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UMR
UMR-master/external/SoftRas/soft_renderer/functional/look.py
import numpy as np import torch import torch.nn.functional as F def look(vertices, eye, direction=[0, 1, 0], up=None): """ "Look" transformation of vertices. """ if (vertices.ndimension() != 3): raise ValueError('vertices Tensor should have 3 dimensions') device = vertices.device if ...
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UMR
UMR-master/external/SoftRas/soft_renderer/functional/projection.py
import torch def projection(vertices, P, dist_coeffs, orig_size): ''' Calculate projective transformation of vertices given a projection matrix P: 3x4 projection matrix dist_coeffs: vector of distortion coefficients orig_size: original size of image captured by the camera ''' vertices = to...
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UMR
UMR-master/external/SoftRas/soft_renderer/functional/orthogonal.py
import torch def orthogonal(vertices, scale): ''' Compute orthogonal projection from a given angle To find equivalent scale to perspective projection set scale = focal_pixel / object_depth -- to 0~H/W pixel range = 1 / ( object_depth * tan(half_fov_angle) ) -- to -1~1 pixel range ''...
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UMR
UMR-master/external/SoftRas/soft_renderer/functional/look_at.py
import numpy as np import torch import torch.nn.functional as F def look_at(vertices, eye, at=[0, 0, 0], up=[0, 1, 0]): """ "Look at" transformation of vertices. """ if (vertices.ndimension() != 3): raise ValueError('vertices Tensor should have 3 dimensions') device = vertices.device ...
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UMR
UMR-master/external/PerceptualSimilarity/test_network.py
# import sys; sys.path += ['models'] import torch from util import util from models import dist_model as dm from IPython import embed use_gpu = True # Whether to use GPU spatial = False # Return a spatial map of perceptual distance. # Optional args spatial_shape and spatial_order...
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UMR
UMR-master/external/PerceptualSimilarity/train.py
import torch.backends.cudnn as cudnn cudnn.benchmark=False import numpy as np import time import os from models import dist_model as dm from data import data_loader as dl import argparse from util.visualizer import Visualizer from IPython import embed parser = argparse.ArgumentParser() parser.add_argument('--datasets...
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UMR
UMR-master/external/PerceptualSimilarity/perceptual_loss.py
from __future__ import absolute_import from __future__ import division from __future__ import print_function import torch torch.manual_seed(seed) torch.cuda.manual_seed(seed) torch.cuda.manual_seed_all(seed) torch.backends.cudnn.benchmark = False torch.backends.cudnn.deterministic = True from torch.autograd import Va...
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UMR
UMR-master/external/PerceptualSimilarity/models/base_model.py
import os import torch from ..util import util as util from torch.autograd import Variable from pdb import set_trace as st from IPython import embed class BaseModel(): def __init__(self): pass; def name(self): return 'BaseModel' def initialize(self, use_gpu=True): self.use...
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UMR
UMR-master/external/PerceptualSimilarity/models/pretrained_networks.py
from collections import namedtuple import torch from torchvision import models from IPython import embed class squeezenet(torch.nn.Module): def __init__(self, requires_grad=False, pretrained=True): super(squeezenet, self).__init__() pretrained_features = models.squeezenet1_1(pretrained=pretrained)....
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UMR
UMR-master/external/PerceptualSimilarity/models/networks_basic.py
import torch import torch.nn as nn import torch.nn.init as init from torch.autograd import Variable import numpy as np from pdb import set_trace as st from ..util import util as util from skimage import color from IPython import embed from . import pretrained_networks as pn # Off-the-shelf deep network class PNet(nn.M...
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UMR
UMR-master/external/PerceptualSimilarity/models/dist_model.py
import os seed = 0 os.environ['PYTHONHASHSEED'] = str(seed) import numpy as np np.random.seed(seed) # torch modules import torch torch.manual_seed(seed) torch.cuda.manual_seed(seed) torch.cuda.manual_seed_all(seed) torch.backends.cudnn.benchmark = False torch.backends.cudnn.deterministic = True from torch import nn i...
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UMR
UMR-master/external/PerceptualSimilarity/util/util.py
from __future__ import print_function import numpy as np from PIL import Image import inspect import re import numpy as np import os import collections import matplotlib.pyplot as plt from scipy.ndimage.interpolation import zoom from skimage.measure import compare_ssim import torch from IPython import embed import cv2 ...
