baber/WOPTO huggingface dataset:
Patent AU-2020100980-A4 (AU)
Title: Table structure with screen
Inventor: HO CHIH FENG
IPC: A47B3/00
Filed: 2020-06-10
Granted: 2020-07-16
Abstract: OF THE DISCLOSURE 
A table structure with a screen includes: a table body, a first rotating shaft 
configured on a lower side thereof, and a second rotating shaft one side thereof; 
a support, in connection with the table body through the first rotating shaft; a 
5 base, configured on a lower side of the support; a support arm, one side 
thereof configured on the second rotating shaft of the table body, and another 
side thereof provided with a third rotating shaft; and a screen, configured on 
the third rotating shaft of the support arm. Therefore, one side of the table 
body being configured with the second rotating shaft, the lower side of the 
10 table body the first rotating shaft and the second rotating shaft being in 
connection with the support arm and the third rotating shaft, third rotating 
shaft and screen allow the screen be closed to the table body.
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FIG. 4
Patent AU-2021100168-A4 (AU)
Title: A bag
Inventor: TATCHELL LAREEKA
IPC: A45C3/08
Filed: 2021-01-12
Granted: 2021-04-08
Abstract: Summary 
A bag comprises a body comprising a front side, a rear side and an opening 
providing access into a storage cavity inside the body. A flap is provided on the 
body that is moveable between an open condition and a closed condition, wherein in 
the open condition the opening is uncovered by the flap and wherein in the closed 
condition the flap covers the opening and extends at least in part over a surface of 
the front side of the body. The bag also comprises fastening means for releasably 
securing the flap to the surface of the front side when the flap is moved into the 
closed condition. A removable decorative cover is dimensioned to extend 
continuously around the body to cover substantially the flap, the rear side and the 
front side, wherein the removable decorative cover is removably attachable to at 
least the flap and to the front side.
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Patent AU-2021100821-A4 (AU)
Title: Recognition method and system for alluvial stratum sedimentary rhythms disturbed by human beings
Inventor: LIU DEXIN
IPC: G01V11/00
Filed: 2021-02-10
Granted: 2021-04-22
Abstract: The present disclosure discloses a recognition method and system for alluvial stratum 
sedimentary rhythm disturbed by human beings. The method includes the following steps: 
counting the pollen quantity of each family and genus in rock samples at continuous 
different depth of alluvial strata; calculating the proportion of the pollen quantity of each 
family and genus in the total pollen quantity of the rock sample to which the pollen quantity 
belongs, and recording the proportion as a concentration; recognizing the sedimentary 
rhythms of the alluvial strata based on the concentration of pollens of each family and genus 
at continuous different depth of the alluvial strata. The sedimentary rhythm recognition 
method and system provided by the present disclosure take the concentrations and types of 
the pollens as substitute indexes for the recognition of the alluvial stratum sedimentary 
rhythms, which can recognize the sedimentary rhythms more accurately and are more 
suitable for the recognition of stratum rhythms disturbed by human beings.
1/3 
Count the pollen quantity of each family and genus in rock samples at continuous 101 
different depth of alluvial strata 
Calculate the proportion of the pollen quantity of each family and genus in the total 102 
pollen quantity of the rock sample to which the pollen quantity belongs, and 
recording the proportion as a concentration 
Recognize the sedimentary rhythms of the alluvial strata based on the concentration 103 
of pollens of each family and genus at continuous different depth of the alluvial 
strata 
FIG. 1 
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Pollen percentage (%) Total sum of square 
FIG. 2
Patent AU-2021104135-A4 (AU)
Title: Method for identifying and breeding new drought-resistant peanut varieties through drought-wetness synchronization and drought-wetness alternation
Inventor: Wan Yongshan
IPC: A01G22/40
Filed: 2021-07-14
Granted: 2021-08-26
Abstract: OF THE DISCLOSURE 
The invention discloses a method for identifying and breeding new drought-resistant 
and high-yield peanut varieties through drought-wetness synchronization and 
drought-wetness alternation, which comprises the following steps: in the breeding process 
of new drought-resistant peanut varieties, conducting drought-wetness synchronization 
and drought-wetness alternation treatment on advanced-generation materials; and after 
treatment, conducting yield measurement respectively, calculating the drought resistance 
coefficient and the drought resistance index, and identifying the drought resistance and 
yielding ability of the peanut varieties through the drought resistance coefficient, the 
drought resistance index and yield data. By means of the drought-wetness synchronization 
and drought-wetness alternation identification method of the invention, the drought 
resistance and yield of new peanut varieties can be quickly and accurately identified, and 
the efficiency and accuracy of drought-resistant peanut breeding can be significantly 
improved.
