

Doesvideocontain
Overview :
doesVideoContain is a model that leverages artificial intelligence to detect video content directly in the browser. It allows users to automatically capture video screenshots and identify significant moments in videos through simple English sentences. This model operates entirely on the client side, preserving user privacy without the need for API fees, and can handle large local files without uploading them to the cloud. It utilizes Transformers.js and ONNX Runtime Web from the Web AI ecosystem, combining custom logic to perform cosine similarity calculations.
Target Users :
The target audience includes video content creators, video analysts, media monitoring companies, and anyone needing to quickly extract information from videos. This product is suitable for them as it provides a fast, easy, and cost-effective way to automate video content analysis and processing.
Use Cases
Video bloggers use doesVideoContain to automatically detect highlights in their videos and generate screenshots.
Security monitoring companies leverage this technology to analyze surveillance videos in real-time, quickly locating abnormal events.
Educational institutions use it to automatically detect key teaching points in instructional videos, enhancing content retrieval efficiency.
Features
Utilizes natural language processing technology to identify specific content in videos.
Operates fully offline in the browser, ensuring user privacy.
No need to upload videos to the cloud, supporting local large file processing.
Implemented using Web AI technology with no additional API costs.
Supports WebGPU, optimizing performance on compatible hardware.
Provides real-time GIF and video screenshot displays of matching content.
Allows simple integration through basic HTML and JavaScript modules.
How to Use
Include doesVideoContain through module script in the HTML file.
Set it as a module in the JavaScript file and import doesVideoContain.
Define a function that uses natural language to describe the video content you want to detect.
Call the function and pass in the video file path.
Process the results returned by the function to capture screenshots of the matching content in the video.
(Optional) Integrate the results into a web page to provide a user interactive interface.
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