From 990f9c0092c230d5a3f59fbe784d08a0c26db297 Mon Sep 17 00:00:00 2001 From: wxywb Date: Sat, 2 Apr 2022 15:14:13 +0800 Subject: [PATCH] init the dolg. Signed-off-by: wxywb --- README.md | 84 ++++++++++++++++++++++++++++++++- __init__.py | 19 ++++++++ dolg.py | 52 +++++++++++++++++++++ dolg_impl.py | 129 +++++++++++++++++++++++++++++++++++++++++++++++++++ result1.png | Bin 0 -> 10891 bytes result2.png | Bin 0 -> 164356 bytes 6 files changed, 283 insertions(+), 1 deletion(-) create mode 100644 __init__.py create mode 100644 dolg.py create mode 100644 dolg_impl.py create mode 100644 result1.png create mode 100644 result2.png diff --git a/README.md b/README.md index c88b310..34307c5 100644 --- a/README.md +++ b/README.md @@ -1,2 +1,84 @@ -# dolg +# Image Embdding with DOLG + +*author: David Wang* + + + +## Desription + +This operator extracts features for image with [DOLG](https://arxiv.org/abs/2108.02927) which has special design for image retrieval task. It integrates local and global information inside images into compact image representations. This operator is an adaptation from [dongkyuk/DOLG-pytorch](https://github.com/dongkyuk/DOLG-pytorch). + +## Code Example + +Load an image from path './towhee.jpg' to generate an image embedding. + + *Write the pipeline in simplified style*: + +```python +import towhee + +towhee.glob('./towhee.jpg') \ + .image_decode.cv2() \ + .image_embedding.dolg(img_size=512, input_dim=3, hidden_dim=1024, output_dim=2048) \ + .show() + +``` +result1 + +*Write a same pipeline with explicit inputs/outputs name specifications:* + +```python +import towhee + +towhee.glob['path']('./towhee.jpg') \ + .image_decode.cv2['path', 'img']() \ + .image_embedding.dolg['img', 'vec'](img_size=512, input_dim=3, hidden_dim=1024, output_dim=2048) \ + .select('img', 'vec') \ + .show() +``` +result2 + +## Factory Constructor + +Create the operator via the following factory method + +***image_embedding.dolg(img_size=512, input_dim=3, hidden_dim=1024, output_dim=2048)*** + +**Parameters:** + +​ ***img_size***: *int* + +​ Scaled input image size to extract embedding. The higher resolution would generate the more discriminateive feature but cost more time to calculate. + +​ ***input_dim***: *int* + +​ The input dimension of DOLG module (equals pretrained cnn output dimension). + +​ ***hidden_dim***: *int* + +​ The hidden dimension size, local feature branch output dimension. + +​ ***output_dim***: *int* + +​ The output dimsion size, same as embedding size. + +## Interface + +An image embedding operator takes a [towhee image](link/to/towhee/image/api/doc) as input. +It uses the pre-trained model specified by model name to generate an image embedding in ndarray. + + +**Parameters:** + +​ ***img***: *towhee.types.Image (a sub-class of numpy.ndarray)* + +​ The decoded image data in towhee.types.Image (numpy.ndarray). + + + +**Returns**: *numpy.ndarray* + +​ The image embedding extracted by model. + + diff --git a/__init__.py b/__init__.py new file mode 100644 index 0000000..7519ec9 --- /dev/null +++ b/__init__.py @@ -0,0 +1,19 @@ +# Copyright 2021 Zilliz. 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 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. + +from .dolg import Swintransformer + +def dolg(img_size=512, input_dim=3, hidden_dim=1024, output_dim=2048): + return Dolg(img_size, input_dim, hidden_dim, output_dim) + diff --git a/dolg.py b/dolg.py new file mode 100644 index 0000000..d4806b7 --- /dev/null +++ b/dolg.py @@ -0,0 +1,52 @@ +# Copyright 2021 Zilliz. 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 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 logging +import numpy +import towhee +import sys +from pathlib import Path +from torchvision import transforms +from towhee.types.image_utils import to_pil + +from towhee.operator.base import NNOperator, OperatorFlag +from towhee.types.arg import arg, to_image_color +from towhee import register + +@register(output_schema=['vec']) +class Dolg(NNOperator): + """ + DOLG Embedding Operator + """ + def __init__(self, img_size, input_dim, hidden_dim, output_dim): + super().