baber/WOPTO huggingface dataset:
Patent AU-2013100156-A4 (AU)
Title: Flexible light fitting
Inventor: CLEINE KENNETH DAVID
IPC: F21V31/00
Filed: 2013-02-15
Granted: 2013-04-04
Abstract: A non-metallic light fitting manufactured from silicone rubber or similar flexible material capable of withstanding highly corrosive operational environments. The invention improves upon "down light fittings" of the known art by introducing full resistance to corrosion and greater sealing qualities. The preferred embodiment is an annular grommet moulded from a single homogenous piece of flexible, advanced material, capable of withstanding high operating temperatures, said grommet is electrically non-conductive, waterproof, weather and chemical resistant and is very economical to manufacture and purchase. Said fitting may be deformed by hand for the purpose of installation into the cut-out void of a ceiling or bulkhead panel (B) and will immediately reinstate to the original moulded shape thereby securing it to the mounting substrate (B). Using the same sequence of deformation a light bulb (G) is fitted and utilising the form, elasticity and memory of the material, said light bulb is housed securely by the flexible light fitting. Applicant and Inventor: Kenneth David Cleine ---------------------------------------------- Dated 15 th February 2013 DRAWINGS 1/2 SECTION "Z-Z" DIM "A" "c"l FIG 3.
Patent AU-2013101680-A4 (AU)
Title: Faultless High Efficiency Illuminator
Inventor: SNOWDEN MICHAEL
IPC: F21S8/00
Filed: 2013-12-28
Granted: 2014-01-30
Abstract: The disclosed High Efficiency Illuminator is an improvement on prior art Illuminators for mostly indoor use, where a GaN-on-GaN high efficiency high brightness LED light source is the preferred light source for use in electric lighting fixtures used in for example: illumination in or on buildings, structures, chattels, vehicles, and areas where general indoor lighting is required from an electrical lighting device, where the Illuminator(s) has a predominately fixed orientation of illumination with respect to its Fixture's mounting position and where such an Illuminator(s) may be mated to a prior art Fixture's pre-existing lamp socket(s) either directly or via an appropriately designed adaptor. The Invention utilizes GaN-on-GaN high efficiency high brightness LED(s) which greatly reduces the internal faults affecting light producing regions/layers of the LED(s) over conventional prior art high brightness LED(s) to provide a much higher light emission density which in turn produces a high efficiency Illuminator with over 4 times higher light output densities compared to prior art LED Illuminators. Through the use of GaN-on-GaN LED(s), the high efficiency Illuminator is kept compact in physical size as well as efficient in power requirements.
Patent AU-2014100018-A4 (AU)
Title: Composite frame material
Inventor: YANG CHENG-HUNG
IPC: E04F19/02
Filed: 2014-01-09
Granted: 2014-02-06
Abstract: A composite frame material comprises a plastic wood outer frame and an aluminum extrusion inner frame. Therein, the plastic wood outer frame has a combining recess, and the aluminum extrusion inner frame is combined in the combining 5 recess in order to form the outer frame together with the inner frame into a building material for installation on window frames, handrails, pillars or decorations thereof, substituting building materials made of pure real wood or pure metal. -1- 14 13 lk
Patent AU-2017100005-A4 (AU)
Title: Touch type input apparatus
Inventor: HU XIAOPING
IPC: G06F3/01
Filed: 2017-01-04
Granted: 2017-02-02
Abstract: A touch type input apparatus may include a touch panel (110) and a substrate (120). The touch panel may be transparent. The substrate may be located beneath the touch panel and formed as a photoelectric conversion device. The substrate may be used to supply electricity to the input apparatus or external equipment. The touch panel may include at least one key area (111). The input signal generated by the touch operation of the user in each key area may be the key signal corresponding to the key area, and the icon (130) which is used to represent the key area may be arranged on the surface of the touch panel or the substrate. Because the photoelectric conversion device is used as the substrate of the transparent touch panel, on one hand, the occupancy of the input interface on the display interface is avoided; on the other hand, the input apparatus can be self-powered and even supply electricity to other equipments, and thereby the power source issue of the input apparatus is cleverly solved. (FIG. 1) DO DEEDED: 211 DDD D 210 220 D ID DEEDEDEE0;DEDE0 ,230 LE EILDDDID
Patent AU-2018100449-A4 (AU)
Title: Bending section for disposable endoscope
Inventor: LAI KAM SHU
IPC: A61B1/005
Filed: 2018-04-09
Granted: 2018-05-10
Abstract: The present disclosure provides a bending section for a disposable endoscope. The bending section comprises a plurality of pull wire locating rings, which are made of a flexible material. Each of the pull wire locating rings has two opposing side walls defining a pull wire perforation therein respectively, the pull wire perforation running through the side wall. The pull wire locating rings are hinged end to end in series to form a bendable flexible tube structure. The pull wire perforations in the pull wire locating rings are communicated in sequence to define a pull wire channel located in the side walls of the pull wire locating rings. The pull wire locating ring has one end surface defining a notch. The present disclosure has the flexibility greatly enhanced and is more sensitive to pull.
