Invention Grant
- Patent Title: Integrated machine learning algorithms for image filters
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Application No.: US17521355Application Date: 2021-11-08
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Publication No.: US12159383B2Publication Date: 2024-12-03
- Inventor: Houman Meshkin , Jeong-Mo Hong
- Applicant: Meta Platforms, Inc.
- Applicant Address: US CA Menlo Park
- Assignee: Meta Platforms, Inc.
- Current Assignee: Meta Platforms, Inc.
- Current Assignee Address: US CA Menlo Park
- Agency: McDermott Will & Emery LLP
- Main IPC: G06K9/38
- IPC: G06K9/38 ; G06F18/214 ; G06N3/04 ; G06T5/92 ; G06V20/40

Abstract:
Various aspects of the subject technology relate to systems, methods, and machine-readable media for outputting filtered visual media content items. Various aspects may include receiving an input frame of a visual media content item. Aspects may also include training a machine learning algorithm based on a dataset of bracketed images. Aspects may include configuring a neural network based on image filtering of the input frame and via a shader component of a graphics processing unit. Aspects may include determining portions of the input frame that are associated with an extent of darkness. Aspects may include performing an image enhancement operation to the portions of the input frame. Aspects may include providing instructions to display an output frame changed by the image enhancement operation.
Public/Granted literature
- US20230146181A1 INTEGRATED MACHINE LEARNING ALGORITHMS FOR IMAGE FILTERS Public/Granted day:2023-05-11
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