baber/WOPTO huggingface dataset:
Patent AU-2021102880-A4 (AU)
Title: A novel system for covid-19 prediction in chest radiography images using hybrid quantum mask r-cnn model
Inventor: MEKA JAMES STEPHEN
IPC: G06N3/04
Filed: 2021-05-27
Granted: 2021-10-07
Abstract: A NOVEL SYSTEM FOR COVID-19 PREDICTION IN CHEST RADIOGRAPHY 
IMAGES USING HYBRID QUANTUM MASK R-CNN MODEL 
ABSTRACT 
Developing a precise model to anticipate COVID-19 via Chest Radiography Images is 
required to help in preliminary diagnosis. In Pattern Recognition and Image 
Classification, Convolutional Neural Networks is one of the most widely used and 
efficient deep learning models. The Mask R-CNN (Regional-Convolutional Neural 
Networks), a segment-based image classification algorithm, achieves superior results in 
detecting a variety of diseases, including heart disease, dental disease, brain tumor, and 
pneumonia disease. Entanglement in quantum computing enables qubits that behave 
randomly to be perfectly correlated with one another. Specific complex problems can be 
solved more efficiently on quantum computers by utilizing quantum algorithms. The 
present invention disclosed herein is a Novel System for Covid-19 Prediction in Chest 
Radiography Images using Hybrid Quantum Mask R-CNN Model comprising of Random 
Quantum Circuits, Quantum Convolutional Neural Networks, and Modified Mask R
CNN; used to detect lung disease and identify COVID-19 or Pneumonia patients. The 
present invention disclosed here contains ten layers, including an input and reshape image 
layer, four quantum convolutional layers with varying features, fully connected layer, 
fragmental output layer, classifier layer, Modified Mask R-CNN layer, and an output 
layer. The image classification is accomplished using two layered quantum convolutional 
layers that incorporate variable features and Max pooling. Further, Two classifiers are 
used in the classifier layer to aid in disease detection. The Hybrid Quantum Mask R-CNN 
(HQMRCNN) uses a modified Mask R-CNN to improve the accuracy. The proposed 
invention is tested with three datasets of Chest Radiography with 4044 COVID-19, 5500 
Normal, and 5427 Pneumonia Images. The present invention disclosed herein 
outperformed other existing models with an accuracy of 98.4% on COVID-19 Chest X
ray Dataset, 95.1% on Normal Chest X-ray Dataset, and 89.1% on Pneumonia Chest X
ray Dataset. With regard to the accuracy, and cost the present invention HQMRCNN 
model excelled other models.
1/5 
A NOVEL SYSTEM FOR COVID-19 PREDICTION IN CHEST 
RADIOGRAPHY IMAGES USING HYBRID QUANTUM MASK 
R-CNN MODEL 
DRAWINGS 
START _0 FULLY CONNECTED LAYER107 
LOAD, RESHAPE IMAGES 102 CLASSIFIER LAYER 108 
WITH (28*28*1) 
QUANTUM 
INTERMEDIATE OUTPUT 109 
CONVOLUTIONAL LAYER-1 103 LAYER 
4(14*14*4) 
QUANTUM APPLY MODIFIED 
CONVOLUTIONAL LAYER-2 104 MASK R-CNN n1o 
1 (7*7*16) 
QUANTUM FNLOTU AE 
CONVOLUTIONAL LAYER-3 105 FINALOUTPUTLAYER 
4 (3*3*64) 
QUANTUM QATM16STOP 112 
CONVOLUTIONAL LAYER-4 
F(1*1*256) 
Figure 1: Data Flow in Hybrid Quantum Mask R-CNN Model
Patent AU-2021103020-A4 (AU)
Title: The apparatus for developing programs by using green computing circuit.
