MLBros #1: Exploring LLMs, SAM, SEEM, TrackAnything & DINOv2

Aladdin Persson · Beginner ·📐 ML Fundamentals ·3y ago
Follow Francesco on Linkedin: https://www.linkedin.com/in/francesco-saverio-zuppichini-94659a150/ Francesco’s YouTube: https://youtube.com/@frazuppi4897 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 ❤️ Support the channel ❤️ https://www.youtube.com/channel/UCkzW5JSFwvKRjXABI-UTAkQ/join Paid Courses I recommend for learning (affiliate links, no extra cost for you): ⭐ Machine Learning Specialization https://bit.ly/3hjTBBt ⭐ Deep Learning Specialization https://bit.ly/3YcUkoI 📘 MLOps Specialization http://bit.ly/3wibaWy 📘 GAN Specialization https://bit.ly/3FmnZDl 📘 NLP Specialization http://bit.ly/3GXoQuP ✨ Free Resources that are great: NLP: https://web.stanford.edu/class/cs224n/ CV: http://cs231n.stanford.edu/ Deployment: https://fullstackdeeplearning.com/ FastAI: https://www.fast.ai/ 💻 My Deep Learning Setup and Recording Setup: https://www.amazon.com/shop/aladdinpersson GitHub Repository: https://github.com/aladdinpersson/Machine-Learning-Collection ✅ One-Time Donations: Paypal: https://bit.ly/3buoRYH ▶️ You Can Connect with me on: Twitter - https://twitter.com/aladdinpersson LinkedIn - https://www.linkedin.com/in/aladdin-persson-a95384153/ Github - https://github.com/aladdinpersson 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
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Chapters (8)

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
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