TestClient
from insightface_server.config import DetectionProfile
from insightface_server.inference import FaceObservation
from insightface_server.services.core import FaceService
def _observation(
bbox: tuple[float, float, floa... | 175 | 6,219 |
insightface | server/tests/api/test_face_crop_database.py | .py | from __future__ import annotations
from collections.abc import Callable
from fastapi.testclient import TestClient
from insightface_server.app import create_app
from insightface_server.config import Settings
def _create_collection(
client: TestClient, collection_id: str, *, save_face_crops: bool | None = None
) ... | 215 | 7,973 |
insightface | server/tests/api/test_response_contracts.py | .py | from __future__ import annotations
from collections.abc import Callable
from fastapi.routing import APIRoute
from fastapi.testclient import TestClient
from pydantic import BaseModel
def _assert_response_model(
client: TestClient,
response,
*,
method: str,
path: str,
) -> None:
assert respons... | 254 | 8,240 |
insightface | server/tests/api/test_documentation_contract.py | .py | from __future__ import annotations
import json
import re
from pathlib import Path
from fastapi.routing import APIRoute
from fastapi.testclient import TestClient
SERVER_DIR = Path(__file__).resolve().parents[2]
DOC_SUFFIXES = ("", ".zh-CN", ".ja", ".de", ".es", ".fr", ".ru", ".pt", ".ko")
DOCUMENTED_OPERATION = re.co... | 60 | 2,297 |
insightface | server/tests/api/test_face_operations.py | .py | from __future__ import annotations
import math
import time
from collections.abc import Callable
from io import BytesIO
from fastapi.testclient import TestClient
from insightface_server.app import create_app
from insightface_server.config import Settings
from PIL import Image
def test_detect_sorts_faces_and_empty_im... | 158 | 5,368 |
insightface | server/tests/unit/test_rtsp_manager.py | .py | from __future__ import annotations
import threading
import time
from collections.abc import Callable
from dataclasses import replace
from typing import Any, cast
import pytest
from fastapi.testclient import TestClient
from insightface_server.request_context import REQUEST_DEADLINE
from insightface_server.services.rts... | 533 | 17,387 |
insightface | server/tests/unit/test_storage_core.py | .py | from __future__ import annotations
import shutil
import sqlite3
from pathlib import Path
import cv2
import numpy as np
import pytest
from insightface_server.errors import ApiError
from insightface_server.models import (
EMBEDDING_CONTRACT_PREFIX,
embedding_contract_id,
)
from insightface_server.storage import... | 814 | 31,493 |
insightface | server/tests/unit/test_smoke_test.py | .py | from __future__ import annotations
import pytest
from scripts.smoke_test import (
inference_report,
multipart_image,
redacted_report,
require_single_detected_face,
)
def test_multipart_image_uses_a_fixed_filename_and_preserves_bytes(tmp_path) -> None:
image = tmp_path / 'unsafe"\r\nname.jpg'
... | 110 | 3,206 |
insightface | server/tests/unit/test_multires_scrfd.py | .py | from __future__ import annotations
import sys
from pathlib import Path
import numpy as np
import pytest
REPOSITORY_DIR = Path(__file__).resolve().parents[3]
PYTHON_PACKAGE = REPOSITORY_DIR / "python-package"
if str(PYTHON_PACKAGE) not in sys.path:
sys.path.insert(0, str(PYTHON_PACKAGE))
from insightface.model_z... | 49 | 1,494 |
insightface | server/tests/unit/test_search_reference.py | .py | from __future__ import annotations
import numpy as np
import pytest
from insightface_server.search import (
IndexRecord,
NativeCapabilities,
ReferenceSearchIndex,
SearchIndexCapacityError,
)
from insightface_server.search.reference import (
profile_similarity,
quantize_bf16_to_fp32,
quantiz... | 301 | 8,721 |
insightface | server/tests/unit/test_detection_config.py | .py | from __future__ import annotations
from pathlib import Path
import pytest
from insightface_server.config import (
DEFAULT_CPU_INFERENCE_MAX_CONCURRENCY,
DEFAULT_CUDA_INFERENCE_MAX_CONCURRENCY,
DEFAULT_DETECTOR_INPUT_SIZES,
DEFAULT_DETECTOR_NMS_THRESHOLD,