Inventor: RAO KOTESWARA VADDEMPUDI
IPC: G06F3/0481
Filed: 2021-06-02
Granted: 2021-07-29
Abstract: The apparatus for developing programs by using green computing circuit comprising to 
green computing circuit. More particularly present invention relates to developing and 
implementation of the programs by eco- green circuit computing and decreases the waste of 
selection, also relates to programs runs on green computing system. Also wherein practice, 
executable by using the processor, to decide a depth vicinity of a structure in the tissue 
sample based totally on the data acquired via the mild sensor when the tissue sample is 
illuminated via every of the plurality of illumination assets contains an coaching to decide a 
depth vicinity of a structure within the tissue sample based on a crucial wavelength of light 
emitted by means of at the least one of the plurality of illumination resources. Also 
graphical application, wherein the user enter specifies annotation facts indicating a model 
of computation and constraints for the first practical block of system.  
Page 28 of 28
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APPLICANTS NAME:- Bukke Kiran Naik ; Pedisetti Kumar Sai Tejes ; Asif Afzal 
Tikendra Nath Verma ; Moon Banerjee ; Upendra Rajak ; Abhishek Dasore ; Tulala 
Rajasanthosh Kumar 
Sheet 2 of 2 
Page 23 of 28
Patent AU-2021103054-A4 (AU)
Title: Preparation method and extraction method of magnetic molecular imprinted polymer of larch flavonoid active ingredient
Inventor: LABA CIDAN
IPC: B01J20/10
Filed: 2021-06-03
Granted: 2021-08-05
Abstract: The invention discloses a preparation method and an extraction method of magnetic 
molecularly imprinted polymer of larch flavonoid active ingredients, which comprises the 
following steps: mixing template raw materials with organic solvents and functional 
monomers, then adding crosslinking agent and initiator, introducing nitrogen to obtain a 
polymer, magnetically separating and drying under vacuum to obtain a reaction material, 
eluting and removing the template through Soxhlet extraction method, then removing residual 
organic matters, and drying, wherein the functional monomer is 4-vinyl pyridine, he template 
raw material is dihydroquercetin. The molar ratio of template raw material, functional 
monomer and crosslinking agent is 1: (2-6): (20-30). The preparation method stated is simple 
and low in cost.
Patent AU-2021105519-A4 (AU)
Title: A method for the implementation of special mathematical functions on an fpga platform
Inventor: K SHAH DIVYA
IPC: G06F17/11
Filed: 2021-08-15
Granted: 2021-11-11
Abstract: The present disclosure relates to a method for an implementation of a special 
mathematical functions on a FPGA platform. The method comprises: acquiring an input and 
an output for a functions gamma, error, dawson, GHF and ML function; training a neural 
network with a hidden layer of a plurality of 10 neuron and simulating the neuron to obtain a 
MATLAB results; designing an ANN system using a VHDL wherein, an IP cores is used for 
a basic floating point (FP) arithmetic operators wherein, simulating the VHDL code in a 
ModelSim for a simulation results; compiling the results like a resource utilization, power 
and frequency and analyzing the results using a Quartus Prime synthesizer; and generating a 
bit stream file is and transferring the file to the FPGA and the results are viewed on a DSO 
wherein, for a benchmarking, a FPGA data is obtained from a SignalTap signal analyzer.  
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Patent WO-2011011885-A4 (WO)
Title: Module solaire à guide de lumière, procédé de fabrication de celui-ci et panneau fait de celui-ci
Inventor: MORGAN JOHN-PAUL
IPC: H01L31/048
Filed: 2010-07-29
Abstract: Linvention concerne un panneau solaire à guide de lumière qui comporte une couche de déviation, une couche de guide de lumière et une cellule solaire en communication optique avec la couche de guide de lumière. La couche de déviation reçoit la lumière sur une première surface et introduit la lumière dans la couche de guide de lumière. La couche de guide de lumière propage la lumière vers la cellule solaire, qui est alignée de manière généralement parallèle par rapport à la surface dentrée.
