SYSTEM AND METHOD OF GENERATING BOUNDING POLYGONS

    公开(公告)号:US20220198209A1

    公开(公告)日:2022-06-23

    申请号:US17131697

    申请日:2020-12-22

    申请人: Sixgill, LLC

    摘要: An example system includes a first and second digital device. The first digital device may be configured to provide an interface displaying an image including a depiction of an object, place a bounding shape around the object, and crop contents of the bounding shape to create a portion. The second digital device may be configured to receive the portion, retrieve high-level features and low-level features, apply first Atrous Spatial Pyramid Pooling (ASPP) to the high-level features to aggregate the high-level features as aggregate features, concatenate results to create the aggregate features, up-sample, apply a convolution to the low-level features, concatenate the aggregate features with the low-level features after convolution to form combined features, segment the combined features to generate a polygonal shape outline along outer boundaries of the first object, and provide the first polygonal shape outline to the first digital device for display.

    System and method of detecting gas leaks

    公开(公告)号:US12033357B2

    公开(公告)日:2024-07-09

    申请号:US17457632

    申请日:2021-12-03

    申请人: Sixgill, LLC

    摘要: A method comprising receiving, from a first infrared image capture device, three images including gas equipment including a first image captured at a first time period, a second image captured at a second time period, and a third image captured at a third time period, the three images capturing an infrared spectrum, interpreting one of the three images in a red color channel of an RGB image where pixels are red-tonal in coloring, interpreting an other of the three images in a green color channel of the RGB image where pixels are green-tonal in coloring, interpreting a remaining of the three images in a blue color channel of the RGB image where pixels are blue-tonal in coloring, and providing the RGB image for display, the RGB image indicating movement as at least one color that is different from color of at least some of the gas equipment.

    SYSTEM AND METHOD OF DETECTING GAS LEAKS
    3.
    发明公开

    公开(公告)号:US20230177726A1

    公开(公告)日:2023-06-08

    申请号:US17457632

    申请日:2021-12-03

    申请人: Sixgill, LLC

    摘要: A method comprising receiving, from a first infrared image capture device, three images including gas equipment including a first image captured at a first time period, a second image captured at a second time period, and a third image captured at a third time period, the three images capturing an infrared spectrum, interpreting one of the three images in a red color channel of an RGB image where pixels are red-tonal in coloring, interpreting an other of the three images in a green color channel of the RGB image where pixels are green-tonal in coloring, interpreting a remaining of the three images in a blue color channel of the RGB image where pixels are blue-tonal in coloring, and providing the RGB image for display, the RGB image indicating movement as at least one color that is different from color of at least some of the gas equipment.

    System and method of counting livestock

    公开(公告)号:US11602132B2

    公开(公告)日:2023-03-14

    申请号:US17064463

    申请日:2020-10-06

    申请人: Sixgill, LLC

    摘要: A system configured to receive video and/or images from an image capture device over a livestock path, generate feature maps from an image of the video by applying at least a first convolutional neural network, slide a window across the feature maps to obtain a plurality of anchor shapes, determine if each anchor shape contains an object to generate a plurality of regions of interest, each of the plurality of regions of interest being a non-rectangular, polygonal shape, extract feature maps from each region of interest, classify objects in each region of interest, in parallel with classification, predict segmentation masks on at least a subset of the regions of interest in a pixel-to-pixel manner, identify individual animals within the objects based on classifications and the segmentation masks, and count individual animals based on identification, and provide the count to a digital device for display, processing, and/or reporting.

    SYSTEM AND METHOD OF MANAGING AND AUDITING TRAINING DATA BASED ON DISTRIBUTED LEDGER TECHNOLOGY

    公开(公告)号:US20240056465A1

    公开(公告)日:2024-02-15

    申请号:US17818588

    申请日:2022-08-09

    申请人: Sixgill, LLC

    摘要: A computing node in a P2P computer network obtaining a media item to be verified, determining a hash value for the media item based on a digital cryptographic hash function, retrieving a plurality of data records associated with the media item from a blockchain based at least in part on the hash value, wherein a data record is generated by a validation node in the decentralized P2P computer network, evaluating the plurality of data records to determine whether the media item has satisfied pre-defined validation criteria, and providing information describing the media item based at least in part on the plurality of data records, wherein the information provides an indication as to whether the media item satisfied the pre-defined validation criteria.

    System and method of generating bounding polygons

    公开(公告)号:US11715276B2

    公开(公告)日:2023-08-01

    申请号:US17131697

    申请日:2020-12-22

    申请人: Sixgill, LLC

    摘要: An example system includes a first and second digital device. The first digital device may be configured to provide an interface displaying an image including a depiction of an object, place a bounding shape around the object, and crop contents of the bounding shape to create a portion. The second digital device may be configured to receive the portion, retrieve high-level features and low-level features, apply first Atrous Spatial Pyramid Pooling (ASPP) to the high-level features to aggregate the high-level features as aggregate features, concatenate results to create the aggregate features, up-sample, apply a convolution to the low-level features, concatenate the aggregate features with the low-level features after convolution to form combined features, segment the combined features to generate a polygonal shape outline along outer boundaries of the first object, and provide the first polygonal shape outline to the first digital device for display.

    SYSTEM AND METHOD OF COUNTING LIVESTOCK
    7.
    发明公开

    公开(公告)号:US20230210093A1

    公开(公告)日:2023-07-06

    申请号:US18172190

    申请日:2023-02-21

    申请人: Sixgill, LLC

    摘要: A system configured to receive video and/or images from an image capture device over a livestock path, generate feature maps from an image of the video by applying at least a first convolutional neural network, slide a window across the feature maps to obtain a plurality of anchor shapes, determine if each anchor shape contains an object to generate a plurality of regions of interest, each of the plurality of regions of interest being a non-rectangular, polygonal shape, extract feature maps from each region of interest, classify objects in each region of interest, in parallel with classification, predict segmentation masks on at least a subset of the regions of interest in a pixel-to-pixel manner, identify individual animals within the objects based on classifications and the segmentation masks, and count individual animals based on identification, and provide the count to a digital device for display, processing, and/or reporting.

    SYSTEM AND METHOD OF COUNTING LIVESTOCK

    公开(公告)号:US20220104463A1

    公开(公告)日:2022-04-07

    申请号:US17064463

    申请日:2020-10-06

    申请人: Sixgill, LLC

    摘要: A system configured to receive video and/or images from an image capture device over a livestock path, generate feature maps from an image of the video by applying at least a first convolutional neural network, slide a window across the feature maps to obtain a plurality of anchor shapes, determine if each anchor shape contains an object to generate a plurality of regions of interest, each of the plurality of regions of interest being a non-rectangular, polygonal shape, extract feature maps from each region of interest, classify objects in each region of interest, in parallel with classification, predict segmentation masks on at least a subset of the regions of interest in a pixel-to-pixel manner, identify individual animals within the objects based on classifications and the segmentation masks, and count individual animals based on identification, and provide the count to a digital device for display, processing, and/or reporting.