DEFAULT_DETECTOR_THRESHOLD,
DEFAULT_MAX... | 195 | 6,793 |
insightface | server/tests/unit/test_search_manager.py | .py | from __future__ import annotations
import threading
from pathlib import Path
import numpy as np
import pytest
from insightface_server.search import ReferenceSearchBackend, SearchIndexManager
from insightface_server.search.base import SearchIndexError
from insightface_server.search.reference import ReferenceSearchInde... | 733 | 26,138 |
insightface | server/tests/unit/test_inference_cuda_audit.py | .py | from __future__ import annotations
import pytest
from insightface_server.inference.onnx_engine import (
audit_cuda_profile,
validate_gpu_requirements,
)
def _event(provider: str, operator: str, **extra: object) -> dict[str, object]:
args: dict[str, object] = {"provider": provider, "op_name": operator}
... | 97 | 2,747 |
insightface | server/tests/unit/test_inference_manifest.py | .py | from __future__ import annotations
import hashlib
import json
from pathlib import Path
import pytest
from insightface_server.models import load_manifest
def _models(tmp_path: Path) -> tuple[Path, Path]:
detector = tmp_path / "detector.onnx"
recognizer = tmp_path / "recognizer.onnx"
detector.write_bytes(... | 126 | 4,637 |
insightface | server/tests/unit/test_model_license.py | .py | from __future__ import annotations
import base64
import json
from datetime import UTC, datetime
from pathlib import Path
import pytest
from cryptography.hazmat.primitives.asymmetric.ed25519 import Ed25519PrivateKey
from insightface_server.licensing import (
ModelLicenseError,
canonical_license_bytes,
veri... | 165 | 5,463 |
insightface | server/tests/unit/test_rtsp_stream.py | .py | from __future__ import annotations
import threading
import time
import cv2
import numpy as np
import pytest
from insightface_server.services.rtsp import (
MonitorOptions,
MonitorPreviewDisabledError,
MonitorSession,
next_inference_time,
redacted_rtsp_source,
)
def _options(**changes) -> MonitorO... | 233 | 7,757 |
insightface | server/tests/unit/test_release_preflight.py | .py | from __future__ import annotations
import subprocess
from pathlib import Path
from scripts.release_preflight import Preflight
def write(root: Path, relative: str, content: str) -> None:
path = root / relative
path.parent.mkdir(parents=True, exist_ok=True)
path.write_text(content, encoding="utf-8")
def... | 196 | 5,655 |
insightface | server/tests/unit/test_models_cli.py | .py | from __future__ import annotations
import io
from datetime import UTC, datetime
from pathlib import Path
import pytest
from insightface_server import models_cli
from insightface_server.licensing import ModelLicense
class _NonInteractiveInput(io.StringIO):
def isatty(self) -> bool:
return False
def tes... | 114 | 3,940 |
insightface | server/tests/unit/test_config_search.py | .py | from __future__ import annotations
import pytest
from insightface_server.config import Settings
SEARCH_ENVIRONMENT = (
"INSIGHTFACE_DEFAULT_THRESHOLD",
"INSIGHTFACE_COLLECTION_DEFAULT_SEARCH_PROFILE",
"INSIGHTFACE_COLLECTION_DEFAULT_CAPACITY_ROWS",
"INSIGHTFACE_COLLECTION_MAX_CAPACITY_ROWS",
"INSI... | 84 | 2,834 |
insightface | server/tests/unit/test_model_packages.py | .py | from __future__ import annotations
import hashlib
import json
import shutil
import zipfile
from datetime import UTC, datetime
from pathlib import Path
import pytest
from insightface_server.licensing import verify_model_license
from insightface_server.models import load_manifest
from insightface_server.models.packages... | 243 | 9,006 |
insightface | server/tests/unit/test_inference_core.py | .py | from __future__ import annotations
import json
import threading
import time
from concurrent.futures import ThreadPoolExecutor
from pathlib import Path
from types import SimpleNamespace
import numpy as np
import pytest
from insightface_server.inference import (
EngineSummary,
FaceObservation,
InferenceEngi... | 256 | 9,401 |
insightface | server/tests/cuda/test_real_cuda.py | .py | """Opt-in strict CUDA checks using private models and a private face image."""
