baber/WOPTO huggingface dataset:
Patent AU-2018100448-A4 (AU)
Title: Improvements Relating to Building Design
Inventor: HAYTER LINDY
IPC: G06Q50/08
Filed: 2018-04-09
Granted: 2018-05-10
Abstract: A computer (12) implemented method (110) of designing a building (184) 5 comprising: obtaining a selected property address (113); obtaining property information (160-173) relating to the selected property address, the property information comprising boundary information (160); obtaining default (1 14a) or entered (114b) values for building parameters (121), the building parameters (121) comprising at least one of apartment size (124, 125) and 10 number of levels (127, 128); generating a building envelope (135) based on the property information 160-173); dividing the building envelope (136) into one or more buildings (184) based on the building parameter values (121); dividing the one or more buildings (137) into at least one of apartments (185, 186) and levels (127, 128) based on the building parameter values (121); and 15 generating a building design output (188, 191, 201, 301). Ira VALeA1 ~4iaf114b 137~ A~ ii wli7 2o
Patent AU-2018100858-A4 (AU)
Title: Led headlight
Inventor: SHI GUANGMING
IPC: F21S45/43
Filed: 2018-06-22
Granted: 2018-07-26
Abstract: Abstract An LED headlightincludes a base plate and a heat sink, wherein the LED lamp bead arranged on the base plate, wherein the base plate is fastened on the heat absorption surface, wherein a light guide column is disposed on a luminous 5 side of the LED lamp bead, wherein the light guide column has a light incident surface and a light emitting surface, wherein a reflection head is arranged at one end of the light guide column opposite the light incident surface, wherein the light emitting surface is arranged at an outer periphery wall of the one end of the light guide column corresponding to the reflection head, wherein the light incident 10 surface is arranged towards the luminous side of the LED lamp bead, wherein a rear house is mounted on the assembly surface, wherein a concave first cavity is definedat one end surface of the rear house opposite the assembly surface, wherein a heat dissipation fan is arranged in the first cavity, wherein the air outlet side or the suction side of the heat dissipation fan faces the assembly surface, is wherein an air flowing opening communicated with the first cavity is arranged at the rear house. Compared with the prior art, the present utility application achieves transmitting lights by the light guide column, which changes the direction and distribution of the lights, so as to achieve the same luminous position and light uniform distribution in 3600, wherein the service life and the 20 heat dissipation are safer and more reliable.
Patent AU-2018101919-A4 (AU)
Title: Polyvinyl alcohol cinnamate production plant
Inventor: LIAO RUER
IPC: C08F8/14
Filed: 2018-12-03
Granted: 2019-01-17
Abstract: Polyvinyl alcohol cinnamate production plant Abstract 5 Polyvinyl alcohol cinnamate production plant, including: reactor (DI01), esterification kettle (D102), dilution tank (D103), filter (LIO), dryer (L102), dissolving tank (D104), filter (L103); among them, esterification kettle (D102) is connected respectively to reactor (DI01) and dilution tank (D103), dryer (L102) is connected respectively to filter (LIO) and dissolving tank (D104); among them, 10 nominal volume of esterification kettle (D102) is 330-360 L. Figure 1 4-D a)r T UU: a)C)d -H C)i 4 a) -cla C-0 Fig0re
Patent AU-2018101970-A4 (AU)
Title: Sulfomethylated polyacrylamide production plant
Inventor: WANG FANG
IPC: C08F2/10
Filed: 2018-12-05
Granted: 2019-01-31
Abstract: Sulfomethylated polyacrylamide production plant Abstract 5 Sulfomethylated polyacrylamide production plant, including: reactor (D101, D102), tank (F101, F102), pump (J101, J102), granulator (L1O), separator (L102), air blower (L103), dryer (L104), pulverizer (L105); among them, granulator (LIO) is connected respectively to reactor (DI01) and reactor (D102), separator (L102) is connected respectively to reactor (D102) and air blower (L103); among then, nominal 10 volume of reactor (DI01) is 600-700 L. Figure 1 4-d' A{ 4-JJ F r Figure 1
Patent AU-2018101974-A4 (AU)
Title: Extractant 2-methyl-2-methoxypropane production plant
Inventor: WANG HUA
IPC: C07C41/42
