If you are working on a machine learning project, you need to choose a suitable sampling frame for your data. A sampling frame is the set of units or items that you can potentially select for your ...

The first step in choosing a sampling frame is to define your target population, which is the group of units or elements that you want to study and draw conclusions about. Your population should be ...

Have you ever wondered if the file format of your video can automatically determine the best frames to pass to a multimodal large language model? Have you ever wondered if this approach can give the ...

This module implements a webhook endpoint that receives external webhook events and processes video content with configurable frame sampling strategies to balance accuracy versus cost. It handles ...

Abstract: We propose KFS-Bench, the first benchmark for key frame sampling in long video question answering (QA), featuring multi-scene annotations to enable direct and robust evaluation of sampling ...