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UMR
UMR-master/external/PerceptualSimilarity/data/custom_dataset_data_loader.py
import torch.utils.data from data.base_data_loader import BaseDataLoader import os def CreateDataset(dataroots,dataset_mode='2afc',load_size=64,): dataset = None if dataset_mode=='2afc': # human judgements from dataset.twoafc_dataset import TwoAFCDataset dataset = TwoAFCDataset() elif datas...
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UMR
UMR-master/external/PerceptualSimilarity/data/image_folder.py
################################################################################ # Code from # https://github.com/pytorch/vision/blob/master/torchvision/datasets/folder.py # Modified the original code so that it also loads images from the current # directory as well as the subdirectories ###############################...
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UMR
UMR-master/external/PerceptualSimilarity/data/dataset/twoafc_dataset.py
import os.path import torchvision.transforms as transforms from data.dataset.base_dataset import BaseDataset from data.image_folder import make_dataset from PIL import Image import numpy as np import torch # from IPython import embed class TwoAFCDataset(BaseDataset): def initialize(self, dataroots, load_size=64): ...
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UMR
UMR-master/external/PerceptualSimilarity/data/dataset/base_dataset.py
import torch.utils.data as data class BaseDataset(data.Dataset): def __init__(self): super(BaseDataset, self).__init__() def name(self): return 'BaseDataset' def initialize(self): pass
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UMR
UMR-master/external/PerceptualSimilarity/data/dataset/jnd_dataset.py
import os.path import torchvision.transforms as transforms from data.dataset.base_dataset import BaseDataset from data.image_folder import make_dataset from PIL import Image import numpy as np import torch from IPython import embed class JNDDataset(BaseDataset): def initialize(self, dataroot, load_size=64): ...
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UMR
UMR-master/experiments/train_s1.py
# ------------------------------------------------------------ # Copyright (C) 2020 NVIDIA Corporation. All rights reserved. # Nvidia Source Code License-NC # Code written by Xueting Li. # ------------------------------------------------------------ # Training Script # For CUB birds reconstruction, without semantic co...
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UMR
UMR-master/experiments/train_s2.py
# ------------------------------------------------------------ # Copyright (C) 2020 NVIDIA Corporation. All rights reserved. # Nvidia Source Code License-NC # Code written by Xueting Li. # ------------------------------------------------------------ # Training Script # For CUB birds reconstruction. # With semantic cor...
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UMR
UMR-master/experiments/avg_uv.py
# ----------------------------------------------------------- # Copyright (C) 2020 NVIDIA Corporation. All rights reserved. # Nvidia Source Code License-NC # Code written by Xueting Li. # ----------------------------------------------------------- # Script to compute a semantic template given trained reconstruction ne...
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UMR
UMR-master/experiments/demo.py
# ------------------------------------------------------------ # Copyright (C) 2020 NVIDIA Corporation. All rights reserved. # Nvidia Source Code License-NC # Code written by Xueting Li. # ------------------------------------------------------------ # Demo Script # Inputs: # - single view images # Outputs: # - Recon...
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UMR
UMR-master/experiments/test_kp.py
# ------------------------------------------------------------ # Copyright (C) 2020 NVIDIA Corporation. All rights reserved. # Nvidia Source Code License-NC # Code written by Xueting Li. # ------------------------------------------------------------ # Testing Script for quantitative evaluations # Inputs: # - single v...
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UMR
UMR-master/experiments/test_iou.py
# ------------------------------------------------------------ # Copyright (C) 2020 NVIDIA Corporation. All rights reserved. # Nvidia Source Code License-NC # Code written by Xueting Li. # ------------------------------------------------------------ # Testing Script for quantitative evaluations # Inputs: # - single v...
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UMR
UMR-master/nnutils/discriminators.py
# ----------------------------------------------------------------------------------- # Code adapted from: # https://github.com/jvanvugt/pytorch-domain-adaptation/blob/master/utils.py # # MIT License # # Copyright (c) 2018 Joris # # Permission is hereby granted, free of charge, to any person obtaining a copy # of t...
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UMR
UMR-master/nnutils/chamfer_python.py
# ----------------------------------------------------------------------------- # Code adapted from: # https://github.com/ThibaultGROUEIX/ChamferDistancePytorch/blob/719b0f1ca5ba370616cb837c03ab88d9a88173ff/chamfer_python.py # # MIT License # # Copyright (c) 2019 ThibaultGROUEIX # # Permission is hereby granted, fr...
