Abstract: The present invention relates to isolated polypeptides having pectinase activity, and polynucleotides encoding the polypeptides. The invention also relates to nucleic acid constructs, vectors, and host cells comprising the polynucleotides as well as methods of producing and using the polypeptides.

Abstract: A method for assessing test adequacy of deep neural networks based on element decomposition is provided. The network testing is divided into black box testing and white box testing, of which key elements are decomposed and defined. Network parameters including a weight matrix and a bias vector are extracted. Importance values of neurons in individual layers of the deep neural network are calculated and clustered, and an importance value hot map of neurons in each layer is generated based on clustering results. Mutation testing, and index calculation and evaluation are performed.

Abstract: A self-cleaning fabric having a photocatalyst responsive to UV, visible and IR irradiations for inactivating harmful microorganisms via photocatalysis.

Abstract: The present invention discloses a signal anti-noise-based indoor localization method and system. The method includes receiving a signal and a data packet broadcast by a signal base station laid indoors; determining a noisy distance from the signal base station to a to-be-localized terminal according to an RSSI value from the signal base station to the to-be-localized terminal; and localizing the to-be-localized terminal by using an indoor localization algorithm according to a distance value from the to-be-localized terminal to different signal base stations, a noisy distance from different signal base stations to the to-be-localized terminal, and location information of the signal base station laid indoors. The present invention can improve the noise resistance and accuracy of indoor localization.

Abstract: The present invention relates to refining of vegetable oil. The invention provides processes in which phospholipids present in the vegetable oil are hydrolysed and the oil is subsequently subject to chemical refining.

Abstract: The present invention relates to isolated polypeptides having alpha-amylase activity, catalytic domains, carbohydrate binding domains and polynucleotides encoding the polypeptides, catalytic domains or carbohydrate binding domains. The invention also relates to nucleic acid constructs, vectors, and host cells comprising the polynucleotides as well as methods of producing and using the polypeptides, catalytic domains or carbohydrate binding domains.

Abstract: The present invention relates to a raw starch hydrolysis processes for producing a fermentation product.

Abstract: The present invention relates to new polypeptides, nucleotides encoding the polypeptide, as well as methods of producing the polypeptides. The present invention also relates to detergent composition comprising polypeptides, a laundering method and the use of polypeptides.

Abstract: Novel superoxide dismutases of fungal origin are active, gastric stable and thermal stable, and effective for use in animal feed additives. The use of superoxide dismutase in animal feed improve animal growth, animal health and intestinal health of animals.

Abstract: The present invention relates to isolated polypeptides having alpha-amylase activity, catalytic domains, carbohydrate binding domains and polynucleotides encoding the polypeptides, catalytic domains or carbohydrate binding domains. The invention also relates to nucleic acid constructs, vectors, and host cells comprising the polynucleotides as well as methods of producing and using the polypeptides, catalytic domains or carbohydrate binding domains.

Abstract: The present invention relates to polypeptides having nuclease activity, and polynucleotides encoding the polypeptides. The invention also relates to nucleic acid constructs, vectors, and recombinant host cells comprising the polynucleotides as well as methods of producing, recovering and using the polypeptides. The invention further relates to cleaning compositions comprising one or more of the polypeptides having nuclease activity, as well as a cleaning method and use of the polypeptides.

Abstract: Provided are improved methods for treating wheat flour with lipase. Further provided are methods for separating wheat flour to provide a gluten fraction, a starch fraction and a fibre fraction where the wheat flour is treated with a selected lipase. Polypeptides having lipase activity, nucleic acid constructs, vectors, and host cells comprising the polynucleotides as well as methods of producing and using the polypeptides are also provided.

Abstract: The present invention relates to isolated polypeptides having alpha-amylase activity, catalytic domains, carbohydrate binding domains and polynucleotides encoding the polypeptides, catalytic domains or carbohydrate binding domains. The invention also relates to nucleic acid constructs, vectors, and host cells comprising the polynucleotides as well as methods of producing and using the polypeptides, catalytic domains or carbohydrate binding domains.

Abstract: The present invention provides polypeptides having DNase activity and polynucleotides encoding the polypeptides. The invention also provides nucleic acid constructs, vectors, and host cells comprising the polynucleotides as well as methods of producing and using the polypeptides.

Abstract: The present invention relates to isolated polypeptides having phospholipase C activity, and polynucleotides encoding the polypeptides. The invention also relates to nucleic acid constructs, vectors, and host cells comprising the polynucleotides as well as methods of producing and using the polypeptides.

Abstract: A text recognition method, a text recognition apparatus, an electronic device, and a storage medium are provided. The method includes: extracting character prediction regions of a text line image using a constructed text recognition model, to obtain a character region set; calculating horizon-distance IOUs between the character prediction regions in the character region set according to a position of each character prediction region in the character region set; removing overlapped character prediction regions from the character region set, according to the horizon-distance IOUs between the character prediction regions in the character region set, to obtain a character position set; and sorting and outputting character categories corresponding to the character prediction regions in the character position set according to positions of the character prediction regions in the character position set.

Abstract: A text recognition method, a text recognition apparatus, an electronic device, and a storage medium are provided. The method includes: extracting character prediction regions of a text line image using a constructed text recognition model, to obtain a character region set; calculating horizon-distance IOUs between the character prediction regions in the character region set according to a position of each character prediction region in the character region set; removing overlapped character prediction regions from the character region set, according to the horizon-distance IOUs between the character prediction regions in the character region set, to obtain a character position set; and sorting and outputting character categories corresponding to the character prediction regions in the character position set according to positions of the character prediction regions in the character position set.

Abstract: The present invention relates to new polypeptides, nucleotides encoding the polypeptide, as well as methods of producing the polypeptides. The present invention also relates to detergent composition comprising polypeptides, a laundering method and the use of polypeptides.

Abstract: The present invention relates to polypeptides, nucleotides encoding the polypeptide, as well as methods of producing the polypeptides. The present invention also relates to detergent composition comprising polypeptides, a laundering method and the use of polypeptides.

Abstract: The invention relates to polypeptides having hydrolytic activity and polynucleotides encoding the polypeptides. The invention also relates to nucleic acid constructs, vectors, and host cells comprising the polynucleotides as well as methods of producing and using the polypeptides.