baber/WOPTO huggingface dataset:
Patent AU-2018100627-A4 (AU)
Title: An oxygen bag with simple strap
Inventor: YANG JIERU
IPC: A61M16/00
Filed: 2018-05-14
Granted: 2018-06-14
Abstract: Abstract The present invention discloses a oxygen bag with simple strap comprising a oxygen bag with simple strap, wherein the side of the oxygen bag with simple strap is provided with an oxygen bag hook and the oxygen bag with simple strap is fixedly connected with the oxygen bag hook; the front surface of the oxygen bag with simple strap is provided with a magnet strap and a strap fixing buckle is arranged at the connecting location between the oxygen bag with simple strap and the magnet strap; the magnet strap is provided with a strong magnet inside and the front end of the front surface of the magnet strap close to the strong magnet is provided with a strong magnet adsorption edge; the right side of the oxygen bag with simple strap is provided with an oxygen outlet. A layer of strap is arranged on the surface of the traditional oxygen bag and the strap is provided with a strong magnet inside, so that doctors or nurses do not need to look for a hook for hanging when using oxygen bags in an ambulance, the oxygen bag can be directly adsorbed inside the ambulance by the strong magnet inside the strap, and it is easy to do such operation and just to directly remove the oxygen bag when taking it down Fig. 1 Fig. 2
Patent AU-2018101170-A4 (AU)
Title: Locking device
Inventor: CHANG CHIH CHUNG
IPC: E05B63/24
Filed: 2018-08-15
Granted: 2018-09-13
Abstract: A locking device capable of distributing external impact includes a main member, a base, an electromagnetic valve, a lock assembly, and a cover plate. When the electromagnetic valve is powered on, a shaft is vertically displaced. 5 At least a first ring and a second ring at two ends of the shaft are detachably pressed against first and second extension pieces to fix a lock element. The first ring and a second ring is able to distribute external impact applied to the locking device. The locking device is therefore more robust structurally, preventing structural deformation and displacement, and prolonging the 10 locking device's operation life. 700 8 1 43 71 22 441 43124 42 2 -15 200 61 34 252321 13 300 )o 5
Patent AU-2019100680-A4 (AU)
Title: Fraud detection system in casino
Inventor: SHIGETA YASUSHI
IPC: A63F1/06
Filed: 2019-06-21
Granted: 2019-07-25
Abstract: A fraud detection system which detects fraud in a game of performing collection and redemption of chips in accordance with a win or lose result includes a camera which captures an image of chips contained in a chip tray of a dealer, an image analyzing apparatus which analyses the image captured by the camera to detect an amount of the chips contained in the chip tray, a card distribution device which determines a win or lose result of a game, and a control device which compares the win or lose result of the game and the amount of the chips contained in the chip tray before and after collection and redemption of the chips to detect fraud. (Y) a) Qc) CY) (C) (C) CY) IL Lu CY) Lu e z < Qc)
Patent AU-2020101405-A4 (AU)
Title: An Efficient Distributed Method for Real-Time Traffic Flow Prediction
Inventor: XIA DAWEN
IPC: G06K9/62
Filed: 2020-07-18
Granted: 2020-08-20
Abstract: In big-data-driven intelligent transportation systems (ITSs), real-time traffic flow prediction 
has recently become increasingly crucial for proactive transportation optimization and con
trol. Two significant challenges to the robustness of prediction performance come from the 
efficiency of accurate forecasting and the capacity of massive data processing in traffic flow 
prediction systems. To meet these challenges, this invention presents an efficient distributed 
method to predict traffic flow accurately in real time using correlation analysis associated 
with trend adjustment under a MapReduce framework on a Hadoop platform. More specifi
cally, this invention aims to develop an efficient distributed method for accurate and timely 
traffic flow prediction using correlation analysis with big real-time and historical data, which 
mainly includes two modules. A distributed forecasting system (DFS) is developed with two 
key modules, i.e., online parallel forecasting (OPF) and offline distributed training (ODT), 
based on a parallel nearest neighbor optimization classifier incorporating correlation infor
mation associated with trend adjustment among traffic flow into the classification process.  
