baber/WOPTO huggingface dataset:
Patent AU-2020101122-A4 (AU)
Title: Cnn model based approach towards breast cancer features detection from ultra sound images
Inventor: R DHANAGOPAL
IPC: G06T7/00
Filed: 2020-06-25
Granted: 2020-07-30
Abstract: CNN MODEL BASED APPROACH TOWARDS BREAST CANCER 
FEATURES DETECTION FROM ULTRA SOUND IMAGES 
ABSTRACT 
Breast cancer is the serious cause of death for women globally. The Breast cancer cells divides 
faster to the lymph nodes and even leads damage to other parts of the body. Detection of breast 
cancer as early as possible is very important. Ultra sound is one of the methods to detect breast 
cancer in earlier stage and its advantage is that, it doesn't have any radiation. Machine Learning 
plays a very important role in medical imaging research. Here, the deep learning technique is used 
to classify the breast cancer. The Deep learning methods have great capability in medical research.  
The approach of using image enhancement techniques is to improve the diagnostic accuracy of 
medical image technologies like ultrasound imaging. Computer machine learning advanced 
technologies, for example, Convolutional Neural Networks (CNNs) have risen as a viable tool in 
medical image analysis for the detection and classification of disease in various way progressively.  
Image processing and machine learning techniques helps to diagnose the various disorder in prior 
itself by using the breast ultrasound image. The breast ultrasound image is used to recognize the 
cancer in early stages. Microwave sensor plays a major role in microwave imaging system. The 
main aim of this title is to detect the disease present in the breast images using machine learning 
techniques. Results show that the neural network is superior to the other techniques for 
classification.  
1| P a g e
CNN MODEL BASED APPROACH TOWARDS BREAST CANCER 
FEATURES DETECTION FROM ULTRA SOUND IMAGES 
DIAGRAM 
Figure :reC- IageuagC Feature 
process FaeSegmetation Eaction 
Bcgound and 
Musol RenevalFeature 
Seletion 
Necrmion Training convolutional 
DecisionNeural Network for 
Abnomnal - classificatin 
Testinig
B3emga Malgumat 
Tumor Tumor 
Figure 1: Breast Cancer Feature Detection using CNN Model 
1 |P a g e
Patent AU-2020101740-A4 (AU)
Title: A cold-resistant preservative based on y-aminobutyric acid and its preparation method and application
Inventor: LI JING
IPC: A23B7/16
Filed: 2020-08-10
Granted: 2020-09-17
Abstract: The invention discloses a cold-resistant preservative based on y-aminobutyric acid (GABA) 
and its preparation method and application. GABA and sodium alginate are the effective 
components of the anti-cold preservative , and their contents are 100 ~ 500 g/mL and 0.01 ~ 
0.05 g/mL respectively.  
The anti-cold preservative of the invention can effectively reduce the cold injury symptoms of 
the cold sensitive fruit, improve the cold resistance performance of the fruit, delay the increase 
of the permeability of the cell membrane of the fruit and the process of membrane lipid 
peroxidation, thereby better maintaining the quality of the fruit and prolonging the storage and 
preservation period of the fruit. The anti-cold preservative in the invention has the advantages 
of safety, non-toxicity and good preservative effect, and can avoid potential hazards to human 
beings and the environment caused by the use of chemical preservative. The preparation 
method of the anti-cold preservative is simple, easy to operate, convenient to use, better 
conforms to the current design and research direction of the anti-cold preservative, and has 
better practical value and popularization and application prospect.
Patent AU-2020102131-A4 (AU)
Title: Feeding mechanism of corn stalk cutting and baling machine
Inventor: SHAO LEI
IPC: A01F15/10
Filed: 2020-09-04
Granted: 2020-10-15
Abstract: The present application discloses a feeding mechanism of a corn stalk cutting and baling 
machine and relates to the field of baling machines. The feeding mechanism includes a first 
conveyor belt, a prepressing portion, a feeding box, a switch portion, a second conveyor belt, 
5 pressure sensors and a controller, wherein the first conveyor belt is arranged above the 
feeding box; the prepressing portion includes an upper frame, a first cylinder is fixedly 
installed on the upper frame, and the telescopic end of the first cylinder is fixedly connected 
to a pressure plate; the switch portion includes a first motor, a first gear is installed on a 
rotating shaft of the first motor and meshed with a first rack, one end of the first rack is 
0 fixedly connected to a supporting plate, and the supporting plate is slidably connected to the 
lower end of the feeding box; the second conveyor belt is arranged below the feeding box; the 
pressure sensor is arranged at the upper end of the inner wall of the feeding box; and the 
controller is electrically connected to the pressure sensor and the first cylinder. According to 
the present application, stalks can be prepressed during feeding, thereby saving the pressing 
5 time of a subsequent baling portion and improving the working efficiency of the cutting and 
baling machine.
