baber/WOPTO huggingface dataset:
Patent AU-2011100633-A4 (AU)
Title: Inside-wall soundness inspection apparatus
Inventor: UENO HIDEO
IPC: G01M3/26
Filed: 2011-05-27
Granted: 2011-07-07
Abstract: Here is disclosed an inside-wall soundness inspection apparatus used for inspecting defects such as a crack present on surfaces of an underground piping system, said apparatus   comprising a video-scope, data-processing unit for processing data representing an image captured by the video-scope, a monitor for displaying the captured image and recording means for holding the data representing the captured image. When using the inside-wall soundness inspection apparatus, an operator is 10 required to insert the video-scope into a pipe and manipulate a controller in such manners as the operator considers appropriate on a basis of the image displayed on the monitor when inspecting defects present on the inside-wall surface of the pipe.
Patent AU-2013101230-A4 (AU)
Title: Furniture kit
Inventor: CHUI JUSTIN
IPC: A47D7/01
Filed: 2013-09-16
Granted: 2013-10-24
Abstract: FURNITURE KIT A furniture kit comprises pieces able to be alternatively assembled as a cot (100) or a bed (100') using fasteners that removably secure the pieces as required. The kit comprises two side panels; two end panels (310), each having a pair of returns (320); multiple base panels (220,225); and two rails (210). When assembled as a cot (100), the multiple base panels (220, 225) and rails (210) are assembled as a cot base, and when assembled as a bed (100'), the rails (210) are attached to facing returns (320) of the end panels (310) in a parallel lateral orientation relative to the returns (320) to thereby form a base for supporting a bed mattress when bridged by one of the base panels (220,225), which is supported therebetween by the rails (210). 100 'c~N NN\ x N FIGlA N 100' '~N~ N,~ 'N\ NN ~~NN N\ N NNNN~N> NN~NN~'NN NN NN -> NN~q~N~ FIG lB NN
Patent AU-2016100549-A4 (AU)
Title: Garden Edge & Water Storage
Inventor: CREEK GEORGE
IPC: A01G9/28
Filed: 2016-05-09
Granted: 2016-06-02
Abstract: Do-It-Yourself (DIY) landscape boundary making system, comprising of edge segments to form any garden or footpath edging it can be raised to any height by stacking and/or to create curves. The edges described comprise of pegs (6) and edge/water 'rage segment (1) where the peg is a separate member of the edge/water storage segment. In a preferred embodiment, the pegs d edges comprise of a plurality of vertical and elongated members configured to resemble solid bricks to inter-connect the ge/water storage segments. Each of the edge/water storage segment is coupled to an adjacent edge/water storage segment so as create a flexible bending about a vertical axis. Each of the edge that makes up the boundary possesses a cylindrical connection >ng the vertical axis of the edge member so that they can be connected without any "secondary" locking pins or fasteners. The -sent invention was developed to enable the garden edges to light up the garden or footpath boundaries with LED/wires (3) :ured to the edge by LED covers (4) and at the same time store water in the edge itself. The edges are connected to each other tubes (5) in order to: - a) irrigate the soil adjacent to a plant, and b) illuminate the peg cylindrical chamber. A saddle (2) is ded to protect the body of the edge/water storage segment and the wires joining the string of LEDs. 1 1"~q t OeIIOf c other embodiment of the present invention shown below comprises of the edge modified into a cradle (1) that can support and ck stone bricks and/or water storage containers (3) together with the LED/wire (4) and LED cover (5). Further variations of the sent invention includes replacement of the string of LEDs with standalone solar LED light units or LED lamps. vK 7 'Jt
Patent AU-2017101752-A4 (AU)
Title: Pressure Gauge Structure
Inventor: CHOU CHIU-SUNG
IPC: G01L7/08
Filed: 2017-12-14
Granted: 2018-02-01
Abstract: A pressure gauge structure contains: a body in which a bow-shaped frame and a holder mounted under the bow-shaped 5 frame, a contact film defined between the bow-shaped frame and the holder. A connector is connected on a bottom of the holder, and a test conduit passes through the holder and the connector and accommodates a tested object, wherein the contact film contacts with a separation washer corresponding to the contact film. 'I 'I
Patent AU-2018100138-A4 (AU)
Title: Security device for roller closure
Inventor: WIGHT TERRY
IPC: E06B9/56
Filed: 2018-02-01
Granted: 2018-03-01
Abstract: A security device 10 for a roller door, roller shutter, or similar closure includes one or more elongate members 12 which have an underside for placement on a 5 substantially level surface. The one or more elongate members define an upper side 14 of the security device. The upper side 14 has a contour with at least one longitudinally extending raised portion 28 and a longitudinally extending lower portion 22 adjacent to a longitudinally extending step 20 to the lower portion 22. The contour of the upper side 14 is such to allow vehicular passage thereover.