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UMR
UMR-master/nnutils/loss_utils.py
# ----------------------------------------------------------- # Copyright (C) 2020 NVIDIA Corporation. All rights reserved. # Nvidia Source Code License-NC # Code written by Xueting Li. # ----------------------------------------------------------- from __future__ import absolute_import from __future__ import division ...
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UMR
UMR-master/nnutils/net_blocks.py
# ----------------------------------------------------------------------------------- # Code adapted from: # https://github.com/shubhtuls/factored3d/blob/master/nnutils/net_blocks.py # ----------------------------------------------------------------------------------- from __future__ import division from __future__ im...
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UMR
UMR-master/nnutils/scops_utils.py
# ----------------------------------------------------------------------------------- # Code adapted from: # https://github.com/NVlabs/SCOPS/blob/master/utils/utils.py # # Copyright (C) 2019 NVIDIA Corporation. All rights reserved. # Licensed under the CC BY-NC-SA 4.0 license (https://creativecommons.org/licenses/by-n...
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UMR
UMR-master/nnutils/train_utils.py
# ----------------------------------------------------------- # Code adapted from: # https://github.com/akanazawa/cmr/blob/master/nnutils/train_utils.py # # MIT License # # Copyright (c) 2018 akanazawa # # Permission is hereby granted, free of charge, to any person obtaining a copy # of this software and associated...
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UMR
UMR-master/nnutils/cub_mesh.py
# ----------------------------------------------------------- # Copyright (C) 2020 NVIDIA Corporation. All rights reserved. # Nvidia Source Code License-NC # Code written by Xueting Li. # ----------------------------------------------------------- from __future__ import absolute_import from __future__ import division f...
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UMR
UMR-master/nnutils/cub_mesh_s1.py
# ----------------------------------------------------------- # Copyright (C) 2020 NVIDIA Corporation. All rights reserved. # Nvidia Source Code License-NC # Code written by Xueting Li. # ----------------------------------------------------------- from __future__ import absolute_import from __future__ import division f...
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UMR
UMR-master/nnutils/nmr_pytorch.py
# ----------------------------------------------------------------------------------- # Code adapted from: # https://github.com/akanazawa/cmr/blob/master/nnutils/nmr.py # # MIT License # # Copyright (c) 2018 akanazawa # # Permission is hereby granted, free of charge, to any person obtaining a copy # of this softwar...
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UMR
UMR-master/nnutils/smr.py
# ----------------------------------------------------------- # Copyright (C) 2020 NVIDIA Corporation. All rights reserved. # Nvidia Source Code License-NC # Code written by Xueting Li. # ----------------------------------------------------------- from __future__ import absolute_import from __future__ import division f...
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UMR
UMR-master/nnutils/geom_utils.py
# ----------------------------------------------------------------------------------- # Code adapted from: # https://github.com/akanazawa/cmr/blob/master/nnutils/geom_utils.py # # MIT License # # Copyright (c) 2018 akanazawa # # Permission is hereby granted, free of charge, to any person obtaining a copy # of this soft...
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UMR
UMR-master/nnutils/perceptual_loss.py
# ----------------------------------------------------------------------------------- # Code adapted from: # https://github.com/akanazawa/cmr/blob/master/nnutils/perceptual_loss.py # # MIT License # # Copyright (c) 2018 akanazawa # # Permission is hereby granted, free of charge, to any person obtaining a copy # of ...
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UMR
UMR-master/nnutils/test_utils.py
# ----------------------------------------------------------- # Code adapted from: # https://github.com/akanazawa/cmr/blob/master/nnutils/test_utils.py # # MIT License # Copyright (c) 2018 akanazawa # # Permission is hereby granted, free of charge, to any person obtaining a copy # of this software and associated docu...
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UMR
UMR-master/utils/image.py
# ----------------------------------------------------------- # Code adapted from: # https://github.com/akanazawa/cmr/blob/master/utils/image.py # # MIT License # # Copyright (c) 2018 akanazawa # # Permission is hereby granted, free of charge, to any person obtaining a copy # of this software and associated documen...