1/3 
52 
82 581 
15 
53 
0 0 2 
4 
74 
73 
61 72 
63 71 
3 
FIG. 1
Patent AU-2020103531-A4 (AU)
Title: Medical rehabilitator
Inventor: YANG ZHIHAO
IPC: A61H1/02
Filed: 2020-09-24
Granted: 2021-01-28
Abstract: of the Specifications 
The model utility discloses a medical rehabilitator, wherein an electric skid rail is hinged with a connecting 
plate, a mounting frame is fixedly connected with the connecting plate, one end of a supporting rod is fixedly 
connected with the free end of the electric skid rail, and the other end is hinged with a hinged post; One end of the 
first supporting frame is hinged with the hinge post, the other end is hinged with the top end of the second 
supporting frame, the bottom mounting frame of the second supporting frame is hinged, the foot pedal is hinged 
with the foot pedal, the other end of the push rod is fixedly connected with the free end of the electric lead screw, 
which is fixedly connected with the mounting frame. The model utility has the advantages of simple structure, 
convenient implementation and low manufacturing cost. When in use, the angles of the first supporting frame and 
the second supporting frame may be adjusted by the expansion and contraction of the electric skid rail, which is 
convenient for adjustment and later maintenance. In the actual use, the best use position may be adjusted 
according to the different heights of patients, and the use effect is good.
Patent AU-2020104110-A4 (AU)
Title: Earphone housing and earphone
Inventor: HE DING
IPC: H04R1/00
Filed: 2020-12-15
Granted: 2021-03-04
Abstract: Disclosed are an earphone housing and an earphone. The earphone housing 
includes: a housing, a holding-space configured to hold a noise-reduction-microphone is 
formed in the housing. An output opening is formed on the housing, and a metal net is 
formed on a side of the housing away from the output opening. The metal net is used 
for enhancing a noise reduction effect. Due to the metal net is arranged on the side of 
the housing away from the output opening, the noise reduction effect is improved 
through the combination of the metal net and the noise-reduction-microphone.
2/3 
40 
30 
20 13 
50 
100 
1 b 
21 10a 
22 
FIG. 2 
0 0 
000 000 
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FIG.3 
O OIGO O
Patent AU-2021100639-A4 (AU)
Title: Mobile nursing examination system and using method thereof
Inventor: CAO SHIHUA
IPC: G09B7/02
Filed: 2021-02-02
Granted: 2021-05-13
Abstract: The present invention discloses a mobile nursing examination system and a 
using method thereof. Existing nursing examinations are mainly theoretical 
examinations. Relatively less skill examination is used in regular examination of 
nurses. The mobile nursing examination system in the present invention includes a 
PC terminal and a PDA terminal communicated with each other. The PC terminal 
is arranged in a nurse station and is used for querying, breaking up and printing 
medical advice information. The PDA terminal serves as a mobile nursing station.  
A first information confirmation module, a medical advice library, a patient 
information library, a medical advice breakup module, a medical advice printing 
module and a first examination monitoring module are arranged in the PC terminal.  
A second information confirmation module, an information acquisition module, a 
life characteristic input module and a second examination monitoring module are 
arranged in the PDA terminal. In the present invention, examinations and actual 
operations are combined, and reliability of examination results is effectively 
increased. Moreover, the examination method is simple and easy to operate and 
high in standardization, and can comprehensively evaluate whether nurses meet 
corresponding job requirements.
Drawings of Description 
PC PDA 
61 
3:]
FIG. 1 
1
Patent AU-2021104180-A4 (AU)
Title: Method and device for quantitatively estimating the content of surface elements by combining geochemical exploration and remote sensing
Inventor: CHENG GONG
IPC: G01V8/02
Filed: 2021-07-15
Granted: 2021-09-09
Abstract: The invention discloses a method for quantitatively estimating the content of surface 
elements by combining geochemical exploration and remote sensing. It includes step 1: Obtain 
hyperspectral or multispectral remote sensing data in the detection area and adjacent areas; step 
2: Obtain analysis data of geochemical exploration in the detection area or adjacent areas; step 
3: Perform atmospheric correction and geometric correction on the remote sensing data through 
data preprocessing to match the coordinate systems of the remote sensing image with the 
geochemical data; step 4: Use part of the geochemical exploration data as a modeling sample, 
and extract the reflectance of each band of the corresponding location from the remote sensing 
image according to the sample point coordinates; step 5: Calculate the correlation of reflectance 
of each band between the sample geochemical exploration data and the corresponding remote 
sensing data, select the characteristic band, and establish a regression model; step 6: Use the 
regression model to invert the content of each element or compound on the surface of the 
detection area, and display the abnormality in color.