Patent AU-2018100917-A4 (AU)
Title: Method for Producing a Beef Brick
Inventor: ZHANG ZHENHUA
IPC: A23L13/10
Filed: 2018-07-02
Granted: 2018-08-09
Abstract: Abstract There is provided a method for producing a beef brick in a brick shape from beef trimmings in frozen status. The method comprises defrosting the beef trimmings in a defrosting environment that meets a set of conditions retaining quality of the beef trimmings; cutting the beef trimmings into beef slices with a slice thickness that is suitable for reacting with food additives; loading a slice weight of the beef slices into a vacuum tumbler; loading food additives into the vacuum tumbler, the food additives including a first weight of water, a second weight of transglutaminase, and a third weight of phosphorus compounds, wherein the first weight, the second weight and the third weight are in proportion to the slice weight to facilitate holding the water in the beef slices and bonding the beef slices; vacuum tumbling the beef slices with the food additives in the vacuum tumbler in a tumbling pattern to cause the water to be substantially held in the beef slices to increase tenderness of the beef slices; loading the beef slices with the food additives into a reusable container for the beef slices to react with the transglutaminase for a period of time to bond the beef slices in the reusable container; loading the beef slices into a food forming machine to produce the beef brick in the brick shape from the beef slices; and freezing the beef brick. Defrosting the beef trimmings in a Cutting the beef trimmings into beef defrosting environment that meets a set slices with a slice thickness that is of conditions retaining quality of the beef suitable for reacting with food trimmings additives Loading food additives into the vacuum tumbler, the food additives including a 130 first weight of water, a second weight of transglutaminase, and a third weight of phosphorus compounds, wherein the first Loading a slice weigh of the beef weight, the second weight and the third slices into a vacuum tumbler weigh are in proportion to the slice weight to facilitate holding the water in the beef slices and bonding the beef slices u .n Loading the beef slices with the food Vacuum tumbling the beef slices with theadiveinoarublcntnr food additives in the vacuum tumbler in additives into a reusable container a tumbling pattern to cause the water to for the beef slices to react with the be substantially held in the beef slices to transglutaminase for a period of time to bond the beef slices in the increase tenderness of the beef slices reusable container Loading the beef slices into a food Freezing the beef brick in a refrigerating forming machine to produce the beef device. brick in the brick shape from the beef slices Fig.1
Patent AU-2019100036-A4 (AU)
Title: A symmetric encryption scheme for color light field image
Inventor: WEN WENYING WEN
IPC: H04L9/00
Filed: 2019-01-14
Granted: 2019-02-28
Abstract: Abstract: The light field image (LFI) information includes the intensity of the collected object, and the direction of the light is recorded. Light field image as 4-D scene representation include 2-D spatial domain and 2-D angular domain. In this patent, we propose an encryption scheme for color light field images based on DNA sequence and chaotic system. Firstly, we employ an angular domain plane to represent the multi-view image of the LFI and then obtain a sub-view image in spatial domain. Given the sub-view image and the random matrix, a block processing method is applied to divide multiple sub-blocks. After the block processing, the DNA sequence and the chaotic system are used to encrypt the sub-view image. Moreover, considering the relationship between the two planes, we apply the Arnold transform for all the sub-view images to realize the final encryption. (a) (b) (c) (d) (e) (f Fig. 1 The corresponding encryption and decryption results. (a) Original sub-view image. (b) Encrypted image of sub-view image. (c) Decrypted image of sub-view image. (d) Original multi-view image. (e) Encrypted image of multi-view image. (f) Zoomed image of encrypted image of multi-view image. A visual example of illustrating the encryption and decryption results.
