baber/WOPTO huggingface dataset:
Patent AU-2012101181-A4 (AU)
Title: A globular fruit slicing device
Inventor: YU SHENGYANG
IPC: A23N1/02
Filed: 2012-08-02
Granted: 2012-08-30
Abstract: Abstract This innovation patent discloses a globular fruit slicing device, including the upper shell, the lower shell matched with the upper shell, the support rod at the bottom of the lower shell, and the sucker at the bottom of the support rod, which can be used for fixation on the table top. There are threads at the upper end of the said support rod and slicing openings at the upper ends of both the upper shell and lower shell. When using, put the globular fruit inside the lower shell and the bottom of the fruit comes into contact with the support rod inside the lower shell; turn the lower shell through the function of threads on the support rod; adjust the height of the support rod, i.e. the height of the fruit to obtain the ideal slicing height; select the size of fruit slices through different slicing openings; This both effectively realizes the convenience of fruit slicing and effectively avoids the fruit knife cutting the figure in the process of fruit slicing.
Patent AU-2012101612-A4 (AU)
Title: A stanchion for a handrail assembly and method of manufacturing a stanchion and handrail assembly
Inventor: DOWDLE ANTONY
IPC: E04F11/18
Filed: 2012-10-17
Granted: 2012-11-29
Abstract: A stanchion 10 including a stanchion body 12 and a stanchion mount 14. The mount 14 extends from a first end 16 of the stanchion body 12. The stanchion body 12 and 5 mount 14 are manufactured from a generally planar material, and are integrally formed. The stanchion body 12 extends in a first generally longitudinal direction Y-Y and the mount extends in a second generally longitudinal direction X-X. A>2.A - : I .c. *.*..*.**.*..*..................~222-. "S - '>22<. .. '. >, "LF 222-
Patent AU-2014100007-A4 (AU)
Title: An optical fiber-based environmental detection system and the method thereof
Inventor: LI JIANQING
IPC: G01K11/32
Filed: 2014-01-06
Granted: 2014-01-30
Abstract: An Optical Fiber-Based Environmental Detection System and the Method Thereof An optical fiber environmental detection system comprising an interferometer, a broadband light source and a detector is disclosed. The interferometer further comprises a thin core fiber, a first single mode fiber and a second single mode fiber; wherein the thin core fiber is coupled to the first and second single mode fiber via a first junction and a second junction respectively. When an emission light reaches the first junction, high order cladding modes will be excited. The excited cladding modes will interfere with the core mode at the second junction. The interferences determine the intensity maximum or minimum of the received signal. When there is an ambient environmental change, a shift of the received signal would be induced. According to the shift, environmental change, for instance ambient temperature, could be determined. 22a 22b Broadbn Detector Figure 1 30a 36a 28a 34a 32a 38a 34a s6a 38b 24a Figure 2
Patent AU-2014100419-A4 (AU)
Title: System and method for scheduling
Inventor: PAGET MARTIN
IPC: G06Q10/00
Filed: 2014-04-28
Granted: 2014-05-29
Abstract: SYSTEM AND METHOD FOR SCHEDULING A method is presently disclosed that includes receiving asset information for a plurality of assets, and each asset has defined inspection requirements (202); determining a list of inspection tasks for each of the plurality of assets based on the inspection requirements (204); receiving workforce information for a plurality of members of a workforce who perform inspection tasks on the assets, wherein the workforce information further includes one or more workforce constraints (206); determining a schedule for the inspection tasks based on the asset information and the workforce information subject to the workforce constraints (208). 0_ CO o E n 0 o C-)C W 32 000 C-) 0-0 a) cL 0 c a c~ 0 3.-a) o 3: a 0 a) o W L.- i-- Cco CC,5i ~ U-0
Patent AU-2014100427-A4 (AU)
Title: A regulating device of drawer panel
Inventor: NG TAI WAI
IPC: A47B88/04
Filed: 2014-04-28
Granted: 2014-05-29
Abstract: The present invention relates to a regulating device for securement and positional adjustment of a drawer panel with respect to a drawer side. In one form, the regulating device comprises a stationary frame depending from the drawer side, an adjusting bracket depending from the stationary frame and with respect to which the drawer panel is releasably secured, a horizontal regulating component for horizontal (ie lateral) adjustment of the drawer panel with respect to the drawer side, and a longitudinal regulating component for longitudinal adjustment of the drawer panel with respect to the drawer side. Figure 3 13 51 52 53 1/
Patent AU-2020100141-A4 (AU)
Title: Air-conditioning unit with compact ionizer assembly
Inventor: CHAN SENG CHANG
IPC: F24F3/16
Filed: 2020-01-29
Granted: 2020-02-27
Abstract: AIR-CONDITIONING UNIT WITH COMPACT IONIZER ASSEMBLY An indoor air conditioner unit comprising a housing including a plurality of components 5 for heat exchanging air; and an ionizer assembly (100) comprising: an ionizer circuit board (102) and ion emitter (104) for generating ions; and an ion discharge tube (106) for discharging ions from the ion emitter (104); wherein the ion discharge tube (106) is routed alongside or through the ionizer circuit board (102) to limit the space required for the ionizer assembly (100) within the housing. [Figure 2] Figure 2 (a) 160mm10 104mm (b)
Patent AU-2020100316-A4 (AU)
Title: A sustainable road base for public roads with the ratio of bitumen contents of 7% to 8% and crumb rubber contents of 1.8% and 2.5% by mass of total mix, in which the crumb rubber is specifically made to 0.6mm using recycled car tyres with high synthetic rubber.
