Don't bother keeping absolutely still: This vision model has memory now! Covering SAM 2 with Nikhila Ravi of Facebook AI Research, and special returning guest host Joseph Nelson of Roboflow!
Timestamps
[00:00:00] Introducing Nikhila
[00:03:38] The Impact of SAM 1 in 2023
[00:09:15] Do People Finetune SAM?
[00:13:05] Video Demo of SAM
[00:17:01] Why the Demo is so Important
[00:20:23] SAM 1 vs SAM 2 Architecture
[00:23:46] Video Demo of SAM on Roboflow
[00:29:44] Extending SAM 2 with other models
[00:32:00] Limitations of SAM: Screenshots
[00:35:56] SAM 2 Paper
[00:36:15] SA-V Dataset and SAM Data Engine
[00:40:15] Memory Attention to solve Video
[00:44:24] "Context Length" in Memory Attention
[00:45:17] Object Tracking
[00:47:52] The Future of FAIR
[00:49:23] CVPR, Trends in Vision
[01:00:04] Calls to Action