Patent AU-2019100969-A4 (AU)
Title: Chinese Food Recognition and Search System
Inventor: DONG JIANXIANG
IPC: G06N3/02
Filed: 2019-08-29
Granted: 2019-10-03
Abstract: Abstract An image recognition and search system of Chinese dishes is based on deep learning algorithm. And it is able to recognize four popular Chinese dishes: Potato Silk, Baby Cabbage, Mapo Tofu and Fried Beans and then search in local files to display a similar image in the same type. Our image recognition system mainly includes three parts: Data preprocessing, Training model and Graphic user interface. The input images are collected by the searching keyword on the Internet. After the Data preprocessing, in which we present out effort to remove the irrelevant images, we transforms the input image to the format of 32X32 resolution. Then the dataset we collected are separated into two parts: Training set and the Test set. And we build out convolutional neural network (CNN) which consists of 4 convolutional layers and 2 full connected layers. Then this system processes extracts features of input data by going through convolutional layers and classifies the image through full connected layers. Our Chinese food recognition system achieves an average accuracy of 83.25% on the test. By using the Graphic User Interface, the users can upload the target picture and the operations and results will be displayed on the textfield.
Patent AU-2020104203-A4 (AU)
Title: Device and method for measuring forward and reverse sap flow density of tree trunks
Inventor: ZHANG JINSONG
IPC: G01N33/00
Filed: 2020-12-21
Granted: 2021-03-11
Abstract: Disclosed is a device and a method for measuring forward and reverse sap flow 
densities of tree trunks. The device comprises a sensor and a controller; the sensor 
comprising an upper probe, a middle probe and a lower probe that are equally spaced 
5 from top to bottom along an extending direction of a tree; each of the upper probe, the 
middle probe and the lower probe is provided with a temperature measuring component; 
the middle probe is further provided with a heating component; and the controller is used 
for controlling the temperature measuring component to collect temperature data and 
controlling the heating component to heat. According to the present disclosure, traditional 
10 Granier-type thermal diffusion (TDP) method commonly used in conventional method for 
measuring the sap flow density is replaced for solving the problems of low precision, high 
power consumption, and poor practicability.
1/1 
FIG. 1
Patent AU-2021100434-A4 (AU)
Title: A system and method for predicting bipolar disorder and schizophrenia based on non-overlapping genetic phenotypes
Inventor: S KARTHIK
IPC: C12Q1/6876
Filed: 2021-01-23
Granted: 2021-04-15
Abstract: The present disclosure relates to a system and a method for predicting bipolar disorder and 
schizophrenia based on non-overlapping genetic phenotypes. A rank-based gene biomarker 
identification and classification framework is proposed to identify the overlapping and non
overlapping gene patterns of bipolar disorder and schizophrenia. The dataset used in this 
experiment is obtained from gene expression omnibus database. As an outcome of this 
experiment, seven biomarkers are identified as the overlapping genes. Also, 60 and 68 
informative gene biomarkers are identified on bipolar disorder and schizophrenia dataset as 
feature subsets to discriminate the samples. Overlapping genes are eliminated to increase the 
diagnostic accuracy of the disorders. The performance of the proposed system is evaluated 
with standard existing machine learning techniques. This proposed framework attained 
97.01% and 95.65% accuracy on bipolar disorder and schizophrenia dataset with deep neural 
network model outperformed other benchmarked techniques and proved its efficacy.  
37
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Patent AU-2021100921-A4 (AU)
Title: System and method to modelling and managing enterprise architecture utilizing artificial intelligence and machine learning
Inventor: GASCOIGNE HEATH
IPC: G05B13/04
Filed: 2021-02-18
Granted: 2021-04-29
Abstract: Using Al and machine learning to model and manage enterprise architecture.
