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Machine Learning Made Simple
Saugata Chatterjee
74 episodes
4 days ago
🎙️ Machine Learning Made Simple – The Podcast That Unpacks AI Like Never Before! 👀 What’s behind the AI revolution? Whether you're a tech leader, an ML engineer, or just fascinated by AI, we break down complex ML topics into easy, engaging discussions. No fluff—just real insights, real impact. 🔥 New episodes every week! 🚀 AI, ML, LLMs & Robotics—Simplified! 🎧 Listen Now on Spotify 📺 Prefer visuals? Watch on YouTube: https://www.youtube.com/watch?v=zvO70EtCDBE&list=PLHL9plgoN5KKlRRHvffkdon8ChZ 🌍 More AI insights?: https://www.youtube.com/@TheAIStack
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Technology
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All content for Machine Learning Made Simple is the property of Saugata Chatterjee and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
🎙️ Machine Learning Made Simple – The Podcast That Unpacks AI Like Never Before! 👀 What’s behind the AI revolution? Whether you're a tech leader, an ML engineer, or just fascinated by AI, we break down complex ML topics into easy, engaging discussions. No fluff—just real insights, real impact. 🔥 New episodes every week! 🚀 AI, ML, LLMs & Robotics—Simplified! 🎧 Listen Now on Spotify 📺 Prefer visuals? Watch on YouTube: https://www.youtube.com/watch?v=zvO70EtCDBE&list=PLHL9plgoN5KKlRRHvffkdon8ChZ 🌍 More AI insights?: https://www.youtube.com/@TheAIStack
Show more...
Technology
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Episode 59: Teaching AI to Watch Videos Like Humans
Machine Learning Made Simple
32 minutes 39 seconds
11 months ago
Episode 59: Teaching AI to Watch Videos Like Humans

What if machines could watch and understand videos just like we do? In this episode, we explore how cutting-edge models like Tarsier2 are breaking barriers in Video AI, redefining how machines perceive and analyze video content. From automatically detecting crucial moments in sports to enhancing security systems, discover how these breakthroughs are transforming our world.

🎯 Episode Highlights:

  • Beyond object detection: How AI now understands complex video scenes

  • Game-changing applications in sports analytics and security

  • Inside the technology: Frame-by-frame video comprehension

  • The future of automated video understanding and accessibility

Whether you're a tech enthusiast or industry professional, learn how Video AI is bridging the gap between machine perception and human understanding. No advanced ML knowledge needed!

📚 Based on groundbreaking research: Tarsier2, Video Instruction Tuning, and Moondream2

References for main topic:

  1. [2501.07888] Tarsier2: Advancing Large Vision-Language Models from Detailed Video Description to Comprehensive Video Understanding

  2. GitHub - bytedance/tarsier: Tarsier -- a family of large-scale video-language models, which is designed to generate high-quality video descriptions , together with good capability of general video understanding.

  3. [2410.02713] Video Instruction Tuning With Synthetic Data

  4. vikhyatk/moondream2 · Hugging Face


Machine Learning Made Simple
🎙️ Machine Learning Made Simple – The Podcast That Unpacks AI Like Never Before! 👀 What’s behind the AI revolution? Whether you're a tech leader, an ML engineer, or just fascinated by AI, we break down complex ML topics into easy, engaging discussions. No fluff—just real insights, real impact. 🔥 New episodes every week! 🚀 AI, ML, LLMs & Robotics—Simplified! 🎧 Listen Now on Spotify 📺 Prefer visuals? Watch on YouTube: https://www.youtube.com/watch?v=zvO70EtCDBE&list=PLHL9plgoN5KKlRRHvffkdon8ChZ 🌍 More AI insights?: https://www.youtube.com/@TheAIStack