Seedling Flowering and peg Middle and late Full fruit 
emergence Seedling setting stage-the pod stage of pod formation 
stage stage expansion stage bearing stage 
Drought Water Drought Water Drought Water 
treatmnt :1 DO DD1 DW2 DD3 DW4 
WtWater Water water Water 
treatment 1W234 
W _ W1 W2 W3_W 
(Control) v: ---:---- --------4 t--
FIGURE 1 
Page 1/1
Patent AU-2021105130-A4 (AU)
Title: Method for treating hard roof through hydraulic fracturing
Inventor: XIA BINWEI
IPC: E21C37/12
Filed: 2021-08-09
Granted: 2021-10-07
Abstract: OF THE DISCLOSURE 
Disclosed is a method for treating a hard roof through hydraulic fracturing. The 
method comprises the following steps: (1) measuring the stress state of a hard roof to be 
fractured; (2) selecting two corresponding different fracturing schemes according to the 
obtained stress state; (3) selecting drilling positions and drilling parameters and 
constructing fracturing drill holes; and (4) carrying out hydraulic fracturing on the hard 
roof. The method has the advantage that the two corresponding different fracturing 
schemes can be adopted in accordance with the specific circumstance that crustal stress 
is different. Compared with former fracturing methods, the method has the advantages 
that the consideration is more comprehensive, the selection of the fracturing methods is 
more flexible, the fracturing operation is more target-oriented, and fractured cracks 
beneficial to weakening a coal seam overlying hard roof are formed more conveniently, 
so that the hard roof is weakened, timely fracture of the hard roof is finally achieved, the 
roof weighting step is shortened, strong strata pressure behaviors on a working face are 
reduced, and the safety production of underground coal mines is facilitated.  
ABSTRACT DRAWING - FIG 1 
17952259_1 (GHMatters) P116973.AU
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179522411 (GHMaters) P116973.AU
Patent AU-2021106440-A4 (AU)
Title: A novel robust artificial intelligence based software modelling tool with long short-term memory to detect web attacks
Inventor: SARANGI SANJAYA KUMAR
IPC: G06N3/08
Filed: 2021-08-22
Granted: 2021-12-09
Abstract: A NOVEL ROBUST ARTIFICIAL INTELLIGENCE BASED SOFTWARE 
MODELLING TOOL WITH LONG SHORT-TERM MEMORY TO 
DETECT WEB ATTACKS 
ABSTRACT 
Web Applications are network accessible over the internet and often contain 
vulnerabilities. The Cyber attackers believe web applications to be attractive targets for 
their attacks. The Service providers and customers can suffer severe financial losses due 
to SQL injection, Cross-Site Scripting (XSS), Database Attacks, Dynamic Code 
Execution (DCE), and Remote Code Execution (RCE) attacks which are most common 
form of attacks can disable web services. These attacks should be monitored, and 
automatically characterize when attacks are attempted to understand the execution 
behaviour of Web Application. The present invention disclosed herein is a Novel 
Robust Artificial Intelligence based Software Modelling Tool with Long Short-Term 
Memory to detect Web Attacks comprising of Record Traces (101), Dataset (102), 
Sampling (103), Training Data (104), Testing Data (105), LSTM Model (106), 
Threshold (107), and Classification and Model Evaluation (108); provides a new robust 
Artificial Intelligence (AI) based Software Modelling Tool for automatically detecting 
and characterizing the web attacks. The present invention disclosed herein comprising 
of Long Short-Term Memory (LSTM) Model to improve the prediction accuracy of Al 
based Software Modelling Tool. The main embodiments of the present invention are 
compared with the existing inventions such as Support Vector Machine (SVM), Naive 
bayes, and Autoencoder Deep Learning algorithms. The present invention disclosed 
herein with Long Short-Term Memory (LSTM) Model converts raw data into deep 
learning features and does not required pre-label data for training the model. The 
present invention disclosed herein is showing Accuracy of 97.61%, Precision of 90%, 
Recall of 90.99%, and Fscore of 90.49%. The length of the dataset used in the present 
disclosure is 666 records out of which 532 records are used for training and 134 records 
are used for testing the Al based Software Modelling Tool.