Patent AU-2018100495-A4 (AU)
Title: Special Customs and Quarantine Clearance Process
Inventor: ASKEW PETER
IPC: G06Q10/00
Filed: 2018-04-17
Granted: 2018-05-24
Abstract: Abstract Foreign food import processes create a significant challenge to our farming regions in bringing Australian produce efficiently to international trading partner markets. The proposed solution is to create secure zones that are in close proximity to the primary growing districts, in which foreign governments and international trading partners would establish operational teams to undertake quarantine, clearance and customs processes, streamlining and expediting standard food import measures. These zones will be integrated with world leading technology platform that, for the first time in this industry provides real time reporting to the governments and buyers the biometric information on the food quality, degradation, any counterfeiting. All this information has a surety of integrity due to the nature in which our technology works. This data will be reproduced in a reporting-based format that far exceeds what is available to the governments and stakeholders currently. Keywords: customs clearance, quarantine, export, livestock, dairy Producers Processor Fig2. - SCQC Export Process Exporter Consumerr6
Patent AU-2018101658-A4 (AU)
Title: A mounting base for an air conditioner condenser
Inventor: THREADGOLD WILLIAM TREVOR
IPC: F16M7/00
Filed: 2018-11-05
Granted: 2018-12-06
Abstract: The present disclosure relates to a base 1 for an outdoor unit of an air-conditioning system. In one form, the base 1 comprises a body and two pairs of resilient mounts 20 for the outdoor unit, wherein the body comprises a means for adjusting a spacing between the two pairs of resilient mounts 20, and a means for 5 adjusting a spacing between both mounts 20 of each pair, and wherein each resilient mount 20 comprises means for adjusting a height of a support level for the outdoor unit. C) cu C%4 cu 0') 0') C) cu 0') co 0') 0') CN 00 C) C) LL cu C) Tl CN cu
Patent AU-2018102018-A4 (AU)
Title: Far-infrared emitting material nano alumina production plant
Inventor: LIU JIE
IPC: B82Y30/00
Filed: 2018-12-06
Granted: 2019-01-24
Abstract: Far-infrared emitting material nano alumina production plant Abstract 5 Far-infrared emitting material nano alumina production plant, including: measuring tank (F101), mixing tank (DI01), polymerizer (D102), filter (MIO), dryer (L10), calciner (BlO); among them, measuring tank (FlO) is used to measure aluminum nitrate solution, polymerizer (D102) is connected respectively to mixing tank (D101) and filter (M101), dryer (L101) is connected respectively to filter (M101) 10 and calciner (BlOb); among them, full volume of measuring tank (FlO) is 4.26-4.31m 3 . Figure 1 'UU Fgr1 Figure
Patent AU-2018102185-A4 (AU)
Title: Classroom integrated management system used for controlling children and juvenile diabetes
Inventor: GUO JIA
IPC: G16H80/00
Filed: 2018-11-01
Granted: 2020-10-15
Abstract: The invention relates to a classroom integrated management system used for 
controlling children and juvenile diabetes, and belongs to a special disease management 
system. The classroom integrated management system includes an intelligent terminal 
5 system, a bracelet interaction system and a patriarch mobile terminal interaction system; the 
bracelet interaction system and the patriarch mobile terminal interaction system are 
connected to each other; the bracelet interaction system and the patriarch mobile terminal 
interaction system are connected to the intelligent terminal system; by adopting the mutual 
cooperation of the three interpenetrating systems, a medical management department 
10 controls the disease control knowledge and skill learning, monitoring and mental stress 
management of a patient at ordinary times, in combination with the bracelet interaction 
system and the patriarch mobile terminal interaction system, the patient's condition is 
presented in a three-dimensional way, monitoring and control are performed on diet, 
activity level, blood glucose before and after meal and mental state, and the mental stress is 
15 evaluated so as to solves problems by cooperation of multiple parties.