2/16 
106 o-200 
202 204 
Processor Business Motivation Model 
Tg pModule 206 
Governance Module 208 
Current Operating Model 
Module 210 
Benefit Module 212 
iTarget Operating Model Module 214 
Road Map Module 216 
Design Module 218 
Blueprint Module 220 
Complementary Framework 
Module 222 
True Modelling Module 224 
Text Driven Module 226 
Transparency Module 228 
Dashboard Module 230 
Automation Module 232 
Network User Terminal 
234 236 
FIG. 2
Patent AU-2021101257-A4 (AU)
Title: Usb: auto data store your gmail and link share your mobile no.) using ai- based programming
Inventor: SHARMA YOGESH KUMAR
IPC: G06F13/10
Filed: 2021-03-10
Granted: 2021-05-06
Abstract: Our Invention USB: auto data store your gmail and link share your mobile no.) 
using Al- based programming is an intelligent automated advanced voice based 
assistant system engages with the user in an integrated unique manner using Al
based programming. The invention is also an external service when appropriate 
to obtain information or perform various actions and the system can be 
implemented using any of a number of different platforms, such as the email 4-G 
phone and the like, or any combination. The system is based on sets of 
interrelated domains and tasks and employs additional functionally powered by 
external services with which the system can interact. The invention is a 
computers implemented on USB drives data store and protected by biometric 
input if anyone can format the USB the data auto stores in the gmail and link 
share user mobile no. The invention is an Exemplary personal computers include 
a Nano kernel or minikernel configured to boot when connected to a host 
computer and Memory is provided for storing the kernel and encrypted data, 
secure keys and certificates, and one or more software applications. The 
invention is a kernel is configured to allow software applications to run on the 
host computer and execute on the user data stored in the memory when the 
computing apparatus is connected to the host computer and booted.  
13
,,,36 16 
14 
12 
FIG. 1 is a schematic view of the biometrics parameters protected USB interface portable data storage 
device; 
FIG. 2 is a System Functional Block Diagram, of the device of FIG. 1.
Patent AU-2021101577-A4 (AU)
Title: An iot based system for emergency healthcare
Inventor: DHIMAN GAURAV
IPC: A61B5/00
Filed: 2021-03-27
Granted: 2021-05-20
Abstract: AN IOT BASED SYSTEM FOR EMERGENCY HEALTHCARE 
The present invention relates to an IOT based system for emergency healthcare including a body 
worn on a user's wrist, wirelessly connected to a user platform for providing real time 
information regarding user's vital signs towards a healthcare personnel, multiple sensors fitted in 
the body for measuring the user's vital signs, an Al based imaging unit configured in the body 
for visually monitoring health status and well being of the user, a communication module fitted 
in the body establishing connection with the user platform for providing real time health 
information of the user detected through the sensors and imagining unit towards the healthcare 
personnel, a vein detection module attached to the body connected to the communication module 
for locating the user's vein and a non-invasive injector configured in the body for administering 
administers therapeutic medicine in coordination with the vein detection module, providing 
remote health care monitoring and first aid treatment to the user
1/1 
Savors Imgb unit 
Communication ther platform 
Microcontroller module ---------- ------ accessed by 
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of medicine professionals 
Vein detection 
module 
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Figure 1
Patent AU-2021101890-A4 (AU)
Title: Internet of things apparatus for detection & monitor operation physical parameter for safe manhole
Inventor: ACHARYA BISWARANJAN
IPC: G08B23/00
Filed: 2021-04-13
Granted: 2021-06-03
Abstract: INTERNET OF THINGS APPARATUS FOR 
DETECTION & MONITOR OPERATION PHYSICAL 
PARAMETER FOR SAFE MANHOLE 
ABSTRACT 
The present invention relates to internet of things apparatus for detection & 
monitor operation physical parameter for safe manhole. The objective of the 
present invention is to solve the problems in the prior art related to adequacies in 
technologies of safety for the manhole.  
19
DRAWINGS 
Applicants: Biswaranjan Acharya & Other 
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20
Patent AU-2021104726-A4 (AU)
Title: An adaptive malicious punishment diffusion Least Mean Square (LMS) algorithm under adversarial attack.
