From a1ff4ebd9624cb247257ff914bd4d1f68dea0ec6 Mon Sep 17 00:00:00 2001 From: An Xiao <369376805@qq.com> Date: Tue, 9 Mar 2021 20:11:05 +0800 Subject: [PATCH] Add IPT model --- model_zoo/research/cv/IPT/eval.py | 68 ++ model_zoo/research/cv/IPT/image/ipt.png | Bin 0 -> 1751186 bytes .../research/cv/IPT/mindpsore_hub_conf.py | 26 + model_zoo/research/cv/IPT/readme.md | 147 +++ model_zoo/research/cv/IPT/scripts/run_eval.sh | 31 + model_zoo/research/cv/IPT/src/args.py | 239 ++++ .../research/cv/IPT/src/data/__init__.py | 35 + model_zoo/research/cv/IPT/src/data/common.py | 93 ++ model_zoo/research/cv/IPT/src/data/srdata.py | 301 +++++ .../research/cv/IPT/src/foldunfold_stride.py | 241 ++++ model_zoo/research/cv/IPT/src/ipt.py | 1023 +++++++++++++++++ model_zoo/research/cv/IPT/src/metrics.py | 56 + model_zoo/research/cv/IPT/src/template.py | 67 ++ 13 files changed, 2327 insertions(+) create mode 100755 model_zoo/research/cv/IPT/eval.py create mode 100755 model_zoo/research/cv/IPT/image/ipt.png create mode 100755 model_zoo/research/cv/IPT/mindpsore_hub_conf.py create mode 100755 model_zoo/research/cv/IPT/readme.md create mode 100755 model_zoo/research/cv/IPT/scripts/run_eval.sh create mode 100755 model_zoo/research/cv/IPT/src/args.py create mode 100755 model_zoo/research/cv/IPT/src/data/__init__.py create mode 100755 model_zoo/research/cv/IPT/src/data/common.py create mode 100755 model_zoo/research/cv/IPT/src/data/srdata.py create mode 100755 model_zoo/research/cv/IPT/src/foldunfold_stride.py create mode 100755 model_zoo/research/cv/IPT/src/ipt.py create mode 100755 model_zoo/research/cv/IPT/src/metrics.py create mode 100755 model_zoo/research/cv/IPT/src/template.py diff --git a/model_zoo/research/cv/IPT/eval.py b/model_zoo/research/cv/IPT/eval.py new file mode 100755 index 0000000000..dafbb05f6b --- /dev/null +++ b/model_zoo/research/cv/IPT/eval.py @@ -0,0 +1,68 @@ +"""eval script""" +# Copyright 2021 Huawei Technologies Co., Ltd + +# 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 applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# ============================================================================ +import numpy as np +from src import ipt +from src.args import args +from src.data.srdata import SRData +from src.metrics import calc_psnr, quantize + +from mindspore import context +import mindspore.dataset as de +from mindspore.train.serialization import load_checkpoint, load_param_into_net + +context.set_context(mode=context.PYNATIVE_MODE, device_target="GPU", device_id=0) + + +def main(): + """eval""" + for arg in vars(args): + if vars(args)[arg] == 'True': + vars(args)[arg] = True + elif vars(args)[arg] == 'False': + vars(args)[arg] = False + train_dataset = SRData(args, name=args.data_test, train=False, benchmark=False) + train_de_dataset = de.GeneratorDataset(train_dataset, ['LR', "HR"], shuffle=False) + train_de_dataset = train_de_dataset.batch(1, drop_remainder=True) + train_loader = train_de_dataset.create_dict_iterator() + + net_m = ipt.IPT(args) + print('load mindspore net successfully.') + if args.pth_path: + param_dict = load_checkpoint(args.pth_path) + load_param_into_net(net_m, param_dict) + net_m.set_train(False) + num_imgs = train_de_dataset.get_dataset_size() + psnrs = np.zeros((num_imgs, 1)) + for batch_idx, imgs in enumerate(train_loader): + lr = imgs['LR'] + hr = imgs['HR'] + hr_np = np.float32(hr.asnumpy()) + pred = net_m.infrc(lr) + pred_np = np.float32(pred.asnumpy()) + pred_np = quantize(pred_np, 255) + psnr = calc_psnr(pred_np, hr_np, 4, 255.0, y_only=True) + psnrs[batch_idx, 0] = psnr + if args.denoise: + print('Mean psnr of %s DN_%s is %.4f' % (args.data_test[0], args.sigma, psnrs.mean(axis=0)[0])) + elif args.derain: + print('Mean psnr of Derain is %.4f' % (psnrs.mean(axis=0))) + else: + print('Mean psnr of %s x%s is %.4f' % (args.data_test[0], args.scale[0], psnrs.mean(axis=0)[0])) + + +if __name__ == '__main__': + print("Start main function!") + main() diff --git a/model_zoo/research/cv/IPT/image/ipt.png b/model_zoo/research/cv/IPT/image/ipt.png new file mode 100755 index 0000000000000000000000000000000000000000..cc79ab2bc894418507a0d934ac79be25e36c2eea GIT binary patch literal 1751186 zcmce-byQSu*FQXpib@G6-IBu4ohl&RN_WH1-D6Qw(hbtmJv69v_rNfObPnA$zr*)= z?t4A={m=W~d)8u|IoG+)KKt77*>N30Rh4CMo{~KUfj~HNvQp|G5OxO$^l~!s?{CW-&rrQ%iOq_&cy?A_;a(<$g=1syG7}dn zY2-Jo-a5CpYT|ViD;VR(C21(&VCj=D)zLGwV zuSlbqP^;HN81gXrZP4rU%#?Gy_S;-ULqh1xIsQn3_We9sveyArAm&&2G*5iZSx5H# 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