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UMR
UMR-master/utils/transformations.py
# -*- coding: utf-8 -*- # transformations.py # Copyright (c) 2006-2017, Christoph Gohlke # Copyright (c) 2006-2017, The Regents of the University of California # Produced at the Laboratory for Fluorescence Dynamics # All rights reserved. # # Redistribution and use in source and binary forms, with or without # modifica...
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UMR
UMR-master/utils/kp_utils.py
# ----------------------------------------------------------- # Copyright (C) 2020 NVIDIA Corporation. All rights reserved. # Nvidia Source Code License-NC # Code written by Xueting Li. # ----------------------------------------------------------- import torch import torch.nn as nn import cv2 import numpy as np import...
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UMR
UMR-master/utils/mesh.py
# ----------------------------------------------------------- # Code adapted from: https://github.com/akanazawa/cmr/blob/master/utils/image.py # # MIT License # # Copyright (c) 2018 akanazawa # # Permission is hereby granted, free of charge, to any person obtaining a copy # of this software and associated documentat...
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UMR
UMR-master/data/base.py
# ----------------------------------------------------------------------------- # Code adapted from https://github.com/akanazawa/cmr/blob/master/data/base.py # # MIT License # # Copyright (c) 2018 akanazawa # # Permission is hereby granted, free of charge, to any person obtaining a copy # of this software and associ...
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UMR
UMR-master/data/cub_kp_transfer.py
# ----------------------------------------------------------------------------------- # Code adapted from https://github.com/nileshkulkarni/csm/blob/master/csm/data/cub.py # # Copyright (C) 2020 NVIDIA Corporation. All rights reserved. # Nvidia Source Code License-NC # --------------------------------------------------...
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UMR
UMR-master/data/cub.py
# ----------------------------------------------------------------------------- # Code adapted from: # https://github.com/akanazawa/cmr/blob/master/data/cub.py # # MIT License # # Copyright (c) 2018 akanazawa # # Permission is hereby granted, free of charge, to any person obtaining a copy # of this software and asso...
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neurop
neurop-main/codes_pytorch/test.py
from utils import * from data import build_train_loader, build_val_loader import argparse import logging import os import random import numpy as np import torch from models import build_model from tqdm import tqdm from collections import defaultdict import imageio if __name__ == '__main__': parser = argparse.Arg...
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neurop
neurop-main/codes_pytorch/train.py
from utils import * from data import build_train_loader,build_val_loader import argparse import logging import os import random import numpy as np import torch from models import build_model from tqdm import tqdm from collections import defaultdict import imageio if __name__ == '__main__': parser = argparse.Argum...
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neurop
neurop-main/codes_pytorch/models/loss.py
import torch import torch.nn as nn class TVLoss(nn.Module): def __init__(self,TVLoss_weight=1): super(TVLoss,self).__init__() self.TVLoss_weight = TVLoss_weight def forward(self,x): batch_size = x.size()[0] h_x = x.size()[2] w_x = x.size()[3] count_h = self._ten...
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neurop
neurop-main/codes_pytorch/models/model.py
from models.networks import * from models.loss import * from torch.nn.parallel import DataParallel import os import logging from collections import OrderedDict, defaultdict import torch import torch.nn as nn class InitModel(): def __init__(self, opt): self.opt = opt self.device = torch.device(op...
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neurop
neurop-main/codes_pytorch/models/networks.py
import functools import math import torch import torch.nn as nn import torch.nn.functional as F from torch.autograd import Variable import argparse import numpy as np class Operator(nn.Module): def __init__(self, in_nc=3, out_nc=3,base_nf=64): super(Operator,self).__init__() self.base_nf = base_nf ...
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neurop
neurop-main/codes_pytorch/data/dataset.py
from utils import * from collections import defaultdict import imageio import torch from torch.utils.data import Dataset import numpy as np class InitDataset(Dataset): def __init__(self,dataset_opt): super(InitDataset,self).__init__() opt = dataset_opt filepath_EX = get_file_paths(os.path....
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neurop
neurop-main/codes_pytorch/data/__init__.py
"""create dataset and dataloader""" import logging import torch import torch.utils.data from .dataset import * def build_train_loader(dataset_opt): mode = dataset_opt['mode'] num_workers = dataset_opt['n_cpus'] batch_size = dataset_opt['batch_size'] assert(batch_size == 1) if mode == 'init': ...