1/4 
A NOVEL ROBUST ARTIFICIAL INTELLIGENCE BASED SOFTWARE 
MODELLING TOOL WITH LONG SHORT-TERM MEMORY TO 
DETECT WEB ATTACKS 
DRAWINGS 
RECORD TRACES 
DATASET 4.102 
104 106 107 
TRAININGDATA 
SAMPLING 
TESTINGDATA 
105* 
CLASSIFICATION AND MODEL EVALUATION 
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Figure 1: A Novel Robust Artificial Intelligence based Software Modelling Tool with 
Long Short-Term Memory to detect Web Attacks
Patent AU-2021106714-A4 (AU)
Title: A SYNTHESIS AND ENERGY TRANSFER FROM Pb2+ TO Dy3+ IONS IN CaTiO3 PHOSPHOR FOR WHITE LIGHT LED
Inventor: TAIKAR DEEPAK
IPC: C09K11/66
Filed: 2021-08-24
Granted: 2021-12-09
Abstract: A SYNTHESIS AND ENERGY TRANSFER FROM Pb2+ TO Dy3+ IONS IN CaTiO 3 
PHOSPHOR FOR WHITE LIGHT LED 
The present invention relates a synthesis and energy transfer from Pb2+ to Dy3+ ions in CaTiO 3 
phosphor for white light LED. In the present invention CaTiO 3 activated Pb2+ and Dy 3+ with 
different doping concentrations are prepare by combustion technique. The prepared phosphors 
are characterized by XRD, SEM, and photoluminescence (PL) techniques. The Pb2+ doped 
CaTiO 3 phosphor exhibits broad n-UV emission. The effect of varying Pb2+ doping 
concentration on PL result and critical transfer distance are studied. The PL spectra of 
CaTiO3:Pb2+,Dy3+ exhibit characteristic Dy 3 emission in blue (483 nm) and yellow (578 nm) 
region. At higher concentration of Dy3+in CaTiO 3:Pb3+ Dy3+ phosphor, efficient energy transfer 
occur from Pb2 to Dy. CaTiO 3:Pb ,Dy" phosphor emits light in white region is useful 
material for UV-LED converted white phosphor for white-lighting technology
Patent AU-2021107017-A4 (AU)
Title: A machine learning-based system for detection of diseases and other breakout for effective counter measures
Inventor: DONGARE ATHARVA
IPC: G16H50/80
Filed: 2021-08-24
Granted: 2021-12-09
Abstract: The present invention generally relates to a machine learning based 
system for detection of diseases and other breakout for effective counter 
measures comprises an acquisition module for receiving data from all 
hospitals which is related to respective diseases; detecting model and 
sorting the data using various types of machine learning approaches; 
wherein the decision tree's nodes each ask a query about the data, and 
the branches reflect potential answers; a centralised cloud connecting via 
mobile app and website configured for receiving the model; and a 
prediction module for sending prediction data to the server for 
calculations that helps to get the detailed idea and thereby the dataset is 
fine-tuned and configured to update the model.  