from __future__ import annotations
import json
import os
from pathlib import Path
from types import SimpleNamespace
import cv2
import numpy as np
import pytest
from insightface_server.inference import create_engine
pytestmark = pytest.ma... | 98 | 3,535 |
insightface | server/scripts/create_model_manifest.py | .py | #!/usr/bin/env python3
"""Create the compact v1 manifest expected by InsightFace Server."""
from __future__ import annotations
import argparse
import json
from pathlib import Path
def main() -> int:
parser = argparse.ArgumentParser(description=__doc__)
parser.add_argument("--models-dir", type=Path, required... | 55 | 1,966 |
insightface | server/scripts/update_openapi_snapshot.py | .py | #!/usr/bin/env python3
"""Regenerate the reviewed public OpenAPI contract snapshot.
Run this only together with the matching API implementation, all localized
``docs/api*.md`` files, SDK/UI changes, tests, and migration guidance when
needed.
"""
from __future__ import annotations
import json
import sys
from pathlib ... | 61 | 1,738 |
insightface | server/scripts/release_preflight.py | .py | #!/usr/bin/env python3
"""Validate that every public InsightFace Server release surface agrees.
The normal mode is intentionally strict and is intended for the owner-operated
manual release process. ``--relaxed`` keeps all structural checks enabled while
turning the dirty-worktree condition expected during local devel... | 326 | 11,368 |
insightface | server/scripts/smoke_test.py | .py | #!/usr/bin/env python3
"""Small dependency-free health and collection API smoke test."""
from __future__ import annotations
import argparse
import json
import math
import mimetypes
import os
import secrets
import urllib.error
import urllib.request
from pathlib import Path
from typing import Any
def request(
bas... | 181 | 6,294 |
insightface | server/scripts/verify_runtime.py | .py | #!/usr/bin/env python3
"""Fail-fast verification for the pinned CPU and CUDA container runtimes."""
from __future__ import annotations
import argparse
import ctypes
import json
import os
import platform
import re
import subprocess
import sys
from typing import Any
class VerificationError(RuntimeError):
pass
d... | 191 | 7,212 |
insightface | server/backend/insightface_server/errors.py | .py | from __future__ import annotations
from dataclasses import dataclass, field
from typing import Any
@dataclass(slots=True)
class ApiError(Exception):
code: str
message: str
status_code: int = 400
details: dict[str, Any] = field(default_factory=dict)
def __str__(self) -> str:
return self.m... | 46 | 1,204 |
insightface | server/backend/insightface_server/app.py | .py | from __future__ import annotations
import asyncio
import json
import logging
import os
import platform
import sqlite3
import time
import uuid
from collections import deque
from contextlib import asynccontextmanager
from functools import partial
from pathlib import Path
from typing import Any
from fastapi import FastA... | 1,502 | 58,779 |
insightface | server/backend/insightface_server/models_cli.py | .py | """Manage explicitly installed model packages."""
from __future__ import annotations
import argparse
import os
import sys
from pathlib import Path
from .licensing import ModelLicense
from .models.packages import (
PACKAGES,
ModelPackage,
ModelPackageError,
install_package,
installed_package_name,... | 146 | 5,576 |
insightface | server/backend/insightface_server/__init__.py | .py | """InsightFace Server."""
__version__ = "0.2.0"
| 4 | 49 |
insightface | server/backend/insightface_server/request_context.py | .py | from __future__ import annotations
import contextvars
import time
from collections.abc import Iterator
from contextlib import contextmanager
class RequestDeadlineExceeded(RuntimeError):
"""Raised in a worker before it commits work for an expired request."""