1/2 
FIGURES 
Remote sensing Geochemical 
data. exploration data.  
Data 
preprocessing., 
Sample selection 
Regression 
modeling., 
Quantitative 
inversion,) 
Fig.1
Patent AU-2021105972-A4 (AU)
Title: A Horizontal Drainage System for Consolidating Soft Foundation and Its Construction Method
Inventor: CAO XIULING
IPC: E02D3/10
Filed: 2021-08-19
Granted: 2021-10-28
Abstract: wstrac t U1 "UeNIZ-ptuns 
The invention discloses a horizontal drainage system for consolidating soft foundations, 
which includes a drainage cushion layer laid on the foundation, a plurality of vertical drainage 
plates and a number of vertical water collection pipes, a vertical drainage plate and a vertical 
drainage plate. The vertical water collection pipes are arranged alternately, and the vertical 
drainage plates and vertical water collection pipes are evenly distributed in the foundation; the 
upper end of the vertical water collection pipe protrudes from the surface of the foundation, and 
the rest of the vertical water collection pipe is buried in the foundation; the upper end of the 
vertical drainage plate protrudes into the drainage cushion, and the rest of the vertical drainage 
plate is buried in the foundation. The invention arranges vertical plastic drainage plates and 
vertical water collection pipes in the foundation, and at the same time arranges horizontal plastic 
drainage plates and horizontal connecting pipes, which greatly improves the efficiency of 
consolidated drainage,has the advantages of environmental protection (resource saving), low cost 
and short construction period (factory modular production, on-site installation).
Figure 1 
St001.Clean up the surface of the foundation.tleel the foundation initially, calculate and determine 
the distance betwe en the vertical plastic drainage plate, the vertical water collection pip e, and the 
require ddrainage consolidation time, determine the length of the vertical plastic drainage plate and 
the vertical water collection pip eaccording to the depth of the bottom of the soft soil layer and the 
mechanical parameters; 
S1002 Laythe vertical plastic drainage plate and vertical water collection pipe so that the upper end 
of the vertical drainage plate protrudes from the surface of the foundation. the rest of the vertical 
drainage plate is bune din the foundation. and the upp er end of the vertical water collection pip e 
protrude sfrom the surface of the foundation and the rest is bune dinthe foundation; 
S100.Lay ahorizontal plastic drainage plate and horizontal connecting pip e, connect the 
horizontal connecting pip ewith the vertical water collection pip e, and pre s sthe bottom of the 
horizontal plastic drainage plate to the upper end of the vertical drainage plate; 
S1004:Lay adrainage cushion layer on the surface of the foundation so that the drainage cushion is 
under the horizontal plastic drainage plate, lay as ealing layer on the surface of the drainage 
cushion, and build aconstruction platform on the sealing layer, install avacuum pump on the 
construction platformtand extend the input end of the vacuum pump into the drainage cushion 
through the vacuummtbe.  
Figure 2
Patent AU-2021106778-A4 (AU)
Title: An in situ decontamination method and apparatus
Inventor: AYOUB RAMI
IPC: C02F101/32
Filed: 2021-08-24
Granted: 2022-01-20
Abstract: Disclosed herein is a method and apparatus for the in situ clean-up and/or 
remediation of oil or hydrocarbon spills using granulate material comprising latex, 
rubber or polyolefin particles. The disclosure provides methods for removing oil or 
hydrocarbon from oil- or hydrocarbon-contaminated water, rock, sand or soil, 
comprising the admixing granulate with oil- or hydrocarbon-contaminated water, rock, 
sand or soil such that some or all of the oil or hydrocarbon is adsorbed onto the 
granulate to form a mixture comprising coated granulate, and then separating the 
mixture to remove some or all of the coated granulate to yield water, rock, sand or soil 
that is less-contaminated with the oil or hydrocarbon. The method is performed in situ, 
via an apparatus mounted on a vessel such as a boat.  
(Figure 1)
- 1/2
r 
20 
FIG. 1.