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Patent AU-2021107023-A4 (AU)
Title: Installation for the control of water pollution.
Inventor: JEDRAS BLAIR
IPC: B01D29/23
Filed: 2021-08-24
Granted: 2021-12-02
Abstract: FOR TRASH TRAWLER 
A device used as an installation for the control of water pollution connected to stormwater drains 
to remove gross pollutants from stormwater. Fixing rails (1) secure the devices to the outlet of 
the stormwater drain outlets. The device includes a half pipe shute (2) to direct stormwater, high 
flow bypass weirs (8), a safety barrier (3) to eliminate the possibility of entanglement in the 
devices collection net (5). The collection net (5) is fixed to the net connector (4) which is 
connected to the downstream end of the half pipe shute (2). The net connector (4) is secured to 
the half pipe shute by the net connector locators (7).
1/3 
DRAWINGS FOR TRASH TRAWLER 
2 
Figure1I 
1. Fixing Rails 
2. Half Pipe Shute 
3. Safety Barrier 
4. Net Connector 
5. Collection Net 
6. Lifting Points 
7. Net Connector Locators 
8. High Flow Bypass Weir
Patent AU-2021107520-A4 (AU)
Title: Underground Portable Precise Irrigation Device with backup water storage
Inventor: REDDY TAMMANAGARI MEGHNA
IPC: E03B3/06
Filed: 2021-08-25
Granted: 2022-01-06
Abstract: Page 1 of 2 
PLICANT(S): Tammanagari Meghna Reddy, TRR College of Engineering 
ABSTRACT 
Underground Portable Precise Irrigation Device with backup water storage 
(001) is an automatic irrigation device meant to maintain the soil moisture for 
sensitive plants during the time of shortage of water. The device comprises an 
irrigation ring (009) with micro drip irrigation holes (010)resting on a water column 
channel (002) together as whole provides a circular area of moist soil. The lower 
part of the device which rests under the ground while functioning has a water pump 
column (003) with a corrosion free water transportation pipe (004) connecting tank 
and the pump. Below the tank there is a power and control unit column (005) along 
with a DC power connector (006) having a microcontroller circuit and a set of 
rechargeable battery. The water pump rests on a resting column 1 (011) whereas 
the power and control unit rests on the resting column 2 (012). The device 
comprises a soil moisture sensor inbuilt in the power and control unit and an 
auxiliary water storage tank (008) to support drip irrigation as and when required.
Page l of 2 
PLICANT(S): Tammanagari Meghna Reddy, TRR College of Engineering 
DRAWINGS 
TITLE: Underground Portable Precise Irrigation Device with backup water storage 
002 
005 
0013 
009F00304 006 
007 
008*
Figure 1: Full view
Patent WO-2016165685-A4 (WO)
Inventor: BORRISS RAINER
IPC: C05G3/60
Filed: 2016-04-13
Abstract: Th invention relates to a biological product for increasing the yield of crop plants. The invention can be used in agriculture, horticulture and plant protection. The product for stimulating the growth of crop plants is characterized by containing a cold-tolerant Bacillus strain.
Patent WO-2009118082-A4 (WO)
Title: Dispositif de production de gaz de synthèse présentant un réacteur de gazéification à chambre de trempe connectée
Inventor: KOWOLL JOHANNES
IPC: C10J3/50
Filed: 2009-02-27
Abstract: L'invention concerne un dispositif de production de gaz brut à teneur en CO ou en H 2 , par gazéification d'un combustible renfermant des cendres, au moyen d'un gaz renfermant de l'oxygène, à des températures supérieures à la température de fusion des cendres, dans un réacteur de gazéification, et au moyen d'une chambre connectée de refroidissement de gaz, et d'un canal de transition se réduisant d'une chambre à l'autre. L'invention a pour but, en plus d'éviter les inconvénients connus et de réduire la quantité de cendres volantes, ainsi que les quantités de combustibles non gazéifiés, de n'avoir qu'une faible turbulence dans l'entrée des appareils montés en aval, en vue d'y éviter des dépôts, pour un dispositif très compact, abstraction étant faite du risque de solidification des cendres à la sortie. A cet effet, l'invention est caractérisée en ce qu'il est prévu dans le canal de transition aminci (5), des surfaces de paroi (6) ne traversant qu'une partie de la section du canal de transition, diminuant ou empêchant la turbulence.