Filed: 2018-12-05
Granted: 2019-01-31
Abstract: Extractant 2-methyl-2-methoxypropane production plant Abstract 5 Extractant 2-methyl-2-methoxypropane production plant, including: tank (F101, F102), tubular fixed bed reactor (D101), pump (J101, J102), rectifying column (E101), separator (LIO); among them, pump (JIO) is connected respectively to tank (FlO) and tubular fixed bed reactor (D101), separator (LIO) is connected respectively to tubular fixed bed reactor (DI01) and rectifying column (E10); among them, nominal 10 volume of tank (FlO) is 6.2-6.5 in3 . Figure 1 eating steam from the heating station fractions' j n101 L fM th ano F102tes Steam condensate back to the heating station Figure I
Patent AU-2019101327-A4 (AU)
Title: Anti-acute-myeloid leukemia compound, preparation method and application thereof
Inventor: ZHOU FULING
IPC: C07F9/78
Filed: 2019-11-01
Granted: 2019-12-12
Abstract: Provided are an anti-acute myeloid leukemia compound and a preparation method and application thereof The main treatment means for acute myeloid leukemia is still chemotherapy. However, after chemotherapy, the toxic side effects such as myelosuppression, gastrointestinal reactions and cardiotoxicity often occur, which often make patients intolerant. Therefore, how to reduce the side effects of chemotherapy while ensuring the efficacy is a critical clinical problem to be solved. Anew drug A-Z2 for treating acute myeloid leukemia (AML) is provided, which can inhibit a thioredoxin Trx system and exert anti-AML effect, and reduce the toxic side effects produced by chemotherapy drugs at the same time. 1ll
Patent AU-2020103001-A4 (AU)
Title: Decentralized training and recruitment model for unemployment using blockchain technology
Inventor: BHEEMESWARA SASTRY JANGAM
IPC: G06Q10/06
Filed: 2020-10-24
Granted: 2020-12-24
Abstract: Our invention "DECENTRALIZED TRAINING AND RECURITMENT MODEL FOR 
UNEMPLOYMENT USING BLOCKCHAIN TECHNOLOGY" is an according to OECD Economic 
survey, more than 30+ percent of Indians of age between 19 to 29+ years are neither in 
employment nor in education and training. This is more alarming for our future 
generations if you see the mainstream education system even we are getting an 
encouraging enrolment in schools except the ninth and tenth standard there is a huge 
dropouts happen and later at university level also after passing the class 12 a lot of people 
not getting into graduation due to this India is facing this problem of Unemployment from 
long time. All we need to know where are the jobs we saw that India's growth in a couple 
of years ago especially was spurred by what was happening in the IT space even we could 
assume the World's top IT giants now we have seen that IT perhaps not the best time for 
saying this we need new industries to come up how much of this is a result of the fact that 
IT perhaps not going to take India story ahead if we look at what's happening in America 
with all the challenges facing to do, we need now to make sure that other industries 
follow what Indian IT did for the country. In India jobs are classified as in two levels the 
one would be rule based jobs which in the IT today we are seeing a trend getting more 
into robotics rule based jobs will get more substituted human beings would get over the 
period of time by machines or by programs and so on so forth. Automation take away the 
jobs so we need to rethink where we are going towards developing nation or not. In this 
aspect we need to focus more on supply and demand. In our country there are millions of 
jobs existing that means there is a demand in our country but the problem is with mainly 
two points.  
19
Genesis Node Unemployed Nodes 
LEDG 1 L-EDGER11 ILE DGER11 ILEDGE1 
LEDGER1 LEDGER LEDGERi LEDGER 
Public Sector Private Sector NGO's Enterprise Market 
Figure 1: Block Diagram of One Stop Solution for Unemployment 
Genesis Node Unemployed Nodes 
L-2 Channel L3 Channel L 4 C h a 1 
2 12 3 13 4 L 4 
PUBLIC SECTOR PRIVATE SECTOR NGO'S 
FIGURE 2. SUBNETS CREATED USING HYPERLEDGER FABRIC
Patent AU-2020103579-A4 (AU)
Title: Magnetic induction imaging method and system thereof
Inventor: WANG LULU
IPC: A61B5/05
Filed: 2020-11-20
Granted: 2021-02-04
Abstract: The present invention discloses a magnetic induction imaging method and a system thereof.  