Inventor: WALLER MARK
IPC: E01C7/26
Filed: 2020-03-04
Granted: 2020-04-16
Abstract: A sustainable road base for public roads with the ratio of bitumen contents of 7% to 8% and crumb rubber contents of 1.8% and 2.5% by mass of total mix, in which the crumb rubber is specifically made to 0.6mm using recycled car tyres with high synthetic rubber. Antioxidants, antiozonants, Natural rubber 19% curing systems 14% Steel 12% Fillers 26% Textile 4% Synthetic polymers 24% Natural rubber 34% Antioxidants, antiozonants, curing systems 10% Fillers 24% Steel 21% Textile 0% '0, o o Synthetic polymers 11%
Patent AU-2020100950-A4 (AU)
Title: Preparation method of forward osmosis emergency drinking water pack based on layer-by-layer self-assembly technique
Inventor: LIU LEI
IPC: B01D61/00
Filed: 2020-06-05
Granted: 2020-07-16
Abstract: The disclosure relates to a preparation method of forward osmosis emergency drinking water 
pack based on layer-by-layer self-assembly technique. The drinking water pack is prepared by 
sealing two forward osmosis membrane sheets, draw solution is filled in the water pack 
consisting of the forward osmosis membranes, the forward osmosis membrane is prepared by 
the layer-by-layer self-assembly technique, forward osmosis membrane active layer is at the 
outer side of the water pack, and a support layer is at the inner side of the water pack so as to 
inwardly contact with the draw solution. The disclosure only depends on driving force provided 
by transmembrane osmotic pressure differences to produce drinking water meeting standards for 
drinking-water quality, which is energy-saving and economical. By effective removal of organic 
pollutants and heavy metal ions, the emergency water pack is stable in water production, and 
can reach a water flux of 1.7-3.5 L/(m2 -h), which provides safe and tasty drinking water for 
users under the emergency situations lacking of rescue supplies and clean water sources, such as 
natural disasters, accidents, dangerous situations and field survival. Purified water meeting 
China's "Standard For Drinking Water Quality" (GB5749-2006) can be easily obtained through 
on-site treatment of water pack without additional driving force.
Patent AU-2020100992-A4 (AU)
Title: Tapware
Inventor: KENNY CAMERON
IPC: E03C1/042
Filed: 2020-06-11
Granted: 2020-07-23
Abstract: The present invention relates to tapware. The tapware includes a valve assembly (e.g.  
in-wall valve / mixer body, whether it be a mixer or mixer diverter, etc.) and a 
waterproofing sleeve for fastening to the valve assembly. The waterproofing engages 
with a wall which forms a waterproof seal with the sleeve. A cover sleeve is provided for 
releasably fastening to the valve assembly. Advantageously, the cover sleeve can be 
released from the valve assembly and replaced during renovation, whilst the 
waterproofing sleeve remains in tact. Preferably, the waterproofing sleeve initially 
extends from the wall, and can be cut to a flush finish with the wall.
1 113 
// 
0 
CNJ
Patent AU-2020102276-A4 (AU)
Title: Preparation method of cable insulating layer material having polyolefin grafting polar group
Inventor: LI QI
IPC: C08L23/12
Filed: 2020-09-15
Granted: 2020-10-29
Abstract: The disclosure relates to a preparation method of a cable insulating layer 
material having a polyolefin grafting polar group, belonging to the technical field of 
electrical equipment or electronic equipment insulation. This method is to graft a 
small molecule having a polar group on the molecular chain of the polyolefin 
material so as to inhibit the accumulation of space charges inside the material under 
the action of a direct-current electric field. This material is a recyclable insulating 
material capable of obviously inhibiting the accumulation of space charges, which is 
based on a recyclable thermoplastic polyolefin material as a base and prepared by 
grafting the polar group on the molecular chain of polyolefin through a melting graft 
method. The insulating layer material can be applied to occasions such as novel 
recyclable direct-current cable insulating materials. The insulating layer material 
prepared by this method has not only good space charge performance but also high 
direct-current breakdown intensity and volume resistivity, and meanwhile can be 
recycled so as not to damage environments.  