Patent WO-2010013073-A4 (WO)
Title: Plaque d'exercice libre
Inventor: KELESIDIS VASILEIOS
IPC: A63B21/012
Filed: 2009-07-09
Abstract: L'invention porte sur une plaque d'exercice libre qui est constituée par une base principale (11), qui porte l'anneau (20) portant des billes fortement dimensionnées, sur lequel la plaque circulaire se déplace (12), avec une pression qui provient, pendant l'exercice, de deux pédales indépendantes (13), qui se déplacent sur les anneaux à petites billes (21), dont l'inclinaison (12, 13) est commandée, respectivement et de façon marginale, par la grosse (25) et les deux petites (23) boucles de délimitation en relation directe entre elles, et la résistance d'un élément est généralement ajustée par le tampon de frottement (19), par l'intermédiaire d'un câble de Bowden (24). Le mouvement libre relatif de la plaque circulaire (12) et, indirectement, des pédales indépendantes (13) sur la base principale (11), offre la possibilité de mouvements relativement libres bien que marginaux dans une quelconque direction possible et, par conséquent, d'une combinaison de différentes méthodes d'exercice, sans la nécessité d'une quelconque modification de l'élément, à moins que l’utilisateur désire changer d'exercice.
Patent WO-2013027105-A4 (WO)
Title: Semelle amovible ultrafine pour chaussure, à compensation de température active
Inventor: BERNET CLAUDIA
IPC: A43B7/14
Filed: 2012-08-20
Abstract: La présente invention se rapporte à une semelle intérieure chauffante (10) qui est ultrafine et assure une compensation de température. La semelle intérieure chauffante (10) a une structure disposée en couches. Les couches individuelles sont reliées les unes aux autres par application de pression et de chaleur. Les couches se composent au moins d'un revêtement non tissé (12), d'une matière thermocollante non tissée (14), d'une couche centrale (16) et d'une couche finale bleue (20).
Patent WO-2009133552-A4 (WO)
Inventor: BELKIN MICHAEL
IPC: A61K36/05
Filed: 2009-04-27
Abstract: A method for improving day photopic vision and/or cone-derived visual field and visual function in a subject suffering from a retinal disease or trauma comprising administering to the subject a pharmaceutically effective amount of crude Dunaliella powder. Another aspect of the invention is a method for improving night vision and/or rod derived visual field in a subject suffering from a retinal disease comprising administering to the subject a pharmaceutically effective amount of crude Dunaliella powder. A pharmaceutical composition for improving day vision and/or visual field in a subject suffering from a retinal disease comprising crude Dunaliella powder is also claimed.
Patent WO-2008035371-A4 (WO)
Inventor: RATHI CHANDRAKANT LAXMINARAYAN
IPC: A61K38/48
Filed: 2007-07-10
Abstract: A synergistic dietary antibacterial composition comprising the combination of proteolytic enzymes and one or more antibiotics effective against Helicobacter pylori, useful for the prevention or treatment of gastrointestinal disorders like peptic ulcer, gastric cancers and gastritis in the intestine caused by the Helicobacter pylori is disclosed in the present invention.
