Abstract: Apparatuses, systems, and techniques are presented to detect one or more objects in one or more images. In at least one embodiment, one or more neural networks can be trained to detect one or more objects, in one or more unlabeled images, based at least in part upon one or more predicted segmentations of the one or more objects.

Abstract: A cross arm assembly includes: at least one insulator, an end of the at least one insulator being configured to be connected with a tower body of a transmission tower, forming a low-voltage end of the cross arm assembly, and another end of the at least one insulator being configured as an end of the cross arm assembly for hanging a conductor, forming a high-voltage end of the cross arm assembly; and a high-voltage end fitting, comprising a fixing portion, the high-voltage end fitting being configured to be connected with the other end of the at least one insulator and hang at least one conductor.

Abstract: The present disclosure discloses a transmission tower, including a tower body and a composite crossarm disposed on the tower body. The composite crossarm includes at least one insulator and an end fitting. The end fitting is connected to a high-voltage end of the insulator to form an end part of the composite crossarm for attaching a first conductor. The end fitting includes a connecting part. The connecting part is provided with two wire attaching plates and a jumper connector. The two wire attaching plates are distributed on two sides of the connecting part in an extending direction of the first conductor. A first jumper is electrically connected to first conductors located on two sides of the tower body and is attached on the jumper connector.

Abstract: Provided herein are materials and methods related to scaffolds and uses thereof. In some embodiments, provided herein are poly (octamethylene-octanol citrates) (POOC) scaffolds with native mechanical properties that are comparable to urinary bladder tissue. In some embodiments, provided herein are methods for the synthesis of POOC scaffolds with native mechanical properties that are comparable to urinary bladder tissue by including octanol in the polycondensation synthesis of POC. In some embodiments, provided herein are methods of use of the disclosed scaffolds, including for urinary bladder tissue regeneration.

Abstract: Apparatuses, systems, and techniques are presented to detect one or more objects in one or more images. In at least one embodiment, one or more neural networks can be trained to detect one or more objects, in one or more unlabeled images, based at least in part upon one or more predicted segmentations of the one or more objects.

Abstract: This application relates to a point cloud segmentation method, a computer-readable storage medium, and a computer device. The method includes encoding a to-be-processed point cloud to obtain a shared feature, the shared feature referring to a feature shared at a semantic level and at an instance level; decoding the shared feature to obtain a semantic feature and an instance feature respectively; adapting the semantic feature to an instance feature space and fusing the semantic feature with the instance feature, to obtain a semantic-fused instance feature of the point cloud, the semantic-fused instance feature representing an instance feature fused with the semantic feature; dividing the semantic-fused instance feature of the point cloud, to obtain a semantic-fused instance feature of each point in the point cloud; and determining an instance category to which each point belongs according to the semantic-fused instance feature of each point.

Abstract: Provided herein are materials and methods related to scaffolds and uses thereof. In some embodiments, provided herein are poly (octamethylene-octanol citrates) (POOC) scaffolds with native mechanical properties that are comparable to urinary bladder tissue. In some embodiments, provided herein are methods for the synthesis of POOC scaffolds with native mechanical properties that are comparable to urinary bladder tissue by including octanol in the polycondensation synthesis of POC. In some embodiments, provided herein are methods of use of the disclosed scaffolds, including for urinary bladder tissue regeneration.

Abstract: This application relates to a point cloud segmentation method, a computer-readable storage medium, and a computer device. The method includes encoding a to-be-processed point cloud to obtain a shared feature, the shared feature referring to a feature shared at a semantic level and at an instance level; decoding the shared feature to obtain a semantic feature and an instance feature respectively; adapting the semantic feature to an instance feature space and fusing the semantic feature with the instance feature, to obtain a semantic-fused instance feature of the point cloud, the semantic-fused instance feature representing an instance feature fused with the semantic feature; dividing the semantic-fused instance feature of the point cloud, to obtain a semantic-fused instance feature of each point in the point cloud; and determining an instance category to which each point belongs according to the semantic-fused instance feature of each point.

Abstract: The invention belongs to the technical field of organic chemistry, in particular being a method for preparing (+)-tricyclic hydroxyl lactone. The preparation of the (+)-tricyclic hydroxyl lactone compound in the prior art has lengthy steps, low stereoselectivity and high costs. The (+)-tricyclic hydroxyl lactone of the invention is obtained by an asymmetric oxidation reaction of prochiral tricyclic lactones in an organic solvent with an optically active Davis oxidant in the presence of an organic base. The method of the invention uses easily available raw materials, has low costs, good selectivity, and is suitable for large-scale preparation.