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neurop
neurop-main/codes_jittor/test.py
from utils import * from data import build_train_loader, build_val_loader import argparse import logging import os import random import numpy as np import torch from models import build_model from tqdm import tqdm from collections import defaultdict import imageio import torch import jittor as jt if __name__ == '__mai...
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neurop
neurop-main/codes_jittor/train.py
from utils import * from data import build_train_loader,build_val_loader import argparse import logging import os import random import numpy as np import torch from models import build_model from tqdm import tqdm from collections import defaultdict import imageio import jittor as jt if __name__ == '__main__': par...
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neurop
neurop-main/codes_jittor/models/model.py
from models.networks import * from models.loss import * import os import logging from collections import OrderedDict, defaultdict import torch class InitModel(): def __init__(self, opt): self.opt = opt self.name = "neurop_initialization" net_opt = opt['network_G'] if opt['device'] ...
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neurop
neurop-main/codes_jittor/models/networks.py
from jittor import Module import jittor as jt import jittor.nn as nn import numpy as np import torch class Operator(Module): def __init__(self, in_nc=3, out_nc=3,base_nf=64): super(Operator,self).__init__() self.base_nf = base_nf self.out_nc = out_nc self.encoder = nn.Conv2d(in_nc...
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NerfingMVS
NerfingMVS-main/run.py
import sys import torch from torch.multiprocessing import set_start_method set_start_method('spawn', force=True) import time from src import initialize, depth_priors, run_nerf, filter, evaluation from utils.pose_utils import gen_poses from options import config_parser if __name__=='__main__': time = t...
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NerfingMVS
NerfingMVS-main/src/run_nerf.py
import os, sys sys.path.append('..') import numpy as np import imageio import random import time import torch import torch.nn as nn import torch.nn.functional as F from torch.utils.tensorboard import SummaryWriter from tqdm import tqdm, trange import cv2 import pdb from models.nerf.run_nerf_helpers import * from opti...
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NerfingMVS
NerfingMVS-main/src/evaluation.py
import os, sys sys.path.append('..') import torch from utils.io_utils import * from utils.evaluation_utils import * from options import config_parser def main(args): image_list = load_img_list(args.datadir, load_test=False) prior_path = os.path.join(args.basedir, args.expname, 'depth_priors', 'results') n...
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NerfingMVS
NerfingMVS-main/src/depth_priors.py
import os, sys sys.path.append('..') import numpy as np import torch import cv2 from torch.utils.tensorboard import SummaryWriter from tqdm import tqdm, trange import pdb from models.depth_priors.mannequin_challenge_model import MannequinChallengeModel from options import config_parser from utils.io_utils import * fr...
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NerfingMVS
NerfingMVS-main/models/nerf/run_nerf_helpers.py
import torch torch.autograd.set_detect_anomaly(True) import torch.nn as nn import torch.nn.functional as F import numpy as np import lpips import time import skimage import os import pdb # Misc img2mse = lambda x, y : torch.mean((x - y) ** 2) depth2mse = lambda x, y, mask : torch.mean((x[mask] - y[mask]) ** 2) mse2psn...
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NerfingMVS
NerfingMVS-main/models/depth_priors/depth_model.py
#!/usr/bin/env python3 # Copyright (c) Facebook, Inc. and its affiliates. from abc import abstractmethod import torch class DepthModel(torch.nn.Module): def __init__(self): super().__init__() def forward(self, images, metadata=None): """ Images should be feed in the format (N, C, H, ...
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NerfingMVS
NerfingMVS-main/models/depth_priors/mannequin_challenge_model.py
#!/usr/bin/env python3 # Copyright (c) Facebook, Inc. and its affiliates. import sys import os import wget from zipfile import ZipFile import torch import torch.autograd as autograd from .mannequin_challenge.models import pix2pix_model from .mannequin_challenge.options.train_options import TrainOptions from .depth_mod...
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NerfingMVS
NerfingMVS-main/models/depth_priors/mannequin_challenge/models/base_model.py
# Copyright 2019 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # https://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, soft...
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NerfingMVS
NerfingMVS-main/models/depth_priors/mannequin_challenge/models/pix2pix_model.py
# Copyright 2019 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # https://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, soft...
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NerfingMVS
NerfingMVS-main/models/depth_priors/mannequin_challenge/models/networks.py
# Copyright 2019 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # https://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, soft...