The method comprises the steps of: generating an excitation magnetic field around a target 
5 biological tissue by using alternating current provided by a signal generating device for a signal 
transmitting device, wherein the excitation magnetic field enables the target biological tissue to 
generate an induced magnetic field and/or a scattered magnetic field, which can be detected by a 
signal detector; generating a three-dimensional image of the target biological tissue according to 
a detection result; and displaying the image by an image display device, so that magnetic 
0 induction imaging is realized. On the one hand, it is unnecessary to be in contact with the target 
biological tissue, it is non-invasive, and there is no need to paste any electrodes on the target 
biological tissue. On the other hand, three-dimensional imaging can be realized and displayed, 
and the imaging information is more comprehensive. In practical application, three-dimensional 
imaging of diseased target biological tissues such as brain, lung, breast and other positions can 
5 be collected, so that multiple diseases such as stroke, lung cancer and breast cancer can be 
detected more accurately, the detection effect can be improved, and continuous monitoring can 
be performed.
1/3 
controlling the signal generating device to generate electromagnetic wave signals andy 
outputting the electromagnetic wave signals to the signal transmitting device in the 
form of alternating current 
controlling the signal transmitting device to scan the target biological tissue, and 12 
generating an excitation magnetic field around the target biological tissue through the 
alternating current, so that the target biological tissue generates an induced magnetic 
field and/or a scattered magnetic field under the action of the excitation magnetic field 
controlling the signal detecting device to scan the target biological tissue and detect 13 
the induced magnetic field and/or the scattered magnetic field 
generating a three-dimensional image of the target biological tissue according to the 14 
detected induced magnetic field and/or scattered magnetic field, and sending the 
three-dimensional image to the image display device for display 
FIG. 1 
205 
signal transmitting 
device 
signal generating /--202 
device 
204201 
image display device _ control device 
signal detecting 203 
device 
FIG. 2
Patent AU-2020103873-A4 (AU)
Title: A yield-and-quality improvement method for existing old apple orchards
Inventor: HE YONGBO
IPC: A01G17/00
Filed: 2020-12-03
Granted: 2021-02-11
Abstract: The present invention provides a method for improving the yield of an old apple tree orchard 
based on the existing orchard, which belongs to the technical field of fruit tree cultivation and 
management. Through planting healthy seedlings and trimming and grafting old trees after 
intermediate cuttings of half of the old trees and deep plowing, sterilizing, sun-drying, and 
fertilizing the soil, the present innovation overcomes the problem of high investment and long time 
to rebuild the orchard, eliminates the occurrence of replanting diseases by related measures, and 
avoids the substantial decline in economic benefits caused by orchard transformation.
Patent AU-2021101580-A4 (AU)
Title: Remote sensing image classification method for multi-task iterative learning and memorizing
Inventor: PENG JIAN
IPC: G06K9/66
Filed: 2021-03-27
Granted: 2021-05-20
Abstract: A remote sensing image classification method for multi-task iterative learning 
and memorizing is provided and includes: initializing previous parameters, a fixed 
weight, and a temporary weight, performing a prediction performance; calculating a 
sensitivity of each parameter; training the model by using a modified loss function to 
thereby learn the previous parameters, when the model learns a new task; developing 
a new neuron to learn a new class in the new task, re-initializing the temporary weight 
to learn the temporary weight, performing the prediction performance; calculating the 
sensitivity matrix of parameters added in a loss function for a training of a next task 
by using the sensitivity matrix of the parameters by using training data of the new 
task; repeating the above steps when the new task is coming for training; performing a 
remote sensing image classification by using the classifier of the model as trained.
