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0:00 - Intro
0:11 - ZazenCodes
0:25 - Use cases of video object detection
1:40 - How to detect objects in video
3:12 - Demo setup
4:48 - Creating embeddings for our demo video
7:08 - Using CLIP on GPU
12:00 - Text similarity for object detection
14:35 - Visualizing and smoothing scores
16:58 - Finding peaks in scores
19:50 - Loading video frames
22:15 - Object detection results
23:15 - Improved matching algorithm
24:25 - Improved results
27:10 - Result summary stats
29:02 - Adjusting confidence thresholds
30:33 - Computational considerations for scale
33:26 - Outro