Inventor: CHEN FENG
IPC: H04L29/08
Filed: 2021-07-29
Granted: 2021-11-11
Abstract: : 
In recent years, distributed estimation over wireless communication systems has received much 
attention. Some algorithms for distributed parameter estimation have been proposed. However, 
when some agents appear to compromise and send falsified data to the neighbor's agents, distributed 
algorithms are vulnerable to attacks from adversarial agents. So, we consider the problem of secure 
distributed estimation over WSNs in the presence of malicious attacks on sensors and 
communications. Based on reference estimate, a threshold test is constructed, and then the secure 
network topology is detected for achieving secure data fusion. An adaptive malicious weight DLMS 
algorithm is proposed to mitigate the malicious attacks. Numerical simulations are carried out to 
confirm our analysis. The simulation results show that the proposed algorithm is robust to the 
malicious attacks.  
1
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Patent AU-2021104900-A4 (AU)
Title: Peer-to-Peer Digital Referral System
Inventor: PLAYER MILTON
IPC: G06Q10/06
Filed: 2021-08-04
Granted: 2021-09-30
Abstract: A system for facilitating peer-to-peer digital referrals from one agent to another agent. The system 
comprises a first and second client, which are connected via communications channels to a server. The 
clients are operable to generate digital referrals, which may be transmitted to the server via the 
communications channels. The server may then transmit the digital referrals to the clients, which may 
process said digital referrals.
3 / 3 
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3-13 
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3-17 
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3-19 
Figure 3
Patent AU-2021105061-A4 (AU)
Title: Extractor fan apparatus for extracting cooking vapours downwards
Inventor: NEUNHAUSERER DANIEL
IPC: B08B15/02
Filed: 2021-08-06
Granted: 2021-09-30
Abstract: The invention relates to an extractor fan apparatus for extracting cooking 
vapours downwards. The extractor fan apparatus comprises at least one fan 
5 for aspirating the cooking vapours, an inflow opening for the entry of the 
cooking vapours into the extractor fan apparatus, a filter seat which is 
arranged downstream of the at least one fan and on which at least one filter 
for filtering the cooking vapours can be arranged, and a filter replacement 
space which extends between the inflow opening and the at least one filter 
10 seat, the filter replacement space being configured for the reversible 
removal of the at least one filter from the filter seat through the inflow 
opening.
1/7 
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Patent AU-2021105182-A4 (AU)
Title: Plastic modified bitumen in partially rubber aggregated asphalt for road construction using marshall stability test
Inventor: RATHOD RAJSHEKHAR GOPAL
IPC: C08L19/00
Filed: 2021-08-09
Granted: 2022-06-09
Abstract: PLASTIC MODIFIED BITUMEN IN PARTIALLY RUBBER AGGREGATED 
ASPHALT FOR ROAD CONSTRUCTION USING MARSHALL STABILITY TEST 
The present disclosure relates to ultilisation of the plastic modified bitumen in partially 
rubber aggregated asphalt for road construction using marshall stability test. Waste Plastic 
and Crumb Rubber are a major threat to the environment as they are not naturally 
biodegradable and increases environmental pollution. Here in the present invention, we uses 
the blend of lend using Waste Plastic, Crumb Rubber, Bitumen and Aggregates in 
construction of roads. For getting the perfect blend a series of tests on various blends were 
done. The various tests performed were Softening Point Test, Penetration Value Test, 
Ductility Test, Aggregate Impact Value Test, Aggregate Crushing Value Test, Los Angeles 
Abrasion Test, and Marshall Stability Test. It was found out that plastic can be used up to 
6% by the weight of Bitumen, and Crumb Rubber by 5% by the weight of aggregate when 
Marshall Stability test was performed. During this novel research blend of both materials are 
used. It is found that J. Blend of Bitumen and Aggregate with 6% Waste Plastic as a partial 
replacement of Bitumen by the weight of Bitumen and 5% Crumb Rubber by the weight of 
Aggregate shows maximum stability by Marshall Stability Test.  
(FIG. 2a and 2b will be the reference figures) 
- 14-
FIG. 2a FIG. 2b 
FIG. 2a Aggregates and Crumb Rubber required for preparing the mix 
and 
FIG. 2b Mould specimen prepared at Transportation Engineering Lab at MIT ADT 
University 
- 15-