1
Patent AU-2020103432-A4 (AU)
Title: Method for adsorbing oxytetracycline with cufeo2/bc composite magnetic material
Inventor: LIU GUOCHENG
IPC: B01J20/28
Filed: 2020-11-13
Granted: 2021-01-28
Abstract: The invention discloses a method for adsorbing oxytetracycline with a CuFeO 2/BC composite 
magnetic material, and belongs to the technical field of biochar materials. The method includes 
cleaning, drying, and screening plant straws for later use, crushing and cracking the dried straws, 
cooling to room temperature, washing, drying, grinding and screening to obtain biochar BC; 
mixing the biochar BC, Fe salt and Cu2+ salt in water, and continuously adding a sodium 
hydroxide solution or a potassium hydroxide solution while stirring; transferring the obtained 
solution into a hydrothermal pyrolysis reaction kettle, and carrying out a hydrothermal pyrolysis 
reaction; subjecting a product from the hydrothermal pyrolysis to vacuum-filtration, cleaning, and 
drying treatment, weighing oxytetracycline hydrochloride to dissolve and conducting precise 
volume adjustment, standing the oxytetracycline solution with a concentration of 0-300 mg/L in 
the dark, and adding a CuFeO 2/BC composite magnetic material into the solution containing 
oxytetracycline according to a proportion for adsorption. The prepared composite magnetic 
material can effectively adsorb oxytetracycline and plays an important role in eliminating 
antibiotics in the environment.
Patent AU-2020103724-A4 (AU)
Title: Electric field assisted in-situ fixed-point electrospinning device
Inventor: LONG YUNZE
IPC: D01D5/00
Filed: 2020-11-27
Granted: 2021-02-11
Abstract: The invention relates to an electric field assisted in-situ fixed-point electrospinning 
device, which includes a syringe, a collector and a high-voltage power supply. One end of the 
syringe is provided with a spinning needle, of which end is connected with the positive pole of 
the high voltage power supply. A liquid spray mouth is arranged on the other end of the needle 
and towards the collector. The spinning needle is provided with an electric field constraint 
mechanism which is the distribution of its electric field constraint mechanism. The electric 
field constraint mechanism is installed around the spinning needle which toward the direction 
of the outer periphery of the collector, and the collector is connected with the negative pole of 
the high-voltage power supply. The invention uses an electric field constraint mechanism to 
restrict the distribution of the electrostatic field to a certain range. Therefore, when the 
electrostatic field is limited, the sedimentary position and range under of the spinning fiber 
under electric field force become controllable. It is suitable for most electrostatic spinning 
equipment and apparatus that use needle spinning to improve the spinning effect without large
scale modification of the device, and the effect is obvious.
1/4 
2 34 5 
7 9 
Figure 1 
Figure 2
Patent AU-2021100338-A4 (AU)
Title: Speed tracking control method and system for heavy-haul train
Inventor: YANG HUI
IPC: B61L1/00
Filed: 2021-01-19
Granted: 2021-04-15
Abstract: The present disclosure provides a speed tracking control method and system for a heavy-haul 
train. According to the present disclosure, a multi-particle unit-displacement model of the train is 
established and a robust-adaptive active disturbance rejection control method is adopted, so that an 
error between an actual speed of the train and a target speed is minimized, an anti-interference 
capacity of the heavy-haul train is improved, and high-precision tracking control over the target 
speed of the train is realized.  