Patent AU-2019101048-A4 (AU)
Title: An electrical connector
Inventor: MOBBS TIMOTHY HARRY
IPC: H01R4/18
Filed: 2019-09-12
Granted: 2019-10-17
Abstract: An electrical connector for connecting to two or more conductors in a cable, the electrical connector including a main body, a second body portion movably 5 attached or attachable to the main body portion and movable between an open position and a closed position relative to the main body, the second body portion having a cable seat for locating the cable and two contacts attached relative to the main body, the two contacts each having a planar portion and a cutting edge, wherein in use, each of the two contacts cuts the cable and contacts a separate and 0 different conductor of the two or more conductors in the cable as the second body portion moves from the open position to the closed position, to form an electrical connection between each of the two contacts and the corresponding conductor of the two or more conductors. '142 142 Figure 1
Patent AU-2019101684-A4 (AU)
Title: Split-type piston having additional air chamber and air spring
Inventor: CHEN JUNJIE
IPC: B60G11/27
Filed: 2019-12-23
Granted: 2020-02-06
Abstract: The present disclosure provides a split-type piston having additional air chamber, and an air spring adopting the split-type piston having additional air chamber. The split-type piston includes a piston body and an upper end cover connected to the piston body by threaded connection; a sealed additional air chamber is defined between the piston body and the upper end cover.
Patent AU-2020100302-A4 (AU)
Title: Process to extract olive leaf’s antioxidants, plus its anti-viral, anti-fungal and anti-bacterial compounds to manufacture either an olive leaf tincture, hand-wash gel, no-rinse hand sanitiser, and/or a hand soap.
Inventor: HINSON BRIAN
IPC: A61P31/04
Filed: 2020-03-01
Granted: 2020-04-09
Abstract: Abstract Process and composition comprising olive leaf extract and alcohol.
Patent AU-2020101261-A4 (AU)
Title: An artificial intelligence based device for medicine dispensing
Inventor: KSHIRSAGAR PRAVIN R
IPC: A61J7/04
Filed: 2020-07-05
Granted: 2020-08-27
Abstract: The present invention relates to an artificial intelligence system for medicine dispensing which 
reminds and inform the user to regularly take appropriate medicines on time and the proposed 
system comprises of user control unit (106), Raspberry pi kit (108), buzzer (105) and android 
application (109). As a reminder system blow the alarm in system box as well as on caretaker 
mobile. The proposed system makes the medicine dispensing easier and convenient for the 
patients who and his/ her caretaker are illiterate. Herein WI-Fl module (111) is additional 
adapted which connect the system wirelessly through adaptive configuration to caretaker mobile 
phone. Following invention described in detail with the help of figure 1 of sheet 1 which shows a 
schematic diagram of the invented device.
ill 
106.-- 100 
110 107 
101 102 103 
104 
Figure 1 
107 
105 
108 106 
100 
Figure 2
Patent AU-2020101841-A4 (AU)
Title: Design and development of soft data driven sensors for use in a waste-to-energy (wte) industry plant
Inventor: M RAJASEKHARA BABU
IPC: G06F11/34
Filed: 2020-08-15
Granted: 2020-09-24
Abstract: DESIGN AND DEVELOPMENT OF SOFT DATA DRIVEN 
SENSORS FOR USE IN A WASTE-TO-ENERGY (WTE) 
INDUSTRY PLANT 
ABSTRACT 
The waste to energy industry plant has gained recent importance as it has a great impact on 
sustaining the ecosystem. It bums organic substance in waste materials with thermal reaction and 
generates energy. But this process in the industry not only creates ash but also during the process 
releases flue gas and synthesis gas, which gets mixed with the oxygen in the atmosphere, causing 
pollution. This must be controlled by monitoring the process in the industry and using statistical 
parameters like flue gas heating value and the temperature of the synthesis gas. The process 
analysis starts with the data requirement gathering along with interfaces like Modbus, OPC, etc., 
using protocols HTTP, MQTT, etc. It involves a cloud gateway, connectivity, and edge to connect 
to various processes and devices in the industry to compute and store the data. It is then processed 
before modeling by statistical methods to filter the data. Then by deploying deep learning with 
nonlinear autoregressive network machine learning, the data is modeled, and predictions are made 
for dynamic parameters concerning time. The predictions are preserved to be utilized by the control 
center to control the process of waste to energy industry plant.  