REQUEST_DEADLINE: contextvars.ContextVar[float | None... | 38 | 1,020 |
insightface | server/backend/insightface_server/config.py | .py | from __future__ import annotations
import math
import os
import tomllib
from collections.abc import Mapping
from dataclasses import dataclass
from pathlib import Path
from typing import Any, Literal, cast
SingleFaceSelection = Literal["largest", "center_largest"]
SUPPORTED_SEARCH_PROFILES = (
"fp32_v1",
"fp1... | 517 | 20,598 |
insightface | server/backend/insightface_server/storage/secrets.py | .py | from __future__ import annotations
import base64
import os
from pathlib import Path
from cryptography.hazmat.primitives.ciphers.aead import AESGCM
def _encode(value: bytes) -> str:
return base64.urlsafe_b64encode(value).rstrip(b"=").decode("ascii")
def _decode(value: str) -> bytes:
decoded = base64.urlsaf... | 71 | 2,402 |
insightface | server/backend/insightface_server/storage/repository.py | .py | from __future__ import annotations
import hashlib
import hmac
import json
import os
import sqlite3
import uuid
from collections.abc import Iterator, Sequence
from dataclasses import dataclass
from datetime import UTC, datetime
from typing import Any
import numpy as np
from ..config import DetectionProfile
from ..mod... | 1,310 | 54,152 |
insightface | server/backend/insightface_server/storage/crops.py | .py | from __future__ import annotations
import hashlib
import os
import shutil
import uuid
from pathlib import Path
import cv2
import numpy as np
class FaceCropStore:
MEDIA_TYPE = "image/jpeg"
def __init__(self, data_dir: Path, *, enabled: bool):
self.data_dir = data_dir
self.root = data_dir / "... | 102 | 3,417 |
insightface | server/backend/insightface_server/storage/__init__.py | .py | from .crops import FaceCropStore
from .database import Database
from .pagination import CursorCodec
from .repository import (
SEARCH_LOAD_POLICIES,
SEARCH_PROFILES,
CollectionCapacityExceeded,
IndexFace,
IndexFaceBatch,
MaxFacesPerPersonExceeded,
Repository,
SearchChange,
SearchMutat... | 36 | 731 |
insightface | server/backend/insightface_server/storage/database.py | .py | from __future__ import annotations
import contextlib
import fcntl
import re
import sqlite3
import threading
from collections.abc import Iterator
from pathlib import Path
from typing import BinaryIO
from ..request_context import check_request_deadline
class Database:
_MIGRATION_NAME = re.compile(r"\d{4}_[A-Za-z0... | 141 | 5,450 |
insightface | server/backend/insightface_server/storage/pagination.py | .py | from __future__ import annotations
import base64
import hashlib
import hmac
import json
import os
from pathlib import Path
from ..errors import bad_request
def _encode(raw: bytes) -> str:
return base64.urlsafe_b64encode(raw).rstrip(b"=").decode("ascii")
def _decode(value: str) -> bytes:
decoded = base64.u... | 72 | 2,655 |
insightface | server/backend/insightface_server/services/rtsp.py | .py | from __future__ import annotations
import copy
import logging
import math
import sqlite3
import threading
import time
import uuid
from collections import deque
from collections.abc import Callable, Iterator
from dataclasses import dataclass, replace
from datetime import UTC, datetime
from typing import Any
from urllib... | 1,300 | 50,739 |
insightface | server/backend/insightface_server/services/__init__.py | .py | from .core import FaceService
from .images import ImageData, ImageLoader
from .rtsp import (
MonitorAlreadyExistsError,
MonitorLimitError,
MonitorManager,
MonitorNotFoundError,
MonitorOptions,
MonitorPreviewDisabledError,
MonitorSession,
MonitorUnavailableError,
)
__all__ = [
"FaceS... | 27 | 585 |
insightface | server/backend/insightface_server/services/images.py | .py | from __future__ import annotations
import hashlib
from dataclasses import dataclass
from functools import partial
from io import BytesIO
import cv2
import numpy as np
from anyio import to_thread
from fastapi import UploadFile
from PIL import Image, ImageOps, UnidentifiedImageError
from ..config import Settings
from ... | 77 | 2,997 |
insightface | server/backend/insightface_server/services/presentation.py | .py | from __future__ import annotations
from typing import Any
import numpy as np
from ..inference import FaceObservation
def clamp01(value: float) -> float:
return round(float(np.clip(value, 0.0, 1.0)), 6)
def quality(face: FaceObservation) -> dict[str, float]:
sharpness = clamp01(float(getattr(face, "sharpn... | 71 | 2,185 |
insightface | server/backend/insightface_server/services/core.py | .py | from __future__ import annotations
import logging
import sqlite3
import uuid
from typing import Any
import numpy as np
from ..api.schemas import EmbeddingMode, ReviewMode
from ..config import DetectionProfile, Settings
from ..errors import ApiError, bad_request, conflict, not_found, unprocessable
from ..inference im... | 945 | 39,289 |
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