We observe that DFS can generate the timely and accurate traffic flow prediction by a novel 
forecasting calculation method, combining the current data observed in OPF and the classifi
cation results achieved by training large-scale historical data in ODT. The present invention 
has broad applications in big data analytics.
1/4 
-
Big traffic data 
FeatureI 
Data preprocessing extraction/selection 
Historical traffic flow data 
T g Correlation analysis ia 
Trainingdata] with trend adjustment .  
Robust classifier 
(ParKNN-T) 
Nearest neighbor(s) Class 
determination determination 
Current traffic Classification 1 I flow data results 
Forecasting calculation 
Real-time 
forecasting results 
ArcGIS Hadoop with MapReduce Road network 
Figure 1
Patent AU-2020102637-A4 (AU)
Title: A technique for traffic prediction and congestion control in iot networks using machine learning
Inventor: ATHAVALE VIJAY ANANT
IPC: H04W84/18
Filed: 2020-10-08
Granted: 2020-11-26
Abstract: A TECHNIQUE FOR TRAFFIC PREDICTION AND CONGESTION CONTROL IN 
IOT NETWORKS USING MACHINE LEARNING 
ABSTRACT 
At present, all the real time applications in the world are deployed with smart technology using 
internet of things. Particularly in transportation system, any congestion in the traffic affects the 
transportation of goods, medically equipped vehicles, tourist logistics management, etc. For 
unmanned vehicle, 5G network with wireless sensor deployed for communication of data, 
especially in internet of things enabled smart city. The data input are observed by sensors of highly 
configured cameras, mobile devices and radio frequency identification tags. The information are 
grouped as datasets, for example, vehicle number, speed of all the vehicles, timings, paths and 
current congestion status. After grouping of datasets, it is deployed with machine learning 
algorithm. A supervised learning involving statistics, logistic regression model which is a 
classification algorithm is applied to predict the probability of target parameter. A threshold set 
can be used to observe the probability and classified into classes with logistic regression model.  
This prediction model for traffic analysis provides good accuracy and efficiency involving smart 
technology in the city managing the transportation system. It predicts the traffic congestion in 
advance and congestion control is performed from the notification received in smart devices at end 
user.  
1| P a g e
A TECHNIQUE FOR TRAFFIC PREDICTION AND CONGESTION CONTROL IN 
IOT NETWORKS USING MACHINE LEARNING 
Drawings 
NO OF VEHICLES 
ROAD 
CAMERAVEHICLE NO 
DATA 
COLLECTION 
SPEED 
WIREESS 
- SENSORS 
5G NETWORK) TIME 
PATHS 
CURRENT STA~t" 
OF1 CONGESTION 
Fig. I DATA COLLECTION
Patent AU-2021101558-A4 (AU)
Title: Allulose syrups
Inventor: WOODYER RYAN D
IPC: A23L2/60
Filed: 2021-03-26
Granted: 2021-05-20
Abstract: The present invention relates to allulose syrups, use of allulose syrups in the 
manufacture of food or beverage products, and food and beverage products made using 
the allulose syrups.
Patent AU-2021103611-A4 (AU)
Title: External plaster for treating asthma and preparation method thereof
Inventor: GENG LIMEI
IPC: A61K36/8888
Filed: 2021-06-25
Granted: 2021-08-19
Abstract: The invention relates to the technical field of traditional Chinese medicines, and particularly 
discloses an external plaster for treating asthma, which is prepared from the following raw 
materials in parts by weight: 8-15 parts of datura metel, 15-30 parts of kansui root, 10-20 parts 
of asarum, 8-15 parts of dahurian angelica root, 10-20 parts of rhizoma pinelliae, 10-20 parts 
of raw semen sinapis seed, 10-20 parts of fried semen sinapis seed and 15-25 parts of ginkgo 
seed. The preparation method comprise that following step: Drying and crushing; Preparing 
pills; Making into plaster. The invention has obvious curative effect on cough, asthma, phlegm 
and other symptom. It is a safe and nontoxic plaster uses pure traditional Chinese medicine 
component, and does not need oral administration. The plaster adopts external application 
treatment which is safe and effective for human body. It is convenient to use, cheap in price 
and has no toxic or side effect.