start 
initializing previous parameters of a classifier of a model, a fixed weight of the classifier, and a 
temporary weight of the classifier, obtaining the and the by training, assigning the to the , and 
performing a prediction performance by using the and the 
calculating sensitivity matrix of parameters 
modifying an original loss function and adding a regularization term, when the model learns a new 
task, and learning the previous parameters of the classifier 
developing a new neuron, re-initializing the temporary weight of the classifier, training the model to 
obtain the , assigning the to the , and performing the prediction performance by using the and the 
calculating the sensitivity matrix of the parameters of a current task by the model; accumulating and 
averaging the sensitivity matrix of the parameters of the current task and the sensitivity matrix as previously 
calculated to obtain the sensitivity matrixes of the parameters as new 
a new task is coming 
end 
FIG. 1 
1
Patent AU-2021103100-A4 (AU)
Title: Method for preparing modified biochar adsorption material and application thereof
Inventor: ZHENG LIWEN
IPC: C02F1/62
Filed: 2021-06-04
Granted: 2021-08-05
Abstract: The present invention provides a method for preparing a modified biochar 
adsorption material. The method comprises the following steps: treating a raw 
material; preparing biochar; preparing a modified biochar adsorption material; and 
adding the biochar, a modifier and a solvent that are ground into a round-bottom flask, 
heating and stirring a mixture, adding a catalyst after cooling, adjusting a pH of a 
reaction liquid, continuing a reaction, conducting filtration after the reaction, and 
drying and grinding a solid after the solid is washed to obtain the modified biochar 
adsorption material. The material has advantages of that the preparation method 
thereof is cost-effective and that it has a high adsorption speed and adsorption efficacy, 
and it can adsorb heavy metal ions selectively and can enable a preparation method of 
fast solid-liquid separation of the modified magnetic biochar adsorption material, such 
that the material can be applied to selectively removing heavy metal ions in a water 
body.
Patent AU-2021104921-A4 (AU)
Title: Easily dismantled assembly for mounting vehicle tent
Inventor: LONG SHIHU
IPC: E04H15/06
Filed: 2021-08-04
Granted: 2021-09-30
Abstract: The utility model relates to the technical field of automobile parts and components, in 
particular to an easily dismantled assembly for mounting a vehicle tent. The easily dismantled 
assembly for mounting the vehicle tent comprises a primary connecting piece connected with 
a roof rack, wherein an outer end portion of the main connecting piece is provided with an 
upward protruding lug; and a secondary connecting piece connected with the vehicle tent, 
wherein an outer end portion of the secondary connecting piece is provided with a plugging 
space opened in a lower end, and the lug is matched with the plugging space and is inserted 
into the plugging space. By arranging the easily dismantled assembly, it is convenient to fix 
the vehicle tent to the roof rack and to dismantle the vehicle tent.
3/4 
1 
16 
13 14 
17 
Fig. 3 
A 
Fig. 4
Patent AU-2021105154-A4 (AU)
Title: Adaptive Hierarchical Sampling for image Classification
Inventor: YUE ZHENYA
IPC: G06N3/04
Filed: 2021-08-09
Granted: 2021-11-11
Abstract: : 
Deterministic down-sampling of an unordered point cloud in a deep neural network has 
not been rigorously studied so far. Existing methods down-sample the points regardless 
of their importance to the network output. As a result, some important points in the 
point cloud may be removed, while less valuable points may be passed to next layers.  
In contrast, the proposed adaptive down-sampling method samples the points by taking 
into account the importance of each point, which varies according to application, task 
and training data. In this patent, we propose a novel deterministic, adaptive, 
permutation-invariant down-sampling layer, called Critical Points Layer (CPL), which 
learns to reduce the number of points in an unordered point cloud while retaining the 
important (critical) ones. Unlike most graph-based point cloud down-sampling methods 
that use k-NN to find the neighboring points, CPL is a global down-sampling method, 
rendering it computationally very efficient. The proposed layer can be used along with 
a graph-based point cloud convolution layer to form a convolutional neural network, 
dubbed CP-Net in this patent. We introduce a CP-Net for 3D object classification task 
that achieves high accuracy for the ModelNet40 dataset among point cloud based 
methods, which validates the effectiveness of the CPL.  