Patent WO-2010119141-A4 (WO)
Inventor: GUENTHER EGGERT
IPC: F04C2/344
Filed: 2010-05-04
Abstract: Control of the vanes of vane machines by means of a disk-shaped control link arranged inside a divided rotor, which control link is connected to the housing of the machine by means of a central axle in the alignment of the rotor shaft and takes on the guidance of the vanes when the rotor rotates relative to the housing track.
Patent WO-2013118079-A4 (WO)
Title: Accouplement de tuyaux
Inventor: MANNHART HUBERT
IPC: F16L21/06
Filed: 2013-02-07
Abstract: L'invention concerne un accouplement de tuyaux (11) pour relier deux extrémités de tuyaux, comprenant une bande de serrage (12) qui présente une fente longitudinale (31) ayant un premier côté (32) et un deuxième côté (33), un mécanisme de serrage (21) pour réduire le diamètre intérieur de la bande de serrage (12) ainsi qu'un élément de pontage (36) pour ponter la fente longitudinale (31), qui s'étend depuis le premier côté (32) en direction du deuxième côté (33). L'élément de pontage (36) est situé sur le côté intérieur de la bande de serrage (12) et s'étend depuis le premier côté (32) en direction du deuxième côté (33) sur une section en arc, la longueur de la section en arc étant inférieure à la circonférence intérieure de la bande de serrage. En outre, un élément d'écartement (41) s'étendant dans une section en arc est fixé sur le côté intérieur de la bande de serrage (12), le bord (42) de l'élément d'écartement (41) orienté vers le deuxième côté (33) étant disposé à distance de ce deuxième côté (33) et ce bord (42) de l'élément d'écartement (41) formant une butée pour une extrémité libre (37) de l'élément de pontage (36).
Patent WO-2014076669-A4 (WO)
Title: Non-stationary magnetic field emitter, its connection in system and data modulation method
Inventor: FLOREK MIROSLAV
IPC: H04W4/80
Filed: 2013-11-15
Abstract: The emitter is intended to provide a contactless communication channel (particularly RFID/NFC) in miniature build space. The emitter has an oblong, at least partially ferrite core (1), the core (1) is winded up by a wire (4) with at least two threads (2), the threads (2) are on the core (1) placed tightly next to each other and the effective width (w)of one thread (2) corresponds to the radius of the core (1) in the circular core (1) cross-section, or corresponds to the equivalent radius in other shapes of the core (1) with deviation up to +-75%. The wire (4) of the coil is flat, or the coil includes several wires held parallel to each other (41 to 4N) forming a multi-stage thread. The emitter can be placed in the removable memory card (5) and/or on the PCB board (10) and/or SIM card (9) and/or battery (11). Modulation of data transmitted by the emitter uses electromagnetic wave generator with a frequency different from the receiver, difference of these frequencies corresponds to the subcarrier frequency.
Patent WO-2014099857-A4 (WO)
Title: Unité d'entraînement variable hybride multi-mode
Inventor: PUIU DUMITRU
IPC: B60K6/48
Filed: 2013-12-17
Abstract: L'invention porte sur une boîte de vitesses hybride, qui produit de multiples modes de fonctionnement dans un ensemble compact. La boîte de vitesses hybride utilise des moteurs électriques compacts et présente une construction simple par rapport à des boîtes de vitesses hybrides classiques.