Patent AU-2021105115-A4 (AU)
Title: Landscape Water-saving Device for Green Space in Parks
Inventor: WU TAO
IPC: E03F5/14
Filed: 2021-08-09
Granted: 2021-09-30
Abstract: The invention discloses a landscape water-saving device for green space in parks, which 
comprises a water inlet part, a water storage part and a water distribution part which connected 
in sequence; the water inlet is used for filtering and buffering precipitation; the water storage 
part includes a water storage tank and water outlet device connecting with the water storage 
tank; the water storage tank is used to store the water flowing in from a buffer device; the water 
outlet device is used to send the water in the water storage tank to the water distribution part; 
the water distribution part includes interconnected water distribution main pipe and several 
water distribution branch pipes; the water main pipe is connected to the water outlet device, 
and the water distribution branch pipes are set underground; the side of the water distribution 
branch pipes facing the ground is provided with a number of water outlet holes, and the water 
outlet holes are provided with an anti-clogging device. The present invention achieves the 
purpose of open source through rational use of natural precipitation, and achieves the purpose 
of throttling through direct distribution of water underground; combining open source and 
throttling, effectively reduces the landscape irrigation water consumption of parks and green 
spaces, and achieves water conservation.
1/3 
5 8 
1 20 21 3 25 26 27 28 
9- 10 
4 [F18 
2 6-22J10 
6 23 
Figure 1 
18 2 20 3 32 22 
23 
210 2102 104 2103 3 
21 
Figure 2
Patent AU-2021106338-A4 (AU)
Title: Planter Box
Inventor: ADDERLEY MATTHEW
IPC: A01G9/02
Filed: 2021-08-21
Granted: 2021-11-04
Abstract: There is disclosed a planter box (10) including a frame (11) formed of a plurality of 
members (12) and panels (14) arranged to be supported by the frame (11) so as to 
provide side walls. The plurality of members (12) may be adapted to locate edges of 
the panels (14) such that the panels (14) are secured to the frame (11). A system or kit, 
and method of forming a planter box is also disclosed.  
12
1/6 
Figure 1
Patent AU-2021106656-A4 (AU)
Title: Dispenser for blast hole liner
Inventor: HANGAN MATTHEW
IPC: F42D1/00
Filed: 2021-08-23
Granted: 2021-11-11
Abstract: A dispenser for blast hole liner includes a holder (140) for a roll of blast hole liner 
which holds the roll of blast hole liner in a dispensing position, and which allows the 
roll of blast hole liner to rotate relative to a base (110) of the dispenser, to enable 
5 dispensing of blast hole liner from the roll in any of a number of selectable directions.  
The dispenser includes a loading arrangement (118, 150, 152) which provides a 
mechanical advantage to facilitate elevation of the roll of blast hole liner to the 
dispensing position.
14- 
(00 
Ito 
t
Patent AU-2021106733-A4 (AU)
Title: Method and system for calculating seismic resilience of urban community during occurrence of earthquakes
Inventor: REN TIANXIANG
IPC: G01V99/00
Filed: 2021-08-24
Granted: 2021-11-11
Abstract: OF THE DISCLOSURE 
The present disclosure relates to a method and system for calculating seismic resilience of an 
urban community during occurrence of an earthquake. The method includes: obtaining a seismic 
capacity of a community when no earthquake occurs; determining a community quality at the 
origin time of an earthquake based on the seismic capacity of the community when no earthquake 
occurs; and calculating seismic resilience of the community during the occurrence of the 
earthquake based on the community quality at the origin time of the earthquake. The method 
provided in the present disclosure can reflect the coping capacity of a community varying with 
time during a crisis.