1
FigI.  
features 
features 
points -___ __ 
Gather " " " 
resize 
Points smemsas 
max arg-max sort 
_sorto+ x dx I 
set Critical Points 
11 1l 1l 11 | 1 1 I l I| || I 7 -L D I LEI 
ElMaximum value in column fS 
Fig2.  
features 
features 
poits resize Gather 
nPoints 
repeat 
max arg _max 
fsu a 
1 st Weighted 
1 1 11 11 11 11 11 11 _ ___ ___ U 1+!,y t Critical Points 
El Max imumnvalue in column 
1"X" [21
Patent WO-2013142932-A4 (WO)
Title: System for the integration of signal-transmission/-reception technologies for highway use
Inventor: COELHO CARLOS ANTONIO
IPC: G01S19/13
Filed: 2013-03-25
Abstract: The present invention relates to a system that integrates various transmission/reception technologies, e.g. satellite, frequency modulated (FM), etc. for specific highway use, allowing the use of one and the same frequency-modulated frequency along a road in a synchronized manner.
Patent WO-2013121045-A4 (WO)
Title: Structure d'enveloppe pour un bâtiment
Inventor: BRAND RUDOLF
IPC: E04B1/76
Filed: 2013-02-18
Abstract: L'invention concerne une structure d'enveloppe (1) pour un bâtiment, comportant une couche interne (3) côté intérieur, pourvue ou non d'une couche isolante (7), et une couche externe (2), cette structure comportant également une couche (4) réfléchissant le rayonnement thermique, laquelle est adjacente à la face (5) côté intérieur de la couche externe et dont la surface réfléchissant le rayonnement thermique jouxte une couche d'air (10). Selon l'invention, la couche interne et la couche externe sont fixées l'une et l'autre par une pluralité d'éléments d'ancrage (9) à effet statique de sorte qu'une couche d'air (10) est formée entre la couche interne et la couche externe, cette couche d'air étant adjacente, côté intérieur, à la couche (4) réfléchissant le rayonnement thermique, cette couche réfléchissant le rayonnement thermique étant traversée par les éléments d'ancrage (9) à effet statique.
Patent WO-2022214470-A4 (WO)
Title: Optical waveguide, optical waveguide system, light confining structures, light energy storage structure, light energy storage system, and energy storage and/or conversion system
Inventor: CRUZ ALUIZIO M
IPC: H01L31/055
Filed: 2022-04-05
Abstract: The present application is directed in various illustrative embodiments to an optical waveguide, an optical waveguide system with such an optical waveguide, a light energy storage structure, light confining structures, a light energy storage system and an energy storage and/or conversion system with such an optical waveguide system. In an aspect, an optical waveguide is provided, comprising an optical fiber with a fiber core and an optical active cladding structure over at least a portion of the fiber core at a first end of the optical waveguide, wherein the optical active cladding structure comprises a Bragg mirror stacking having a high transmittance in a first wavelength region and a high reflectivity in a second wavelength region of wavelengths longer than wavelengths in the first wavelength region, and a wavelength conversion coating over the fiber core of the optical fiber. The wavelength conversion coating is configured to convert radiation with wavelengths in the first wavelength region into radiation with wavelengths in the second wavelength region and the Bragg mirror stacking is disposed over the wavelength conversion coating.
Patent WO-2011080569-A4 (WO)
Title: Élément abrasif à structure ouverte
Inventor: CHUNG-FAT MERVYN
IPC: B24D11/02
Filed: 2010-12-27
Abstract: L'invention porte sur un article abrasif incluant un tissu comprenant une face antérieure et une face postérieure. La face antérieure est formée de premiers fils tricotés. Chaque fil des premiers fils tricotés comprend une pluralité de filaments. Des fils d'une pluralité s'entrelacent avec les premiers fils tricotés et s'étendent entre la face antérieure et la face postérieure. La pluralité de fils définit un espace creux entre la face antérieure et la face postérieure. L'article abrasif comprend également des grains abrasifs collés sur la face antérieure du tissu.