Patent WO-2015167780-A4 (WO)
Title: Procédé et système permettant d'empêcher une fraude
Inventor: HOWE KATHY ANN
IPC: G06Q20/40
Filed: 2015-04-10
Abstract: L'invention concerne des procédés et des systèmes permettant d'empêcher une fraude pendant une transaction financière. Un consommateur peut s'abonner, entrer et stocker ses informations personnelles et commerciales de carte de crédit et de débit, numéros de compte, codes PIN, identifiants de session et mots de passe sur un site web sécurisé. Le consommateur peut également télécharger vers l'amont des données biométriques, telles qu'une empreinte de pouce ou une empreinte digitale, dans le système de sécurité à l'aide d'un téléphone intelligent ou d'une tablette. L'empreinte de pouce et les empreintes digitales agissent comme identifiant du consommateur lors de l'utilisation du service et du système. Au niveau du point de vente, le consommateur place son pouce ou un doigt sur le lecteur biométrique. La valeur d'achat est envoyée au système de sécurité après que le consommateur a choisi une carte de crédit ou de débit. Le système de sécurité envoie une demande de paiement à la société émettrice de carte de crédit si l'empreinte de pouce correspond. La société émettrice de carte de crédit détermine s'il faut approuver la transaction et si tel est le cas, remet le paiement au système de sécurité. Le système de sécurité remet ensuite le paiement au vendeur.
Patent CH-687611-A5 (CH)
Inventor: STEINLIN MICHAEL
IPC: B65D33/16
Filed: 1993-01-05
Abstract: The height of each protrusion (11) can be at least three times the thickness of the arm (6) from which it extends. It can have a curved surface, being joined to the arm via its edge (15) on the inside of the clip, typically at the bottom. The portion of its surface, extending outwards from its mid-point, can form an inlet surface for the bag mouth (3). The other arm, without a protrusion, of the clip can be longer than the first one.
Patent CH-619369-A5 (CH)
Title: Training device for games with a small ball or a large ball (ball games), particularly for football
Inventor: TORRES REMY
IPC: A63B69/00
Filed: 1978-01-05
Abstract: The training device comprises a non-extendable net (1) stretched between its two opposite lateral edges integral with rectilinear and semi-rigid elements (2). The elements (2) are connected to the uprights (3) of a portal (4) by means of elastic tension members (5) coupled to hooks (6) of the portal. The longitudinal top and bottom borders are integral with elastic tension members (7) running from one element (2) to the other. Application: permits training without having to run after the large ball. <IMAGE>
Patent CH-682614-A5 (CH)
Title: Method for scrambling and unscrambling a video signal.
Inventor: KUDELSKI ANDRE
IPC: H04N7/169
Filed: 1990-02-21
Abstract: A scrambling method wherein each image line (23-309) of a frame having been produced in unscrambled form before being scrambled, is given the pseudorandomly determined address (B) of the memory line in the storage memory (8) in which said image line is to be stored on reception; and wherein the moment (or the running order) for broadcasting said image line is determined so that on reception, the image line causes, because it is stored in the memory line to which it was addressed, the image line previously stored at the same address to be output to the television set at the right moment (or in the right order) so that an unscrambled picture is reconstructed.
Patent CH-665329-A5 (CH)
Inventor: RUCH NINO
IPC: A47G7/08
Filed: 1985-03-22
Abstract: The novel container can be used for hydroponics or plants in earth. In the case of one of its embodiments, a container shell (12), reinforced by a bead (42) and terminated at the bottom by a base (32), is surrounded by at least one sheet-metal strip (52,52'), which runs around at a distance from it and may exhibit a pattern, for example of holes. Depending on the season, cut flowers, sprigs of fir or the like can be inserted between the sheet-metal strip and the container shell, which, just as the breaking up of the form by the sheet-metal strip, additionally offsets the plain effect of a simple container and offers variation. A saucer underneath the container can supply the cut flowers with water, but of course also receive earth for permanent planting. Instead of this, the intermediate space between the container shell and the sheet-metal strip can also be provided for receiving a fluorescent tube or string of filament lamps, which illuminates from below the protruding parts of the plants rooted in the container, or be supplemented by a fluorescent tube within the rim of the container shell. <IMAGE>
Patent CH-693450-A5 (CH)
Inventor: TSCHUDI JEAN-PIERRE
IPC: C05F17/00
Filed: 1996-05-22
Abstract: A method for continuously treating unsorted municipal waste to produce a high quality, recycled humus, includes the steps of continuously transporting the waste to a liquid containing soaking tank and, en route, magnetically removing ferrous parts and screening out coarse parts beyond a predefined size, and depositing the remainder of the waste in a liquid containing soaking tank to form a slurry, while continuously skimming off floating matter and removing settled out heavy matter. Dried slurry is continuously subjected to thermomechanical treatment involving high mechanical pressure and high frictional and warping forces, so that the temperature thereof is increased substantially and the microorganism content thereof is changed, rendering the resultant material hygienic, practically germ-free, neutral in odor and loose, springy and full in structure. The resultant material is then heaped into piles for aerobic composting.