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NerfingMVS
NerfingMVS-main/models/depth_priors/mannequin_challenge/models/hourglass.py
# Copyright 2019 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # https://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, soft...
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NerfingMVS
NerfingMVS-main/utils/nerf_utils.py
import numpy as np import torch import torch.nn as nn import torch.nn.functional as F def align_scales(depth_priors, colmap_depths, colmap_masks, poses, sc, i_train, i_test): ratio_priors = [] for i in range(depth_priors.shape[0]): ratio_priors.append(np.median(colmap_depths[i][colmap_masks[i]]) / np.m...
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NerfingMVS
NerfingMVS-main/utils/evaluation_utils.py
import os import cv2 import numpy as np import torch import lpips import skimage def compute_errors(gt, pred): """Computation of error metrics between predicted and ground truth depths """ thresh = np.maximum((gt / pred), (pred / gt)) a1 = (thresh < 1.25 ).mean() a2 = (thresh < 1.25 ** 2).mean(...
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NerfingMVS
NerfingMVS-main/utils/depth_priors_utils.py
import torch def compute_depth_loss(depth_pred, depth_gt, mask_gt): loss_list = [] for pred, gt, mask in zip(depth_pred, depth_gt, mask_gt): log_pred = torch.log(pred[mask]) log_target = torch.log(gt[mask]) alpha = (log_target - log_pred).sum()/mask.sum() log_diff = torch.abs((l...
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NerfingMVS
NerfingMVS-main/utils/io_utils.py
import os import cv2 import numpy as np import torch import imageio from torchvision import transforms from .colmap_utils import * import pdb def load_img_list(datadir, load_test=False): with open(os.path.join(datadir, 'train.txt'), 'r') as f: lines = f.readlines() image_list = [line.strip() for l...
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py
HiPart
HiPart-main/docs/conf.py
# Configuration file for the Sphinx documentation builder. # # This file only contains a selection of the most common options. For a full # list see the documentation: # https://www.sphinx-doc.org/en/master/usage/configuration.html # -- Path setup -------------------------------------------------------------- # If ex...
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ANP_backdoor
ANP_backdoor-main/optimize_mask_cifar.py
import os import time import argparse import numpy as np from collections import OrderedDict import torch from torch.utils.data import DataLoader, RandomSampler from torchvision.datasets import CIFAR10 import torchvision.transforms as transforms import models import data.poison_cifar as poison parser = argparse.Argum...
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ANP_backdoor
ANP_backdoor-main/prune_neuron_cifar.py
import os import argparse import numpy as np import pandas as pd import torch from torch.utils.data import DataLoader from torchvision.datasets import CIFAR10 import torchvision.transforms as transforms import models import data.poison_cifar as poison parser = argparse.ArgumentParser(description='Train poisoned netwo...
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py
ANP_backdoor
ANP_backdoor-main/train_backdoor_cifar.py
import os import time import argparse import logging import numpy as np import torch from torch.utils.data import DataLoader from torchvision.datasets import CIFAR10 import torchvision.transforms as transforms import models import data.poison_cifar as poison parser = argparse.ArgumentParser(description='Train poisone...
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py
ANP_backdoor
ANP_backdoor-main/models/anp_batchnorm.py
# This code is based on: # https://pytorch.org/docs/stable/_modules/torch/nn/modules/batchnorm.html#BatchNorm2d # only perturbing weights import torch from torch import Tensor import torch.nn as nn import torch.nn.functional as F import torch.nn.init as init from torch.nn.parameter import Parameter class NoisyBatchN...
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py
ANP_backdoor
ANP_backdoor-main/models/mobilenetv2.py
'''MobileNetV2 in PyTorch. See the paper "Inverted Residuals and Linear Bottlenecks: Mobile Networks for Classification, Detection and Segmentation" for more details. ''' import torch import torch.nn as nn import torch.nn.functional as F class Block(nn.Module): '''expand + depthwise + pointwise''' def __init_...
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py
ANP_backdoor
ANP_backdoor-main/models/vgg_cifar.py
'''VGG for CIFAR10. FC layers are removed. (c) YANG, Wei ''' import torch.nn as nn import torch.utils.model_zoo as model_zoo import math __all__ = [ 'VGG', 'vgg11', 'vgg11_bn', 'vgg13', 'vgg13_bn', 'vgg16', 'vgg16_bn', 'vgg19_bn', 'vgg19', ] model_urls = { 'vgg11': 'https://download.pytorch.org/models/v...
