MLBros #1: Exploring LLMs, SAM, SEEM, TrackAnything & DINOv2
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We looked into:
𝐇𝐚𝐫𝐧𝐞𝐬𝐬𝐢𝐧𝐠 𝐭𝐡𝐞 𝐏𝐨𝐰𝐞𝐫 𝐨𝐟 𝐋𝐋𝐌𝐬 𝐢𝐧 𝐏𝐫𝐚𝐜𝐭𝐢𝐜𝐞: 𝐀 𝐒𝐮𝐫𝐯𝐞𝐲 𝐨𝐧 𝐂𝐡𝐚𝐭𝐆𝐏𝐓 𝐚𝐧𝐝 𝐁𝐞𝐲𝐨𝐧𝐝
https://lnkd.in/evBgWhxh
𝐒𝐞𝐠𝐦𝐞𝐧𝐭 𝐀𝐧𝐲𝐭𝐡𝐢𝐧𝐠
https://lnkd.in/e9qHbwCQ
𝐒𝐞𝐠𝐦𝐞𝐧𝐭 𝐄𝐯𝐞𝐫𝐲𝐭𝐡𝐢𝐧𝐠 𝐄𝐯𝐞𝐫𝐲𝐰𝐡𝐞𝐫𝐞 𝐀𝐥𝐥 𝐚𝐭 𝐎𝐧𝐜𝐞
https://lnkd.in/e8utGYRQ
𝐓𝐫𝐚𝐜𝐤 𝐀𝐧𝐲𝐭𝐡𝐢𝐧𝐠: 𝐒𝐞𝐠𝐦𝐞𝐧𝐭 𝐀𝐧𝐲𝐭𝐡𝐢𝐧𝐠 𝐌𝐞𝐞𝐭𝐬 𝐕𝐢𝐝𝐞𝐨𝐬
https://lnkd.in/edtWmhTX
𝐃𝐈𝐍𝐎𝐯2: 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐑𝐨𝐛𝐮𝐬𝐭 𝐕𝐢𝐬𝐮𝐚𝐥 𝐅𝐞𝐚𝐭𝐮𝐫𝐞𝐬 𝐰𝐢𝐭𝐡𝐨𝐮𝐭 𝐒𝐮𝐩𝐞𝐫𝐯𝐢𝐬𝐢𝐨𝐧 -
https://lnkd.in/eDgsBRHZ
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Timestamps:
0:00 - Introduction and chitchat
9:46 - DINOv2 and SSL
29:55 - LLMs comparison
35:27 - Harnessing the power of LLMs
1:40:05 - SEEM and SAM
2:29:53 - Track Anything
2:38:10 - Ending
2:40:16 - Francesco talking to himself :)))