Patent CH-693426-A5 (CH)
Title: Sheet material flexure angle determination method has sensor head of defined length inserted between bent sections of sheet material
Inventor: KAESER ROLF
IPC: G01B5/24
Filed: 1999-08-04
Abstract: The flexure angle determination method uses a flexure device (1) with a stamp (5) and a matrix (6) for flexure of the sheet (16), a sensor head (11) of defined length (L) inserted between the bent sections (16a,16b) of the sheet until it contacts the latter and the position of the sensor head relative to the stamp and the absolute position of the stamp used for calculating the flexure angle.
Patent CH-614303-A5 (CH)
Title: Electronic tone-generating device for installation into a piano, and piano having the tone-generating device
Inventor: ALLMEN MARTIN VON
IPC: G10C5/00
Filed: 1977-02-18
Abstract: On a support (7) fastened on the keyboard (6), an elongate angle profile (8) is mounted pivotably about an axis (11) which is parallel to the keyboard. The angle profile (8) is provided with a series of contact tongues (10) which activate the circuits (9) for the electronic tone generation. By means of a pivoting device, the angle profile (8) can be pivoted out of a rest position (A), outside the movement area of the piano keys (1), into an operating position (B). The free leg of the angle profile (8) then projects into the movement paths of those ends of the keys (1) directed towards the piano strings. In the rest position (A) of the angle profile (8), the mechanical tone generation of the instrument is not impaired in any way. After pivoting the profile (8) into the operating position (B), the struck keys (1) actuate the contact tongues (10). The free leg of the profile (8) restricts the movement of the keys (1) such that the hammer mechanism is not actuated. The instrument then forms an electronic organ by means of the tone-generating device. <IMAGE>
Patent CH-674873-A5 (CH)
Title: Lock with two coaxial cylinders - has spherical recess in cylinder(s) front face, extending up to outer locking pin
Inventor: FAUDE BERNHARD
IPC: E05B9/10
Filed: 1988-06-20
Abstract: The lock has two coaxial cylinders  lockable by pins in a housing, while each can be coupled by a member to a central lock tongue. At least one cylinder has a spherical recess (25) extending over the whole end of the keyhole. It ends immediately in front of the outermost locking pin of the cylinder. The coupling member (5) is pref. so designed that one cylinder (1) is only coupled to the tongue (3) when the key is inserted, but uncoupled on the key extraction. ADVANTAGE  Increased resistance to forcing.
Patent CH-679516-A5 (CH)
Title: Liquid fuel pyrolysis free combustion -  uses rotor to generate recirculating current in swirl chamber
Inventor: BLASCHKE HUBERT
IPC: F23D11/42
Filed: 1987-07-06
Abstract: The pyrolysis-free combustion system is for liquid fuel, using film vapourisation by means of a recirculating current in a swirl chamber. Recirculation is effected by a rotor (8, 9). The recirculating current can be directed by a rotary or stationary sleeve, and combustion can be arranged to take place in the annular space enclosing the sleeve. ADVANTAGE - Moderate speed and low power consumption.