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py
ANP_backdoor
ANP_backdoor-main/models/resnet_cifar.py
# This code is modified by # https://github.com/kuangliu/pytorch-cifar/blob/master/models/resnet.py import torch import torch.nn as nn import torch.nn.functional as F class BasicBlock(nn.Module): expansion = 1 def __init__(self, in_planes, planes, stride=1, norm_layer=None): super(BasicBlock, self)._...
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py
ANP_backdoor
ANP_backdoor-main/data/poison_cifar.py
import os import numpy as np from copy import deepcopy from torchvision.datasets import CIFAR10 from torch.utils.data import Dataset from PIL import Image def split_dataset(dataset, val_frac=0.1, perm=None): """ :param dataset: The whole dataset which will be split. :param val_frac: the fraction of valida...
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py
Food-Recipe-CNN
Food-Recipe-CNN-master/python-files/06_02_neural_network_inceptionV3.py
# AUTO-GENERATED FROM JUPYTER NOTEBOOKS # coding: utf-8 # # **Inception V3 Food Classification 230 categories** # # --- # # # In[ ]: import random import numpy as np import matplotlib.pyplot as plt from matplotlib.pyplot import imshow get_ipython().run_line_magic('matplotlib', 'inline') import keras from keras...
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py
Food-Recipe-CNN
Food-Recipe-CNN-master/python-files/05_tSNE.py
# AUTO-GENERATED FROM JUPYTER NOTEBOOKS # coding: utf-8 # # [Chefkoch.de](http://www.chefkoch.de/) Maturaarbeit 2017/18 # ------ # # ## Ziel: # ### # In[1]: get_ipython().run_line_magic('matplotlib', 'inline') import os import random import _pickle as pickle import numpy as np import matplotlib.pyplot from matpl...
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py
Food-Recipe-CNN
Food-Recipe-CNN-master/python-files/06_05_neural_network_feature_extraction_VGG16_experimental.py
# AUTO-GENERATED FROM JUPYTER NOTEBOOKS # coding: utf-8 # # **VGG 16 Bottleneck Feature extraction Food Classification 230 categories ** # # --- # # # https://gist.github.com/Thimira/354b90d59faf8b0d758f74eae3a511e2 # # http://www.codesofinterest.com/2017/08/bottleneck-features-multi-class-classification-keras.ht...
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py
Food-Recipe-CNN
Food-Recipe-CNN-master/python-files/predict_mymodel.py
# AUTO-GENERATED FROM JUPYTER NOTEBOOKS # coding: utf-8 # In[3]: get_ipython().run_line_magic('matplotlib', 'inline') import os import random import numpy as np import keras import matplotlib.pyplot as plt from matplotlib.pyplot import imshow from PIL import Image from keras.preprocessing import image from kera...
11,298
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py
Food-Recipe-CNN
Food-Recipe-CNN-master/python-files/06_03_neural_network_inceptionV3_train_last_layers.py
# AUTO-GENERATED FROM JUPYTER NOTEBOOKS # coding: utf-8 # # **Inception V3 Food Classification 230 categories** # # --- # # # In[1]: import random import numpy as np import matplotlib.pyplot as plt from matplotlib.pyplot import imshow get_ipython().run_line_magic('matplotlib', 'inline') import keras from keras...
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py
Food-Recipe-CNN
Food-Recipe-CNN-master/python-files/07_recurrent_neural_network.py
# AUTO-GENERATED FROM JUPYTER NOTEBOOKS # coding: utf-8 # In[1]: import logging logging.basicConfig(format='%(asctime)s : %(levelname)s : %(message)s', level=logging.INFO) # In[2]: import csv # In[3]: def get_preperation(): merged_list = [] skip_first = False # col name chef_file = '/input/recipe...
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py
Food-Recipe-CNN
Food-Recipe-CNN-master/python-files/06_01_neural_network_fit_data_into_mem.py
# AUTO-GENERATED FROM JUPYTER NOTEBOOKS # coding: utf-8 # # [Chefkoch.de](http://www.chefkoch.de/) Maturaarbeit 2017/18 # ------ # # # Convolutional Neural Network # # ## Ziel: # ### Training vom ersten Model mit [Cloud Computing Power](https://neptune.ml/) # In[1]: import matplotlib.pyplot as plt import matplot...
