From c06e50946f1c27e6f8c255ed18f9ec6b65ad5e2f Mon Sep 17 00:00:00 2001 From: wxywb Date: Thu, 26 May 2022 16:01:34 +0800 Subject: [PATCH] init the opeartor. Signed-off-by: image-embedding --- README.md | 93 ++++++++++++++++++++++++++++++++++++++++++++- __init__.py | 19 +++++++++ data2vec_vision.py | 37 ++++++++++++++++++ requirements.txt | 2 + result1.png | Bin 0 -> 16748 bytes result2.png | Bin 0 -> 180689 bytes 6 files changed, 150 insertions(+), 1 deletion(-) create mode 100644 __init__.py create mode 100644 data2vec_vision.py create mode 100644 requirements.txt create mode 100644 result1.png create mode 100644 result2.png diff --git a/README.md b/README.md index 59fa07f..626d677 100644 --- a/README.md +++ b/README.md @@ -1,2 +1,93 @@ -# data2vec-vision +# Image Embdding with data2vec + +*author: David Wang* + + +
+ + + +## Description + +This operator extracts features for image with [data2vec](https://arxiv.org/abs/2202.03555). The core idea is to predict latent representations of the full input data based on a masked view of the input in a self-distillation setup using a standard Transformer architecture. + +
+ + +## 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.data2vec_vision(model_name='facebook/data2vec-vision-base-ft1k') \ + .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.data2vec_vision['img', 'vec'](model_name='facebook/data2vec-vision-base-ft1k') \ + .select['img', 'vec']() \ + .show() +``` +result2 + + +
+ + + +## Factory Constructor + +Create the operator via the following factory method + +***data2vec_vision(model_name='facebook/data2vec-vision-base')*** + +**Parameters:** + + +​ ***model_name***: *str* + +The model name in string. +The default value is "facebook/data2vec-vision-base-ft1k". + +Supported model name: +- facebook/data2vec-vision-base-ft1k +- facebook/data2vec-vision-large-ft1k + +
+ + + +## 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..5fd45d1 --- /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 .data2vec_vision import Data2VecVision + + +def data2vec_vision(model_name='facebook/data2vec-vision-base'): + return Data2VecVision(model_name) diff --git a/data2vec_vision.py b/data2vec_vision.py new file mode 100644 index 0000000..e23b8a9 --- /dev/null +++ b/data2vec_vision.py @@ -0,0 +1,37 @@ +# 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 numpy +import torch +import towhee + +from PIL import Image as PILImage + +from transformers import BeitFeatureExtractor, Data2VecVisionForImageClassification +from towhee.operator.base import NNOperator +from towhee.types.arg import arg, to_image_color + +class Data2VecVision(NNOperator): + def __init__(self, model_name='facebook/data2vec-vision-base'): + self.model = Data2VecVisionForImageClassification.from_pretrained(model_name) + self.feature_extractor = BeitFeatureExtractor.from_pretrained(model_name) + + @arg(1, to_image_color('RGB')) + def __call__(self, img: towhee._types.Image) -> numpy.ndarray: + img = PILImage.fromarray(img.astype('uint8'), 'RGB') + inputs = self.feature_extractor(img, return_tensors="pt") + with torch.no_grad(): + outputs = self.model.data2vec_vision(**inputs).pooler_output + + return outputs.detach().cpu().numpy().flatten() + diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000..0c49ac4 --- /dev/null +++ b/requirements.txt @@ -0,0 +1,2 @@ +numpy +transformers>4.19.0 diff --git a/result1.png b/result1.png new file mode 100644 index 0000000000000000000000000000000000000000..e2464405633af591dbcc22c4d6ae63359d4a7756 GIT binary patch literal 16748 zcmeHugYbhmVOFAX9k-LboLclQ#%oAW$+ z&Uv2W`@Vm`Z$F>iy}4@UnwjgGneQxqZ)L^N9^gMfLPA25ln{A`gmkY0cz%2TF7O#g z_J#rp>5-|4u<%<+VPTTDRu+aP<_1Ve5`IxJ_f#V!F+EObB_$+;P(=jZtjauD6Mb`^ z-qS;|Sxn*(+7Ej$5JyAK)XS@$deElc7QzsC*f}))05B<~jEhGd&5Zwp; z2b)zEhDJt)REVfM0{ID4QOhYXq{TP;A1vpZ3rb(+(haeAAU%5Pfu3@3YW0$vo&ABp z+RiltF<8iqdi-l-;}z$Xj;IPrlkyRaX zMKq(lC|0)0^0$AHtv!@B)-i*glxoJeBwV>i zFS|>DgVXqZ(99LX=tyO2+*DiO&Fq9@ z_r}nfUew)pco7yF^ukxtDlL8F{P2+_F3zh-`c+m-A`av-c$NxgcQToo(hYgsm&Yzb?<(c@}wCMwO`DvwQu z{t%V^wut@NWyP}&mJG*I)I6R&PrB(GRVBVtt0#9}lc1D%+=AFJ;e9~1v=#^5yU4^x zz0E^%J5J#K*OB-uyiQj#42Ph5cV^`zgh+^EaV9xvP|n_7+Y02@a(xPH9K2}6gU;eD zYCb`=nzay}q3aZ=Am4pv+Isz^?{g6PLGLFS&a0iHOV|!R`-n&`oB!1pxeMb#YJ!%e|E$6iKW*x&WPqY2T@^^seqn!k-s7ok(4{FEz zoL|g294MzgZ8Oh`s%;Q&q<68orc8hR6xO`Q$*-t`g!s`MJwdujVu#KBDX{~;ME%?M zV13&Oip`wxdv@c)jZ>q<^hJ!x=BwftAr3sY(gqYu3`z`J3_6PXj^9ljy9h#9)VQ=L z`<^Y8PV8=xe6XZ&S<$6a!BJ5`irm2;UDzNj-y!s5VsshDTE0DNF$0IgceQYqZhuSV zazIqMk3*Y{h^HQTSO=UwP-}eSOUsCI8ad!;AOC{sPV~3OMIBfUxA>o+2sKkbxs4(4 zAohMfohL%`ZkA`D`$ZlEvqY1;pjoU{ z6k-8%PZDx3AEqb5t&d8@o`qfezC;RMy! zFDxIiw^8grq9lDe*n4?u?t-0~Etc{$5H%P@=T;0;bf{$P8*0)> z47(?fF=bnvbAxt2NszztgNQIXFlId||HAS`>I;D%;!98~_B^H@j-SXYa?bDzNoI1Q zmm!KG>f$hAF4@{QrewBe#-_0*)uvu18Kx4f57^$Y*_k~buFl)jO!qC2flwmC^?%&j zx7mNSZ)e4O_NpdmQg|?R;@!nd)JVE6o;P@z@mBFx$@{Vj3d2If;?{v#s@6q@am#MK z*6|^%{PMQBj};%=@+b*vy_u2(WlX0wrVkpkSCFXF(1$=Gl_j|)oh3H1SXTRN7_3IgX83D|$yW}k|vmBYnt32)Zj#XG=*<7MN4oJ4pvc#E{7wf&~G z8w?v{UA0{8FUc=W&X>-`k2K@uM^2eJ3J)UgjWi6q+y0hyRG} z{;MbW&j>bIs&#jvp$537v7qYjC1bmvo`M(Ov$h-O4N|5LixCPR`JAIIq0}!j_UshD$mwOE60O_V6gCu!j+qtqtGic}R!TzDj1|ldzK?y2Hq&^oVc_Ce01o3)>(g7UvY{Oj{REPZtl;W;=JQ zu&p4kWxw0{QD3=@=SyW!A_fAEJ0Cm2yriGh7W5?n&z?Q$DgR41`wL&MSuX?B6O1hk zEI%1Zb;*SYng~8hU-DvUFd?_gWALg2gBm$tbXBN-!vxmpWC9ff$~?9=)#gQp3Y z=2X%NAKlUhTfh2=Q<=!j%W%btNl3}U6OX-dTJmRYGp&a?GVJ#`FDfroJV}~O1?vWM zs^6XRwD9X2v1$;weo~z)jl<*Y!LW# zQtN>Fplsz*d-Yv)+3w}V;@QzdY3v@Y-No$PdFOI?Z*tX_s>x~m#>%YkS!p%|mKs+OBX|TP`LYcW(?ux8{l?B^>LnCfOA8*) zeN)`kHPv1hqm-)TpLfi=aH0t%D61-h9^Gf7&jCMUf<-E2=TXF3tu9V^3l$~S^fkEci5&(-C-`w#%;3A{ zA3UR+H0V?pej!4 zN_I2R*bO``IIMvlbm0^+;=@{C#r4lm%C@2omE^<+leyf%4xp3s0Ubeit@Y<{=&{&w z*2z}5z0ZzaqrLmg2p0TkS9seuDWq-6XR40R(VYvyd3JD+l&d45)71!bFTBP++j6r2 zTNFo9EgZQ%cwdr=hlf-@g^EOf2k9f7t!b_I$)66oE$f@AbTjHe^XJju;_1}o-T&# zmf0g2e@)~1OyhmO|B=Q;lue5O6V4-y(X&Hew#VC_Ufs55s=mfqiVBY7#BL%1k`I3a zRY^k`86+Cu`92Z~GCtBB;0YOc^C1)bdKN>bM!Nk+`z<6SUlSyhe~*y`zHeTk!24#- zzrJsW`ykx|{=xv>4k@>Oj=oosa{K2q(p#VpNl-ypQWE%9(6=%$09zYd*z}hV3j+

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