Patent CH-688483-A5 (CH)
Title: Retractable road block for traffic control
Inventor: BURRI PAUL
IPC: E01F9/627
Filed: 1994-09-06
Abstract: The road blocking device (20) uses a base plate (24), secured to the surface of the road, or embedded within the road surface (1), which supports a number of pivoted posts (30) which block the passage of vehicles in raised upright position.  The posts are retracted to lie within respective recesses (12) in the road surface by pivoting them in the direction of vehicle travel.
Patent CH-619548-A5 (CH)
Title: Process for producing a silver-free photographic image
Inventor: BEREZIN ILYA VASILIEVICH
IPC: G03C1/73
Filed: 1976-03-09
Abstract: A photographic material has a light-sensitive layer which contains a complex salt, a polymeric binder and an organic compound which can be coloured or decolorised by oxidation. The metal of the complex salt is selected from the group comprising iron, manganese, cobalt, chromium and platinum. On exposure, ions of these metals are formed which catalyse the oxidation reaction of the organic compound. The latent image is developed by treating the photographic material with peroxide compounds of bromine, iodine, sulphur, hydrogen or potassium, and it is fixed with compounds which form complexes with the metal ions. This gives silver-free photographic images by means of an extremely light-sensitive process.
Patent CH-687013-A5 (CH)
Title: Road vehicle brake installation
Inventor: BOESCH KARL
IPC: B60T17/00
Filed: 1992-09-23
Abstract: The cushioning container has a brake friction collecting container (10) connected by a suction conduit (8,9) and a suction device (14) transporting the friction from the cushioning container to the collection container. For each two cushioning containers a common suction container and a suction device are available. The suction device has a motor which is switched on by the operation of the brake pedal and after the elapse of a specific time period is switched off after release of the brake pedal. The suction device is so formed that at higher travelling speed a greater suction power is produced. It is only operative when a min. travel speed is exceeded.
Patent CH-686065-A5 (CH)
Title: Plant holder support, esp. for balcony
Inventor: FERRACINA MARIO FERRUCCIO
IPC: A47G7/04
Filed: 1994-10-18
Abstract: The support consists of a trough, made from metal or a synthetic material, having one edge with an inverted U-shaped cross-section for fitting over a handrail (m.c.) surrounding a balcony. The support is fitted on the inside of the balcony handrail and is fixed in place by right-angled brackets (3) and galvanised bolts.  The trough is made in straight (1) and corner (2) sections of 400 or 600 mm. length, or multiples of these, to receive standard-sized plant holders. The trough is coloured green or brown and its lower portion, equipped with a drain hole and plug, can be used to store water for the plant holders.
Patent CH-686697-A5 (CH)
Inventor: WORNI GUIDO
IPC: A01G9/14
Filed: 1993-11-26
Abstract: The set of structural elements exhibits at least two rectangular panels (6, 7, 8) which are connected to one another in a water-tight manner and adjoin one another by one of their two longitudinal sides in each case. For a simple and rapid assembly of a pallet, it is provided that one of the two adjoining longitudinal sides forms a cross-sectionally U-shaped, upwardly open channel (13) and the other forms a downwardly angled-off rib (16) whose height is smaller than the depth of the channel (13), and that a sealing strip (18) with a longitudinal groove (19) for receiving the rib (16) is provided and can be pressed into the channel (13) under elastic compression. <IMAGE>
Patent CH-638876-A5 (CH)
Title: Starting clutch on a cable drum, in particular for cranes, winches and warping winches
Inventor: SANDVIK JOHANNES
IPC: B66D1/16
Filed: 1979-04-26
Abstract: A fixed part (3) and a rotatable part (4) of the starting clutch are provided on their mutually facing surfaces with in each case three recesses (5, 6). Each recess (5, 6) is rounded and has one side which is parallel to the axis and one oblique side. Elements (7) which fit into the recesses (5, 6) ensure that when the rotating part (3) is rotated by means of a lever (8), a cable drum (1) is pressed against a chain wheel (2), the cable drum (1) thereby being displaced against the chain wheel (2) and the starting clutch activated. <IMAGE>