-1/2
DRAWINGS 
Obtaining a seismic capacity of a community when no 101 
earthquake occurs 
Determining a community quality at an origin time of 102 
an earthquake based on the seismic capacity of the 
community when no earthquake occurs 
Calculating seismic resilience of the community during 03 
the occurrence of the earthquake based on the 
community quality at the origin time of the earthquake 
FIG.1 
Curve1 
Curve 
Curve3 
Robustness 
To T, T2 
Time(s) 
FIG.2
Patent AU-2021107197-A4 (AU)
Title: Utilisation of loop mediated isothermal amplification (LAMP) testing for the detection of H5N8 Avian Influenza
Inventor: MEOW-MEOW MEOW-LUDO
IPC: C12Q1/6844
Filed: 2021-08-25
Granted: 2021-12-09
Abstract: This innovation patent embodies a diagnostic tool that provides for an innovation of the loop 
mediated isothermal amplification (LAMP) chemical process to allow for its use in the detection of 
H5N8 Avian Influenza that ordinarily causes Avian Influenza; or 'Bird Flu' in livestock and 
domesticated animals, specifically chickens, turkeys, pheasants, partridges, quail, pigeons, ducks, 
geese, pigs and cats. This innovation patent embodies the diagnostic tool to locate the gene 
sequence of H5N8 Avian Influenza to be detected via the LAMP primer and provides a means of 
replication of the method of manufacture within its claims and accompanying description.
Patent AU-2021107286-A4 (AU)
Title: A KIND OF Pr-DOPED TITANIUM-OXO CLUSTER AND SYNTHESIS METHOD
Inventor: WANG CHAO
IPC: B01J35/00
Filed: 2021-08-25
Granted: 2021-12-09
Abstract: The invention belongs to the technical field of crystal material preparation, and specifically 
involves a Pr-doped titanium-oxo cluster material and the corresponding synthesis method. Its 
molecular formula of Pr-doped titanium-oxo cluster is Ti4Pr(p3 -0)3(OPr)2(OOCPh)12-(CH 3CN) 3, 
in which OOCPh represents benzoate, OPr represents isopropanol group, and 3-0 represents 
the three-bridged 0 atom. Furthermore, the Pr-doped titanium-oxo cluster crystallizes in the 
triclinic system, space group of P-1, and the unit cell parameters are as followed: a=13.3779(4) 
A, b=13.8571(4) A, c=23.9590(7) A, a=85.5795(17)°, P=82.9024(17)°, y=81.1510(16)°. Besides, 
the obtained Pr-doped titanium-oxo cluster material has the excellent photocatalytic activity and 
exhibits an extensive application prospect in the field of photocatalysis.
Patent WO-2014037319-A4 (WO)
Title: Ancre flexible à force constante
Inventor: STRANCZL MARC
IPC: G04B15/08
Filed: 2013-09-03
Abstract: Ancre (1) comportant une tête (2) agencée pour coopérer avec une roue d'échappement (20), et une fourchette (6) agencée pour coopérer avec un balancier (30). La position angulaire de ladite fourchette (6) par rapport à ladite tête (2) est variable. Une lame (10) flexible assure seule liaison mécanique permanente entre ladite tête (2) et ladite fourchette (6) est assurée par une lame (10) flexible. Mécanisme d'échappement (100), comportant une platine (40), une roue d'échappement (20), un balancier (30), coopérant avec une dite ancre (1). Ladite lame flexible (10) est montée en précontrainte en flambage entre ladite tête (2) et ladite fourchette (6), ladite ancre (1) constituant un système bistable comportant au moins deux états stables et deux états métastables.
