katesanders9
commented
1 year ago - Since the text pipeline works as a proof of concept, adding on video
- Using OpenCLIP
- Since TVQA clips are 60-90 seconds, just for now sticking to the annotated start-end timestamps for a question which brings clip size down to ~15 seconds. This can be increased later
- Not doing any facial recognition for now
- Sampling 1FPS and running em all through CLIP alongside H0s, if confidence above some threshold then it's in the video
- Problem with this setup is it ignores motion: Video-language options include Vid2Seq and LaViLa, would be good to switch over to one of these options but I'd like to see how a SoTA image model does first, also clip will be much faster during the hack-and-build phase