Video Pushing System with Photosensitive Recognition Model
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Solution Overview
Problem
Many video creators lack knowledge about photosensitive epilepsy, leading to the potential triggering of photosensitive epilepsy in viewers, which can cause discomfort or health issues in sensitive individuals.
Innovation Solution
A method and apparatus for video transmission that utilize a photosensitive video recognition model to tag videos as either photosensitive or not, allowing users to filter out photosensitive videos and improving video viewing safety.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If photosensitive videos are pushed to browsing users, then video content diversity and user engagement are improved, but health safety and user comfort deteriorate due to potential photosensitive epilepsy triggering
Solution Approach 1:
The system performs preliminary classification of videos into photosensitive and non-photosensitive categories before pushing to users. A recognition model pre-processes video content to identify photosensitive characteristics, and filtering logic is pre-established to prevent harmful videos from reaching vulnerable users, thus eliminating the harm before it occurs.
Solution Approach 2:
The patent introduces an intermediary filtering system between video content and users. This intermediary includes a recognition model that classifies videos and a pushing logic that selectively delivers content based on user sensitivity profiles, acting as a mediator that protects users while maintaining content delivery functionality.
2Reliability
If a photosensitive video recognition model is implemented to filter videos, then user safety is improved, but system complexity and processing time increase
Solution Approach 1:
The system segments the video processing function into distinct modules: video acquisition, recognition model processing, classification logic, and selective pushing. This segmentation allows each component to be independently optimized and maintained, reducing overall system complexity while achieving reliable photosensitive video filtering.
3Object-affected harmful factors
If photosensitive videos are filtered out from video pushes, then user comfort is improved, but video content variety and user interest matching deteriorate
Solution Approach 1:
The system applies local quality filtering by differentiating between photosensitive and non-photosensitive video content, and between sensitive and non-sensitive users. The filtering is selectively applied only where necessary (to photosensitive videos for sensitive users) while preserving full content access for others, thus maintaining content variety and adaptability without compromising user comfort.
Data Source
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AI summary
The present disclosure relates to the technical field of multimedia, and in particular to a method and apparatus for pushing a video, and a storage medium. The method for pushing a video comprises : acquiring one or more videos, the one or more videos comprise a video having a photosensitive identifier and a video having no photosensitive identifier, wherein each video has a photosensitive identifier if the video is determined to be a photosensitive video by a photosensitive video recognition model; and if a browsing user is in a state of filtering the photosensitive video, pushing, to the browsing user, the video having no photosensitive identifier in the one or more videos.