6,593
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py
Food-Recipe-CNN
Food-Recipe-CNN-master/python-files/06_04_neural_network_feature_extraction_VGG16.py
# AUTO-GENERATED FROM JUPYTER NOTEBOOKS # coding: utf-8 # # **Feature Extraction from FC-2 Layer VGG-16** # # --- # # # In[1]: get_ipython().system("echo 'tqdm\\ntables\\nfalconn\\nPyDrive' > requirements.txt") get_ipython().system('pip install -r requirements.txt') # In[2]: import random import numpy as np ...
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py
Food-Recipe-CNN
Food-Recipe-CNN-master/python-files/models_evaluation.py
# AUTO-GENERATED FROM JUPYTER NOTEBOOKS # coding: utf-8 # ## Find out which model predicts with highest accuracy. # # #### 28.10.2018 # # Download and prepare models and dataset for testing # In[8]: ########################### KNOW RAM AND GPU MEMORY ############################ # Thanks to: Stas Bekman # https:/...
10,613
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py
Food-Recipe-CNN
Food-Recipe-CNN-master/python-files/evaluate_one_model.py
# AUTO-GENERATED FROM JUPYTER NOTEBOOKS # coding: utf-8 # # **Evaluate your best model on the whole dataset** # # --- # # # In[2]: from google.colab import files get_ipython().run_line_magic('matplotlib', 'inline') import os import random import numpy as np import keras import matplotlib.pyplot as plt from m...
10,272
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py
Food-Recipe-CNN
Food-Recipe-CNN-master/deploy/predict_food.py
# coding=utf-8 import numpy as np import pandas as pd import matplotlib.pyplot as plt from sklearn.decomposition import IncrementalPCA from keras.preprocessing import image from keras.applications import VGG16 from keras.applications.imagenet_utils import preprocess_input as preprocess_input_vgg from keras.application...
6,312
36.35503
144
py
Food-Recipe-CNN
Food-Recipe-CNN-master/deploy/utils_food.py
import numpy as np import pandas as pd import matplotlib.pyplot as plt from keras.preprocessing import image def plot_preds(image, probabilities, top_n, categories): """Plot the probabilities from the Inception network.""" plt.imshow(image) plt.axis('off') plt.figure() order = list(reversed(range(...
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38.5
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py
tflite-micro
tflite-micro-main/tensorflow/lite/micro/tools/tflm_model_transforms_test.py
# Copyright 2023 The TensorFlow Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applica...
3,247
37.211765
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py
tflite-micro
tflite-micro-main/tensorflow/lite/micro/tools/requantize_flatbuffer_test.py
# Copyright 2023 The TensorFlow Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applica...
4,714
39.646552
106
py
tflite-micro
tflite-micro-main/tensorflow/lite/micro/testing/generate_test_models.py
# Copyright 2020 The TensorFlow Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applica...
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33.955056
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py
tflite-micro
tflite-micro-main/tensorflow/lite/micro/examples/mnist_lstm/train.py
# Copyright 2022 The TensorFlow Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applica...
6,866
32.334951
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py
tflite-micro
tflite-micro-main/tensorflow/lite/micro/examples/recipes/resource_variables_lib.py
# Copyright 2023 The TensorFlow Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applica...
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32.579832
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py
tflite-micro
tflite-micro-main/tensorflow/lite/micro/examples/recipes/resource_variables_test.py
# Copyright 2023 The TensorFlow Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applica...
2,454
37.359375
86
py
tflite-micro
tflite-micro-main/tensorflow/lite/micro/examples/hello_world/train.py
# Copyright 2023 The TensorFlow Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applica...
4,685
32.234043
107
py
tflite-micro
tflite-micro-main/tensorflow/lite/micro/examples/hello_world/quantization/ptq.py
# Copyright 2023 The TensorFlow Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applica...
4,227
35.448276
139
py
tflite-micro
tflite-micro-main/tensorflow/lite/micro/examples/memory_footprint/create_adder_model.py
# Copyright 2021 The TensorFlow Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applica...
1,956
33.946429
80
py
tflite-micro
tflite-micro-main/tensorflow/lite/micro/kernels/testdata/lstm_test_data_generator_test.py
# Copyright 2023 The TensorFlow Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applica...
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34.527778
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py