11 P a g e
DATA ACQUISITION 
'VISUALIZATIOEN 
RELEVANT DATASETS 
FILTERING 
PRE-PROCES SING 
NON LINE AR AUTOREGRE SSIVE.  
NE TWORK MAL4CHINE, 
LEARNING 
JJJJLJ,%LMNG OF PARAMETERS 
MODEL MACINTENAIN 
Fig. 2 Process flow diagram 
2|Page
Patent AU-2020102389-A4 (AU)
Title: Shaftless unwinding mandrel replacement mechanism
Inventor: WANG GAVIN
IPC: B65H19/10
Filed: 2020-06-18
Granted: 2020-11-05
Abstract: Ab s tr ac t o f th e Dis clo s ur e 
The present utility model relates to a shaftless unwinding mandrel 
replacement mechanism which comprises an air cylinder assembly, wherein the 
fixed end of the air cylinder in the air cylinder assembly is fixed on the bearing 
seat, the telescopic end of the air cylinder is fixed with a first inflation chuck, a 
5 second inflation chuck symmetrically arranged with the first inflation chuck is 
further included, the end of the second inflation chuck away from the first inflation 
chuck is fixedly connected to the movable end of the magnetic powder brake, and 
the outer sleeve of the first inflation chuck and/or the second inflation chuck is 
fixed with a snap ring for clamping the mandrel; with the shaftless unwinding 
o mandrel replacement mechanism provided by the present utility model, the 
mandrel can be replaced without a mandrel, and the old and new base materials 
can be exchanged easily, which ensures the reference side of the base material, 
saves time, and improves work efficiency.  
(Fig.1)
Patent AU-2021103401-A4 (AU)
Title: System and method for detecting damages of a diversion tunnel lining structure
Inventor: LI SHAOJUN
IPC: G06N3/08
Filed: 2021-06-16
Granted: 2021-08-12
Abstract: The application provides a system and method for detecting damages of a diversion tunnel lining 
structure, which are used to realize high-precision automatic detection of damage evolutionary 
characteristics of a tunnel lining structure under the condition that a diversion tunnel is not 
emptied. The system includes an underwater robot and a robot control apparatus; the underwater 
robot is provided with a camera device, a three-dimensional sonar device and a transparent 
protective cover at a front end of the body of the underwater robot. After the underwater robot 
enters the diversion tunnel, the camera device collects image data of a tunnel lining, and the 
three-dimensional sonar device collects three-dimensional ultrasonic data of the tunnel lining; 
when the robot control apparatus receives the image data of the tunnel lining and the three
dimensional ultrasonic data of the tunnel lining transmitted by the underwater robot, it generates 
a three-dimensional structural model of the tunnel lining based on the image data of the tunnel 
lining and the three-dimensional ultrasonic data of the tunnel lining, and performs a comparative 
analysis on test results and a damage simulation analysis at different times according to the 
three-dimensional structural model, so as to obtain evolution characteristics of the damage and 
cracking of a tunnel lining surface over time.
1/4 
DRAWINGS: 
high-definition 
nti-fog lens 
voting 0 
rod 
rotary base 
FIG 1 
bionic dorsal fin lighting 
bionic tail cabin balancing device device filllight 
fdvi camera 
ddevice 
vertical propeller protective 
driving device device 
horizontal propeller devic 
driving device .  
supporting device 
FIG 2
Patent AU-2021104396-A4 (AU)
Title: method for detoxification, dust reduction and smoke elimination after tunnel blasting by spraying pressurized alkaline water curtain with different diameter steel pipes
Inventor: ZHANG XIANGPING
IPC: E21F5/04
Filed: 2021-07-21
Granted: 2021-10-14
Abstract: Disclosed is a method for detoxification, dust reduction and smoke elimination after 
tunnel blasting by spraying pressurized alkaline water curtain with different diameter 
steel pipes, comprising air-water T-branch pipe and air-water loading system; said 
air-water T-branch pipe and air-water loading system are connected with each other; 
vertical four-segment pipes and a transverse six-segment pipes are welded to one 
another to form a main body structure of a water curtain jetting frame; and an 
air-water inlet is formed in the bottom of the water curtain jetting frame; said 
air-water loading system is divided into an air loading system and a water loading 
system; said air loading system and water loading system are connected with the 
air-water inlet; said apparatus achieves function of detoxification and dust reduction; 
it can improve the detoxification and dust reduction effect, thus has fast construction 
speed, high work efficiency, and low overall construction management cost.