Patent WO-2018220657-A4 (WO)
Title: Safe immediate accommodation structures
Inventor: SAGHAFI YAZDI MOHAMMAD BAGHER
IPC: E04B1/343
Filed: 2018-07-07
Abstract: The "Safe immediate accommodation structures" is a modular, very light, sturdy, and economical structure, which rectifies all the hurdles and limitations of the past in the field of temporary and permanent accommodation, when it comes to providing immediate and secure accommodation. Due to its unique geometrical design (Fig.1&2) it enables us to have the least number of modules, with the possibility of changing the dimensions, and the potential for combination, interconnection and disintegration, in the 6 coordinate directions. It is also very resistant against earthquakes, hurricanes, tornadoes, pressure, long term exposure to sun light, corrosion due to downpours. The potential for being assembled and dismantled many times and in different places, makes this product a suitable choice for use in difficult to reach and rural areas, the research teams in protected areas, disaster-stricken areas, war inflicted countries where the need for establishing a relief camp is felt, and on the other hand, temporary and permanent accommodation in the exhibition areas, markets and store and the recreational complexes.
Patent WO-2022216147-A4 (WO)
Inventor: IRAQI HOUSSEINI ABDEL ILAH
IPC: A01N63/34
Filed: 2022-03-31
Abstract: The present invention relates to a new fungicide product obtained from a liquid culture medium of a strain of the fungus Aspergillus nidulans (CCMMP34). The post-harvest treatment of tomatoes with said fungicide makes it possible to extend the shelf life of the fruit against damage caused by Alternaria alternata. Said fungicide product is intended to be sprayed on tomatoes or for tomatoes to be immersed therein for 1 min after being harvested and while being put in boxes. It is also intended to be used as an aerosol in humid dwellings at risk of contamination by allergenic mold (Alternaria, Cladosporium, Stemphylium Penicillinum and Botrytis); its efficacy has been demonstrated by the resistance of wallpaper to contamination by Alternaria alternata upon treatment with said fungicide.
Patent WO-2010144412-A4 (WO)
Title: Emballage employant des films à la fois thermorétractables et non thermorétractables
Inventor: DOMINGUES DAVID
IPC: B65B53/00
Filed: 2010-06-08
Abstract: L'invention concerne un emballage de produit (68) comportant une cavité de réception de produit (20) formée à partir d'un premier film thermorétractable (5) et d'un second film non thermorétractable (56) scellé au premier film thermorétractable (5). Le second film (56) peut être pourvu d'indications (61) restant intactes une fois l'emballage du produit achevé. Conformément à un aspect de l'invention, l'emballage (68) est produit au moyen d'un système formeur, remplisseur, scelleur (2). Dans un mode de réalisation, une pâte molle, déformable et réfrigérée (46) est emballée.
Patent WO-2011038114-A4 (WO)
Title: Systèmes et procédés pour faire évoluer des enzymes afin qu'elles présentent des activités souhaitées
Inventor: BRYAN PHILIP N
IPC: C12N9/50
Filed: 2010-09-23
Abstract: La présente invention concerne une nouvelle méthode pour produire par génie génétique ou faire évoluer des enzymes de sorte qu'elles présentent des caractéristiques souhaitées. Parmi les caractéristiques souhaitées, on trouve la capacité à réguler l'activité catalytique à travers l'utilisation d'une molécule déclencheur qui répare un défaut de site catalytique introduit au cours du procédé de production par génie génétique. La méthode consiste à faire co-évoluer une enzyme et un substrat afin de retenir ou d'améliorer l'activité de liaison du substrat en l'absence d'activité catalytique.
Patent WO-2016191643-A4 (WO)
Inventor: GURNEY AUSTIN
IPC: C07K16/18
Filed: 2016-05-27
Abstract: L'invention concerne des agents qui se lient spécifiquement à TIGIT. Les agents de liaison à TIGIT peuvent comprendre des polypeptides, des anticorps et/ou des agents bispécifiques. L'invention concerne également des procédés d'utilisation de ces agents pour améliorer la réponse immunitaire et/ou pour le traitement de maladies telles que le cancer.