Patent AU-2022100054-A4 (AU)
Title: A water standpipe assembly
Inventor: MARTIN IAN DALE
IPC: B67D7/02
Filed: 2022-04-07
Granted: 2022-05-12
Abstract: A water standpipe assembly including a frame, a pump assembly mounted on the 
frame, a standpipe midsection portion hingedly connected to the outlet assembly 
of the pump assembly and the frame and a standpipe top portion hingedly 
connected to the standpipe midsection portion. The pump assembly includes an 
inlet assembly for receiving water, an outlet assembly for delivering water and a 
pump connected therebetween. The standpipe midsection portion includes a first 
passage operable to directly connect to and receive water from the outlet assembly 
of the pump assembly, and the standpipe top portion includes a second passage 
operable to directly connect to and receive water from the first passage of the 
standpipe midsection portion.
2/11 
337 332 
330 10 
334 e 
317 
-- 310 
340 314 
340 232 
231 
23023 
120 'O 
120 
FIGURE 2
Patent AU-2022100123-A4 (AU)
Title: Fit for purpose measurement system for drill hole logging
Inventor: KOPLAN CHRISTOPHER THOMAS
IPC: E21B47/08
Filed: 2022-09-05
Granted: 2022-10-06
Abstract: A drill hole logging system for measurement of one or more geological parameters of a drill 
hole comprising: an autonomous tracked or wheeled vehicle incorporating an articulating 
arm; a tool canister attached to a distal end of the articulating arm, the tool canister housing 
deployment rigging for a wireline and drill hole logging tool, said tool canister maneuverable 
by the articulating arm for extension to align the canister with the drill hole, the drill hole 
logging tool protected inside the canister during maneuvering and then extended into and 
retracted from the drill hole to conduct measurements.
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Patent WO-2013123573-A4 (WO)
Title: Cabine protectrice détachable pour quadriporteur électrique
Inventor: LAFLEUR LOUISA
IPC: B62D33/06
Filed: 2013-02-19
Abstract: La cabine protectrice détachable pour quadriporteur électrique selon l'invention est composée d'une cabine comprenant un châssis composé de tuyaux recouverts par un système de panneaux en vinyle transparent et souple. Les panneaux sont attachés autour des tuyaux à l'aide de boutons-pression. La cabine est fixée au quadriporteur par des moyens de fixation au pare-choc avant du quadriporteur sur des lattes transversales installées au plancher du quadriporteur ainsi qu'au porte-bagages arrière du quadriporteur. La cabine comprend également une portière avec système de fermeture. Cette cabine peut être installée facilement par des utilisateurs ayant une mobilité ou dextérité réduite.
Patent WO-2011054432-A4 (WO)
Title: Procédé et dispositif d'impression d'un substrat, en particulier d'une carte de circuit imprimé, à l'aide d'une pâte d'impression
Inventor: VEGELAHN TORSTEN
IPC: H05K3/22
Filed: 2010-10-12
Abstract: La présente invention concerne un procédé d'impression d'un substrat, en particulier d'une carte de circuit imprimé, à l'aide d'une pâte d'impression, en particulier d'une pâte de brasage, ledit procédé comprenant : - la pose d'un pochoir sur le substrat, - l'impression du substrat par sérigraphie à travers les ouvertures du pochoir de manière à obtenir au moins une structure d'impression constituée de pâte d'impression, - la séparation du pochoir et du substrat en détachant ces pièces l'une de l'autre, - l'introduction d'une unité d'inspection optique entre le pochoir et le substrat, - le contrôle de la structure d'impression quant à l'épaisseur de la pâte d'impression au moyen de l'unité d'inspection, - l'achèvement de l'impression lorsque le résultat de l'impression atteint au moins une valeur prescrite. L'invention concerne par ailleurs une unité d'inspection (1) et un dispositif d'impression (2).
Patent WO-2021229505-A4 (WO)
Title: Autonomous robot for transferring a solar panel and solar tracker cleaning robot
Inventor: MELLER MOSHE
IPC: F24S40/20
Filed: 2021-05-13
Abstract: Autonomous robot for transporting a robotic cleaner for cleaning at least one solar table of at least one solar row, including a platform, a plurality of wheels, at least one drive motor, a plurality of pistons, an upper rail and a lower rail, at least two tilt sensors, at least one rechargeable power source, at least one proximity sensor, a stop sensor, at least two positioning sensors, a processor and a wireless communicator, the upper and lower rails each being respectively coupled with at least two of the pistons, a first tilt sensor coupled with the upper rail and a second tilt sensor coupled with the lower rail, wherein the pistons can respectively raise and lower the upper and lower rails, each one of the pistons can be independently raised and lowered and the robotic cleaner can communicate wirelessly with the autonomous robot and coordinate cleaning of the solar table.