DRAWINGS 
1 
4 
FIG. 1 
5 6 7 
13 8 
12 9~ 
10 
FIG. 2 
1
Patent AU-2021104568-A4 (AU)
Title: University surveillance and attendance system using face recognition based on machine learning and internet of things
Inventor: RAO GUDIKANDHULA NARASIMHA
IPC: G07C1/10
Filed: 2021-07-26
Granted: 2021-09-23
Abstract: University surveillance and attendance system using face recognition based on machine 
learning and internet of things focuses to recognize a face over different angles accurately 
through the method HOG. Histogram of Oriented Gradients (HOG) as the detection model 
since it is fast but not very accurate since it is statistical feature extraction. This has many 
methods the most popular are CNN and HOG. The HOG is an image patch that simplifies 
the image by extracting useful information and throwing away extraneous information used 
in computer vision and image processing for object detection. The design of the Face 
recognition system can also be done by model training. We can train the images by creating 
datasets, preprocessing, feature extraction, model training, validation, and prediction. We 
have used the Machine Learning approach of training Support Vector Machine with wavelet 
transformation is a feeder to the model as wavelet transformation localizes images and can 
detect abrupt changes of any shape. The model training can be validated over new images 
and save in a pickle file for prediction from the saved model. This technique helps to 
increase data if required depending on performance or hyperparameter tuning to increase the 
efficiency of model accuracy. We used the Support Vector Machine (SVM) algorithm where 
we have sent cropped raw images long with wavelet transformation to train the classifier. So 
that the model will learn the global features in the image and can accurately predict the 
outcome with appropriate accuracy.
1/6 
All the irnages trained in the dataset are detected 
ppj the nage which is not trained in the data set 
Prop o zed C onvolution Neural Network Mo deI 
Original Image, Pre-processed Inage and Confusion Matrix 
FIG. 1 
TRAININC PHASE TESING PHASE 
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a irm rages 
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arieiractcati.C 
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FIG. 2
Patent AU-2021106049-A4 (AU)
Title: An enhancing visual data caption generation using machine learning
Inventor: INGALE SUMEDH
IPC: G06K9/00
Filed: 2021-08-19
Granted: 2021-12-09
Abstract: AN ENHANCING VISUAL DATA CAPTION GENERATION USING MACHINE 
LEARNING 
The present invention relates to anenhancing visual data caption generation using 
machinelearning. The main aim of the present invention in the field of image caption generation 
is to develop a model that can perceive the visual world around it giving a brief description about 
the content.The process will first extract feature attributes from the given image, identifying the 
nature of these features attributes and the use a module that will try to generate descriptions in 
natural language.
Patent AU-2021106899-A4 (AU)
Title: Method for Providing Vehicle Insurance
Inventor: NEMETH DE BIKAL CLAUDIA
IPC: G06Q10/06
Filed: 2021-08-24
Granted: 2021-11-25
Abstract: The present invention is broadly directed to a method for providing vehicle insurance to a 
person, the method comprising the steps of: 
obtaining a request from the person for an offer of vehicle insurance wherein the 
person is requested to provide an estimate of a maximum distance to be travelled by the 
vehicle during a predetermined period; 
on receipt of the estimate of the maximum distance to be travelled, providing the 
offer for vehicle insurance to the person within a quote and at that time requesting an 
indication of the distance already travelled by the vehicle; 
in the event the indication of the distance already travelled is not received from the 
person, saving the quote for later receipt of the indication of the distance already travelled 
by the vehicle; 
allowing retrieval of the saved quote and receiving from the person via the retrieved 
quote the indication of the distance already travelled by the vehicle; 
insuring the person for insurance events which occur when the vehicle has travelled a 
distance less than or equal to a first predetermined distance limit calculated from the indication 
of the distance already travelled and the estimated maximum distance to be travelled.