Patent WO-2012045904-A4 (WO)
Title: Système de stationnement pour bicyclettes ou véhicules similaires
Inventor: HARTSUAGA URANGA JUAN INAZIO
IPC: E04H6/00
Filed: 2011-10-04
Abstract: L'invention concerne un système de stationnement pour bicyclettes (1) ou véhicules similaires qui comprend au moins un conteneur (2); deux bras de fixation (4) de la bicyclette (1) situées à l'intérieur du conteneur (2), les deux bras basculants par rapport à un axe fictif perpendiculaire aux faces latérales dudit conteneur (2). La bicyclette (1) peut changer sa position relative par rapport au conteneur à l'aide de moyens de déplacement (3) situés à l'intérieur du conteneur (2), accouplés aux bras de fixation (4), les conteneurs comportent des cadres latéraux (10, 11) joints par des longerons transversaux (12,13,14,15); et au moins un des longerons (12,13,14,15); comprend un profil en L pourvu de porte-à-faux (18) et de creux pour l'imbrication desdits cadres (10, 11). Ledit système de stationnement est extrêmement ergonomique, fiable financièrement, accessible simultanément par plusieurs utilisateurs, transportable sous sa forme démontée pour être monté sur site, et susceptible d'être installé, même sur des surface inclinées.
Patent WO-2012007658-A4 (WO)
Title: Utilisation du nonapeptide pat dans le traitement et la prevention des maladies neurodegeneratives
Inventor: TEMSAMANI JAMAL
IPC: A61K38/08
Filed: 2011-07-11
Abstract: L'invention se rapporte à l'utilisation du nonapeptide PAT dans la fabrication d'un médicament pour la prévention ou le traitement d'une maladie neurodégénérative telle la maladie d'Alzheimer. La voie d'administration parentérale est préférée, dont la voie sous-cutanée, intra-péritonéale, intraveineuse ou intranasale. L'invention se rapporte également à une formulation injectable contenant le nonapeptide PAT administrable à des patients atteints par une maladie neurodégénérative telle la maladie d'Alzheimer.
Patent WO-2017191505-A4 (WO)
Title: Procédé et appareil permettant d'augmenter l'efficacité de systèmes de chauffage à basse température ou à haute température par utilisation du principe de pompe à chaleur
Inventor: GORICANEC DARKO
IPC: F24D19/10
Filed: 2017-05-05
Abstract: La présente invention concerne un procédé et un appareil permettant d'augmenter l'efficacité d'un système de chauffage à basse température ou à haute température, comprenant une unité de dégagement de chaleur principale (c'est-à-dire une unité de cogénération avec pile à combustible (FC) ou moteur à combustion interne (ICE)) pour la co-génération de la chaleur et de l'énergie, et au moins une unité de dégagement de chaleur secondaire (c'est-à-dire une pompe à chaleur (HP)) pour l'utilisation d'au moins l'une des sources de chaleur à énergie perdue/énergie renouvelable (HS) disponibles à partir de l'environnement (A), où la chaleur produite par ladite pompe à chaleur est de préférence utilisée pour préchauffer le milieu de transfert de chaleur dans la conduite de retour du système de chauffage en boucle fermée, une unité de dégagement de chaleur principale étant utilisée pour chauffer le milieu de transfert de chaleur jusqu'au niveau de température requis du réseau de distribution de chaleur. L'appareil selon l'invention peut comprendre une ou plusieurs pompes à chaleur (HP) de types identiques ou différents, et une ou plusieurs unités de dégagement de chaleur principales dans des circuits de raccordement en série, en parallèle ou en cascade.
Patent WO-2009029145-A4 (WO)
Title: Échangeur thermique et équipement de forage de puits le comprenant
Inventor: WILLIAMS JOHN R
IPC: E21B33/06
Filed: 2008-07-08
Abstract: L'invention concerne un système de refroidissement de palier, qui comprend une ensemble paliers, un échangeur thermique, un appareil circuit d'écoulement réfrigérant et un appareil circuit d'écoulement lubrifiant. L'ensemble palier est conçu pour se poser amovible dans un logement de tête de forage de puits et avoir un ensemble presse-étoupe fixé à celui-ci. L'ensemble paliers comporte des paliers et un chemin d'écoulement lubrifiant destiné à faciliter la circulation du lubrifiant à travers les paliers. L'échangeur thermique possède une partie noyau lubrifiant et une partie noyau réfrigérant, qui sont conjointement destinées à faciliter le transfert thermique entre les liquides respectifs des parties noyaux. L'appareil circuit d'écoulement réfrigérant est couplé à la partie noyau réfrigérant et destiné à faire circuler le réfrigérant à travers la partie noyau réfrigérant. L'appareil circuit d'écoulement lubrifiant est couplé à la partie noyau lubrifiant et au chemin d'écoulement lubrifiant, et destiné à faire circuler le lubrifiant à travers la partie noyau lubrifiant et le chemin d'écoulement lubrifiant.