Patent WO-2012032556-A4 (WO)
Title: Electric vehicle provided with a wind turbine and photovoltaic panels
Inventor: CUNICO MICHELE
IPC: F03D3/04
Filed: 2011-09-07
Abstract: The present invention regard an improvement for the electric car object of the patent for industrial invention n. 0001389629, Italian, title "electric car" name: Cunico Michele application n. RM2010A000115, dep. 09/04/08, Particularly the present invention improves the efficiency and the reliability of the complex constituted by the guide of the air 16, the wind generator 4 and relative structures of support, introducing some valves in the element of guide of the air 16. It also allows the car to acquire energy from the back and side wind by providing of channels empty equipped with wind generator that cross transversally the car.
Patent WO-2011053792-A4 (WO)
Title: Methods and compositions for sustained delivery of drugs
Inventor: NANDURI PADMA
IPC: A61K31/52
Filed: 2010-10-29
Abstract: The present disclosure relates to methods and compositions for the topical sustained delivery of therapeutic agents. Topical application of compositions containing a muscle fasciculating agent result in the sustained release of any therapeutic agent contained within the composition. More particularly, topical application of such compositions to the outer surface of the eyelid of a patient results in increased absorption and sustained release of the therapeutic agent into the eyes or systemically.
Patent WO-2017127306-A4 (WO)
Title: Dérivés d'adamatane pour le traitement d'une infection à filovirus
Inventor: PLEWE MICHAEL
IPC: A61K31/135
Filed: 2017-01-13
Abstract: L'invention concerne des composés de formule structurale (I) conçus pour traiter des infections à filovirus, y compris le virus Ebola et le virus de Marburg.
Patent WO-2020051551-A4 (WO)
Inventor: MCGRANE SCOTT
IPC: A23L27/20
Filed: 2019-09-06
Abstract: L'invention concerne une composition d'arôme comprenant au moins un composé qui module, augmente et/ou renforce l'activité d'un récepteur GPR92, pouvant être utilisée pour augmenter la palatabilité de produits alimentaires pour animaux domestiques. L'invention concerne également des procédés d'identification desdits composés.
Patent CH-646972-A5 (CH)
Title: Process for the preparation of new 5-aroyl-1,2-dihydro-3H-pyrrolo[1,2-a]pyrrole-1-carboxylic acids
Inventor: MUCHOWSKI JOSEPH M
IPC: A61K31/40
Filed: 1984-02-22
Abstract: Novel carboxylic acids of the formula <IMAGE> as the racemate or in the (l) form are prepared by condensing an amide R<1>C6H4CON(CH3)2 with a corresponding (C1-C4)alkyl 1,2-dihydro-3H-pyrrolo[1,2-a]pyrrole-1-carboxylate and hydrolysing the resulting alkyl ester. R denotes hydrogen or C1-C4-alkyl and R<1> denotes hydrogen, C1-C4-alkyl, C1-C4-alkoxy, fluorine, chlorine or bromine. The compounds and their pharmaceutically permissible salts can be used as antiphlogistics, analgesics, fibrinolytics and muscle relaxants in therapy.
Patent CH-685080-A5 (CH)
Title: Inflatable antenna reflector
Inventor: HELLER RUDOLF
IPC: B64G1/22
Filed: 1992-04-15
Abstract: The antenna reflector is intended to be capable of being packed and unfolded as automatically as possible, in particular for use in space. In order to avoid or to reduce the dependency on maintaining the correct pressure in the elements which are to be compressed, clamping rings (2, 3), which can be folded and can be inflated, and space webs (4), which interact with them, as well as ribs (8), which are resistant to tension and folding, are provided in order to connect two membranes (5, 6), which can be clamped on in mirror-image symmetry, in a manner to give the antenna its shape. <IMAGE>
Patent CH-587744-A5 (CH)
Title: Cyclone effect mechanical powder bag filling - uses rotary support for bag filled with powder during support rotary motions
IPC: B29C65/00
Filed: 1975-02-04
Abstract: In the mechanical filling of bags with powdery material the bag is inserted into a rotary support, having a larger volume than the rated volume of the bag. The support is then set into rotation, and a quantity of the powdery material, corresponding to the bag rated volume, is metered out and filled into the bag. Thus the rotation of the support provides a cyclone effect for lateral deposition of the powdery material up to the end of the filling process. Simultaneously a cavity remains free round the axis of rotation. Then the bag opening is hermetically sealed, but affording air permeability. Subsequent pressing fills the central cavity.