LookTwice
OpenCV 5 finds what happened in a doorbell clip, Strands Decider 2B decides what to do about each event, and Amazon Bedrock takes a second look when the decider is unsure.
Try it: pick a clip, click an event, and see what OpenCV found and what the agent decided. "Re-run" sends the clip through OpenCV again, live; "Ask the decider again" and "Ask the vision model" also run live.
Answer
Results show here. On a laptop CPU a call takes about 10 seconds, and the first one can take over a minute.
Real events from your analysed clips looked harder
Drop a clip here or
OpenCV analyses it and the decider decides each event; it then appears in the list above.
Pick a clip above to watch it and see what the agent decided.
Decider vs rules
Pick an event. The decider gets the same state text the pipeline sends, including the last 3 events before it.