Patent WO-2021195563-A4 (WO)
Title: Agencements pour le marquage et la lecture numériques d'articles, utiles dans le recyclage
Inventor: FILLER TOMAS
IPC: G06V10/58
Filed: 2021-03-26
Abstract: Des images représentant des articles dans un flux de déchets sur une bande transporteuse sont fournies à deux systèmes d'analyse. Le premier système traite les images pour décoder des données de charge utile de filigrane numérique trouvées sur certains des articles (par exemple, des récipients en plastique). Ces données de charge utile sont utilisées pour consulter des métadonnées d'attribut correspondantes pour les articles dans une base de données, tel que le type de plastique dans chaque article, et si l'article a été utilisé comme récipient alimentaire ou non. Le second système d'analyse peut être un système de spectroscopie qui détermine le type de plastique dans chaque article par ses caractéristiques d'absorption. Lorsque les deux systèmes entrent en conflit lors de l'identification du type de plastique, un processeur logique de tri applique un ensemble de règles pour arbitrer le conflit et déterminer quel type de plastique est le plus probable. L'article est ensuite trié dans l'une parmi plusieurs boîtes différentes en fonction d'une combinaison de l'identification finale du plastique, et du fait que l'article ait été utilisé comme récipient alimentaire ou non. Un grand nombre d'autres caractéristiques et agencements sont également détaillés.
Patent CH-693663-A5 (CH)
Title: Non-electric oven for preparing particularly raclette (Swiss cheese dish) meals operates on combustible paste, alcohol or liquid gas
Inventor: BORNICK PETER
IPC: A47J37/06
Filed: 1999-02-01
Abstract: The non-electric oven for preparing particularly raclette (Swiss cheese dish) meals operates on combustible paste, alcohol or liquid gas. It has an oven plate (3) locating on a frame (1) and provided with several circular apertures above the burner beneath. The cover (6) of the oven plate containing the apertures (7) is removable and on the outside has an insulating layer (6b) and on the inside a heat-conductive layer (6a).  The cover surface is formed as a reflector (6c) and additionally has a layer which is optimally reflective in the infra red range and dirt-repellant.
Patent CH-680040-A5 (CH)
Title: Domestic extractor fan with tubular air duct - has radial ventilator at one end, wheel with suction duct, and air outlet
Inventor: BOEHLER HELMUT-OERTLIN
IPC: F24C15/20
Filed: 1990-01-22
Abstract: The extractor-fan, especially for kitchens, has a tubular air-duct (3) on the input end of which is an air-inlet housing. A radial ventilator (5-8) sucks up the air axially and blows it out radially and is positioned at the output end of the air duct (3). The radial ventilator has a wheel (5) whose suction duct (8) has the same cross-section as the air-duct (3). The radial ventilator is enclosed by an air-guide (12) forming an air outlet (21) with shield (13,14). ADVANTAGE - The domestic extractor-fan is more efficient by being a radial fan sucking in air axially and blowing it out radially.
Patent CH-642252-A5 (CH)
Inventor: ZWEYMUELLER KARL DR MED
IPC: A61B90/94
Filed: 1980-01-14
Abstract: The shank blade widens conically to all sides from a distal end to a point between 2/3 and 3/4 of the height of the shank. The upper portion of the blade is thinner and tapers to the collar. The shank avoids the so called "closure (final rotation" which is caused by too small a space for the shank blade in the neck of a femur bone. The shank blade has a generally rectangular cross-section with rounded corners to fit against the cortical bone tissue and has a trochanter wing to improve transmission of torque from the surrounding musculature to the hip joint.