__init__() + sys.path.append(str(Path(__file__).parent)) + from dolg_impl import DolgNet + self.model = DolgNet(img_size, input_dim, hidden_dim, output_dim) + normalize = transforms.Normalize(mean=[0.485, 0.456, 0.406], + std=[0.229, 0.224, 0.225]) + self.tfms = transforms.Compose([transforms.Resize([img_size, img_size]), + transforms.Scale([img_size, img_size]), + transforms.ToTensor(), + normalize]) + + @arg(1, to_image_color('RGB')) + def __call__(self, img: numpy.ndarray): + img = self.tfms(to_pil(img)).unsqueeze(0) + self.model.eval() + features = self.model(img) + feature_vector = features.flatten().detach().numpy() + return feature_vector + diff --git a/dolg_impl.py b/dolg_impl.py new file mode 100644 index 0000000..844e539 --- /dev/null +++ b/dolg_impl.py @@ -0,0 +1,129 @@ +import timm +import torch +import torch.nn as nn +import torch.nn.functional as F +import torch.optim as optim + +class GeM(nn.Module): + def __init__(self, p=3, eps=1e-6, requires_grad=False): + super(GeM, self).__init__() + self.p = nn.Parameter(torch.ones(1)*p, requires_grad=requires_grad) + self.eps = eps + + def forward(self, x): + return self.gem(x, p=self.p, eps=self.eps) + + def gem(self, x, p=3, eps=1e-6): + return F.avg_pool2d(x.clamp(min=eps).pow(p), (x.size(-2), x.size(-1))).pow(1./p) + + def __repr__(self): + return self.__class__.__name__ + '(' + 'p=' + '{:.4f}'.format(self.p.data.tolist()[0]) + ', ' + 'eps=' + str(self.eps) + ')' + +class MultiAtrous(nn.Module): + def __init__(self, in_channel, out_channel, size, dilation_rates=[3, 6, 9]): + super().__init__() + self.dilated_convs = [ + nn.Conv2d(in_channel, int(out_channel/4), + kernel_size=3, dilation=rate, padding=rate) + for rate in dilation_rates + ] + self.gap_branch = nn.Sequential( + nn.AdaptiveAvgPool2d(1), + nn.Conv2d(in_channel, int(out_channel/4), kernel_size=1), + nn.ReLU(), + nn.Upsample(size=(size, size), mode='bilinear') + ) + self.dilated_convs.append(self.gap_branch) + self.dilated_convs = nn.ModuleList(self.dilated_convs) + + def forward(self, x): + local_feat = [] + for dilated_conv in self.dilated_convs: + local_feat.append(dilated_conv(x)) + local_feat = torch.cat(local_feat, dim=1) + return local_feat + + +class DolgLocalBranch(nn.Module): + def __init__(self, img_size, in_channel, out_channel, hidden_channel=2048): + super().__init__() + self.multi_atrous = MultiAtrous(in_channel, hidden_channel, size=int(img_size/8)) + self.conv1x1_1 = nn.Conv2d(hidden_channel, out_channel, kernel_size=1) + self.conv1x1_2 = nn.Conv2d( + out_channel, out_channel, kernel_size=1, bias=False) + self.conv1x1_3 = nn.Conv2d(out_channel, out_channel, kernel_size=1) + + self.relu = nn.ReLU() + self.bn = nn.BatchNorm2d(out_channel) + self.softplus = nn.Softplus() + + def forward(self, x): + local_feat = self.multi_atrous(x) + + local_feat = self.conv1x1_1(local_feat) + local_feat = self.relu(local_feat) + local_feat = self.conv1x1_2(local_feat) + local_feat = self.bn(local_feat) + + attention_map = self.relu(local_feat) + attention_map = self.conv1x1_3(attention_map) + attention_map = self.softplus(attention_map) + + local_feat = F.normalize(local_feat, p=2, dim=1) + local_feat = local_feat * attention_map + + return local_feat + +class OrthogonalFusion(nn.Module): + def __init__(self): + super().__init__() + + def forward(self, local_feat, global_feat): + global_feat_norm = torch.norm(global_feat, p=2, dim=1) + projection = torch.bmm(global_feat.unsqueeze(1), torch.flatten( + local_feat, start_dim=2)) + projection = torch.bmm(global_feat.unsqueeze( + 2), projection).view(local_feat.size()) + projection = projection / \ + (global_feat_norm * global_feat_norm).view(-1, 1, 1, 1) + orthogonal_comp = local_feat - projection + global_feat = global_feat.unsqueeze(-1).unsqueeze(-1) + return torch.cat([global_feat.expand(orthogonal_comp.size()), orthogonal_comp], dim=1) + +class DolgNet(nn.Module): + def __init__(self, img_size, input_dim, hidden_dim, output_dim): + super().__init__() + self.cnn = timm.create_model( + 'tv_resnet101', + pretrained=True, + features_only=True, + in_chans=input_dim, + out_indices=(2, 3) + ) + self.orthogonal_fusion = OrthogonalFusion() + self.local_branch = DolgLocalBranch(img_size, 512, hidden_dim) + self.gap = nn.AdaptiveAvgPool2d(1) + self.gem_pool = GeM() + self.fc_1 = nn.Linear(1024, hidden_dim) + self.fc_2 = nn.Linear(int(2*hidden_dim), output_dim) +# +# self.criterion = ArcFace( +# in_features=output_dim, +# out_features=num_of_classes, +# scale_factor=30, +# margin=0.15, +# criterion=nn.CrossEntropyLoss() +# ) +# + def forward(self, x): + output = self.cnn(x) + + local_feat = self.local_branch(output[0]) # ,hidden_channel,16,16 + global_feat = self.fc_1(self.gem_pool(output[1]).squeeze(3).squeeze(2)) # ,1024 + + feat = self.orthogonal_fusion(local_feat, global_feat) + feat = self.gap(feat).squeeze() + feat = self.fc_2(feat) + + return feat + diff 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