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公开(公告)号：US11443142B2
公开(公告)日：2022-09-13
申请号：US16826066
申请日：2020-03-20
Applicant: Samsung Electronics Co., Ltd.
Abstract: A programmable data storage device configured to process images via an embedded processor is disclosed. The processor identifies luminance and chrominance data of a received image, and retrieves a first machine learning model stored in the storage device. The first model is applied for making a first prediction about the image based on luminance data, and a first determination is made in regards to a criterion. In response to making the first determination, a first label associated with the first prediction is returned. A second determination is also made in regards to the criterion. In response to making the second determination, a second machine learning model stored in the storage device is retrieved. The second machine learning model is applied for making a second prediction about the image based on the color data associated with the image, and a second label associated with the second prediction is determined.
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公开(公告)号：US11947826B2
公开(公告)日：2024-04-02
申请号：US17891128
申请日：2022-08-18
Applicant: Samsung Electronics Co., Ltd.
IPC: G06F12/00 , G06F3/06 , G06F16/538 , G06F16/583
CPC classification number: G06F3/0647 , G06F3/0611 , G06F3/0679 , G06F3/0683 , G06F16/538 , G06F16/583
Abstract: A storage system is described. The storage system may include a plurality of storage tiers, each including at least one storage device, each storage device including storage and a controller. Metadata storage may store metadata for an image stored in the plurality of storage tiers, which includes a location in the plurality of storage tiers where the image is stored. A receiver may receive a request to access the image from a host. Retrieval software, executed by a processor, may retrieve the image from the plurality of storage tiers using the location where the image is stored. A transmitter may transmit the image to the host.
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公开(公告)号：US11449256B2
公开(公告)日：2022-09-20
申请号：US16708429
申请日：2019-12-09
Applicant: Samsung Electronics Co., Ltd.
IPC: G06F3/06 , G06F16/538 , G06F16/583
Abstract: A storage system is described. The storage system may include a plurality of storage tiers, each including at least one storage device, each storage device including storage and a controller. Metadata storage may store metadata for an image stored in the plurality of storage tiers, which includes a location in the plurality of storage tiers where the image is stored. A receiver may receive a request to access the image from a host. Retrieval software, executed by a processor, may retrieve the image from the plurality of storage tiers using the location where the image is stored. A transmitter may transmit the image to the host.
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公开(公告)号：US20210256311A1
公开(公告)日：2021-08-19
申请号：US16826066
申请日：2020-03-20
Applicant: Samsung Electronics Co., Ltd.
Abstract: A programmable data storage device configured to process images via an embedded processor is disclosed. The processor identifies luminance and chrominance data of a received image, and retrieves a first machine learning model stored in the storage device. The first model is applied for making a first prediction about the image based on luminance data, and a first determination is made in regards to a criterion. In response to making the first determination, a first label associated with the first prediction is returned. A second determination is also made in regards to the criterion. In response to making the second determination, a second machine learning model stored in the storage device is retrieved. The second machine learning model is applied for making a second prediction about the image based on the color data associated with the image, and a second label associated with the second prediction is determined.
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