2
____ External 
disturbance 
d eng a _ + Heavy-haul 
FIG. 2 
diffeentitor 2 -0trdi 
FIG 3 
FIG3
Patent AU-2021101105-A4 (AU)
Title: Application of USP4 as a biomarker of autoimmune liver disease
Inventor: CHEN YONGPING
IPC: C12Q1/686
Filed: 2021-03-02
Granted: 2021-04-29
Abstract: The invention discloses an application of USP4 as a biomarker of autoimmune liver 
disease, which belongs to the field of medical detection. According to the invention, USP4 is 
applied to preparing autoimmune liver disease markers; The invention also applies USP4 to 
preparing a fluorescent quantitative detection kit for diagnosing autoimmune liver diseases or 
predicting autoimmune liver diseases, and the kit is used for detecting the expression level of 
USP4 in peripheral blood mononuclear cells. Experiments prove for the first time that the 
expression level of USP4 in peripheral blood mononuclear cells of patients with autoimmune 
liver diseases is significantly increased compared with that of healthy subjects. By applying 
the USP4 expression in peripheral blood as a molecular marker, the invention can carry out 
non-invasive detection on autoimmune liver diseases as well as non-invasive dynamic 
monitoring, and it has important clinical application value.
Patent AU-2021102822-A4 (AU)
Title: "the smart energy grid management system.”
Inventor: SHRIVASTAVA ANURAG
IPC: H02J3/46
Filed: 2021-05-25
Granted: 2021-08-12
Abstract: TITLE OF THE INVENTION:
"THE SMART ENERGY GRID MANAGEMENT SYSTEM." 
ABSTRACT 
The smart energy grid management system to commonly to the field of electrical strength 
control systems, and extra specially, to systems, strategies, and apparatus embodiments for 
electric power grid and community registration and settlement for participation in 
electricity supply and/or curtailment as deliver, and for strength or capacity consumption or 
usage via grid factors and merge into server and update and connected to cloud 
configuration system. For governing sources and strategies, aggregated electricity cloud 
methods, load shaping techniques, marginal price cycle-life degradation, load shaping API, 
forward event agenda, on call for request, and load service nation request methods. Various 
policies, constraints of predictive algorithms for signal inputs to determine incremental 
storage cycles, cycle existence degradation marginal value, iterative and forward occasion 
schedule development, and load manipulate. A server is built and configured for IP-based 
verbal exchange with as a minimum one lively grid detail through at the least one 
coordinator system.  
Page 31 of 31
Patent AU-2021103509-A4 (AU)
Title: Radar hrrp target class labeling method based on convolutional auto-encoder
Inventor: WANG HAIPENG
IPC: G06N3/08
Filed: 2021-06-21
Granted: 2021-08-12
Abstract: OF THE DISCLOSURE 
Aiming at the problems of low efficiency and low accuracy of manual labeling for 
massive HRRP samples, the present disclosure provides a radar HRRP target class labeling 
method based on convolutional auto-encoder. The method mainly comprises three stages. In 
the first stage, a convolutional auto-encoder is constructed, and all HRRP samples are used to 
train a convolutional auto-encoder to convergence. In the second stage, an encoder of the 
convolutional auto-encoder is used as a feature extractor to construct the convolutional neural 
network, and the labeled HRRP samples are used to train the convolutional neural network to 
obtain the initial labeling model. In the third stage, the unlabeled HRRP samples whose 
one-hot vector meets the labeling conditions are labeled, and are used to update the 
parameters of the labeling model. The third stage is repeated until the number of labeled 
HRRP samples is no longer increased, thus obtaining the final labeling model. Compared with 
traditional labeling methods, this method makes full use of the unlabeled HRRP samples, 
greatly improves the labeling efficiency and accuracy, and solves the labeling problem of 
massive HRRP samples.  
Fig 3 
17800206_1 (GHMatters) P116565.AU
-2/2
constructing and initializing 
a convolutional auto-encoder 
using all HRRP samples to tmia 
a convolutional auto-encoder 
until the model converges 
using a convolutional auto-encoder 
to construct a labelling model, and 
Using labeled samples to train it to 
converge 
Inputting unlabeled samples into 
a labeling model to obtain 
corresponmg one-hot vector 
Labeling the sampleswhose 
one-hot vector meets the 
conditionsand removing them 
fromthe unlabeled sample  
YES 
Using the newly-added labeled 
samples to update the 
parameters of the labeling 
model until the model converges 
Are 
newy-added labele 
sample?' 
