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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
发明人: Logan Spears , Carlos Anchia , Corey Staten , Wei Xu
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.
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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
发明人: Logan Spears , Carlos Anchia , Corey Staten , Wei Xu
CPC分类号: G06T7/90 , G01M3/18 , G06T7/20 , G06V10/25 , G06V10/56 , G06T2207/10024 , G06T2207/20084 , G06T2207/20212
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.
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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
发明人: Logan Spears , Carlos Anchia , Corey Staten , Wei Xu
CPC分类号: G06T7/90 , G06T7/20 , G06V10/25 , G06V10/56 , G01M3/18 , G06T2207/20212 , G06T2207/20084 , G06T2207/10024
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.
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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
发明人: Logan Spears , Carlos Anchia , Corey Staten , Wei Xu
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.
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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
发明人: Logan Spears , Carlos Anchia
IPC分类号: H04L9/40 , G06N20/00 , H04L67/1074
CPC分类号: H04L63/1433 , G06N20/00 , H04L67/1074 , G06F2221/034
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.
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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
发明人: Logan Spears , Carlos Anchia , Corey Staten , Wei Xu
IPC分类号: G06T11/20 , G06T7/12 , G06K9/62 , G06K9/20 , G06V10/22 , G06F18/40 , G06F18/213 , G06F18/2413
CPC分类号: G06V10/235 , G06F18/213 , G06F18/2413 , G06F18/40 , G06T7/12 , G06T11/203 , G06T2200/24 , G06T2207/30242
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.
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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
发明人: Logan Spears , Carlos Anchia , Corey Staten , Wei Xu
CPC分类号: G06V20/41 , G01S17/87 , G01S17/88 , G06V20/46 , G06V10/82 , G06V20/49 , G06V20/50 , G06V10/7715 , A01K29/005
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.
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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
发明人: Logan Spears , Carlos Anchia , Corey Staten , Wei Xu
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.
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