NO 
Ending the algorithm to obtain 
the final labeling model 
FIG3 
2 
17800207_1(GHMatters) P11655.AU
Patent AU-2021105193-A4 (AU)
Title: A method for quantification of indoxacarb in a pigeon pea green, mature pods and soil using lc-esi-ms/ms
Inventor: NAIK R HARISCHANDRA
IPC: G01N30/06
Filed: 2021-08-10
Granted: 2021-11-18
Abstract: The present disclosure relates to a method for quantification of indoxacarb in a pigeon 
pea green, mature pods and soil using LC-ESI-MS/MS. The method comprises: adding 
0.0314 g ammonium formate (5mM), 2ml MeOH, 10pl formic acid (0.01%) and making up a 
volume to 100ml by adding HPLC water to a mobile phase A; adding 0.0314 g ammonium 
formate (5mM), 10p formic acid (0.01%) and making-up a volume to 100 ml with 100% 
MeOH to a mobile phase B; setting a flow rate at 0.4 ml/minute, an injection volume of the 
prepared samples at 2pl with a column temperature 40°C and a gradient program for 
quantification; scanning a mass spectrum of indoxacarb to select the most abundant m/z ion 
(mass-to-charge) for identifying a parent ion (M+H)+ and selecting the parent ion as the 
precursor ion; and optimizing a transitions of a multiple reaction monitoring (MRM) along 
with an acquisition parameter for a high number of selected ions with ESI+.  
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Patent AU-2021107103-A4 (AU)
Title: Human identification based on biometric radiographs: a forensic approach
Inventor: JOSHI SAGAR VASANTRAO
IPC: G06N3/02
Filed: 2021-08-25
Granted: 2021-12-02
Abstract: This invention presents holistic, multimodalrhetoricalhuman identification 
techniques victimization decision-level fusion for hand and dental radiographs.  
The projected human identification system demonstrates the novel 
application of assorted existing texture descriptors for the feature extraction of 
hand and dental radiographs. We've got used grey level Co-occurrence Matrix 
(GLCM), Kirsch's Filter, native Binary Pattern (LBP), changed native Binary 
Pattern (MLBP), Double native Binary Pattern (DLBP), 
Transition native Binary Pattern (t-LBP), native Ternary Pattern 
(LTP), twin Cross Pattern (DCP) and Gabor remodel (GT) for the feel feature 
extraction. Further, we've got planned a changed ALTP methodology that 
tackles the matter of corruption of central pixel within 
the native window because of noise by considering the native window's average 
for the LTP's computation. This methodology slightly outperforms the baseline 
LTP and former texture-based approaches. For classification, we've got used the 
K-Nearest Neighbour Classifier (KNN), Feed-forward Neural Network (FNN), 
Classification Tree (CT), and multiple Support Vectors Machine (m-SVM) at 
the side of every type of option extracted from radiographs.  
The proposed ALTP has given improved human identification accuracy 
(84.40%) compared to traditional texture-based techniques such as GLCM 
(59.20%), Kirsch's filter (63.20%), LBP (77.60%), MLBP (79.20%), DLBP 
(81.60%), t-LBP (82.40%) and LTP (83.20%) using m-SVM classifier.  
Further, we have investigated the Histogram of Oriented Gradients (HOG) for 
the hand and dental radiograph's shape description. It is observed that shape 
features outperformed the texture features for the collected dataset and resulted
in the accuracy of 92.80% compared to promising texture description 
techniques such as ALTP (84.40%), DCP (87.20%), and GT (87.20%).  
Traditional texture and shape based techniques result in poor feature 
representation, lower-order correlation, and low discrimination power of raw 
features. We have developed three-layered deep convolutional neural network 
(DCNN) which m-SVM resulted in a 99.60% recognition rate for human 
identification using collaborative hand and dental radiographs. For the final 
DCNN implementation, we have selected a 3x3 kernel, six filter kernels, a 2x2 
maximum pooling window and the 2-pixel stride.
DESCRIPTIVE DRAWINGS: 
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Machine Learning Approach 
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Fig. A. Overall process flow of the proposed methodology
Patent WO-2013037047-A4 (WO)
Title: Method, apparatus and system for desalinating saltwater
Inventor: SPARROW BENJAMIN
IPC: C02F1/469
Filed: 2012-09-14
Abstract: The present disclosure is directed at an apparatus, method and plant for desalinating saltwater and contaminated saltwater. The apparatus comprises a stack and a manifolding assembly. The stack comprises a product chamber, a first and second concentrate chamber, an anion exchange membrane forming a boundary between the first concentrate chamber and the product chamber and a cation exchange membrane forming a boundary between the second concentrate chamber and the product chamber. The manifolding assembly comprises product and concentrate manifolding fluidly coupled to the product and concentrate chambers respectively, to convey a saltwater being desalinated to and away from the product chamber, and a concentrate to and away from the concentrate chambers. The stack may include a diluent chamber and adjacent anion or cation exchange membranes between the product chamber, diluent chamber and concentrate chamber to respectively convey anions or cations across multiple chambers. The stack may also contain a rinse chamber bounded by an anion exchange membrane to guard the stack electrodes from scaling cations. A cleaning system for cleaning the stack is also disclosed.