Computer vision has always been my thing.
I started way before deep learning, and I remember how complex everything was.
(Look at the blue book in the background of this photo. It's from 2011, and I still have nightmares about it.)
Modern computer vision is 100x more powerful.
Here is a new book: Modern Computer Vision with PyTorch. This book is the state of the art in 2024:
• Deep learning
• CLIP
• Segment Anything
• Stable Diffusion
• Autoencoders
• OCR using Computer Vision + NLP
• Generative Adversarial Networks
• Deep Q-learning for computer vision
• Productizing computer vision models
There's much more, but I'm too lazy to keep writing, so check out the outline online: https://t.co/yXji8QACpq
If you want to get into computer vision, there's no better book out there.
Life satisfaction is mostly about personality, for most people, most of the time. Even more so, than we thought.
Likely the most comprehensive study yet is now out in the JPSP: https://t.co/0PPyBCjfEe 🧵
@elonmusk No. People should be concerned that only a small number of entities can build biases into AI systems.
If we have open-source base models that anyone or any group can fine tune, then we will have a wide diversity of biases for people to choose from.
If I may, there’s something I need to get off my chest.
As democracy remains under siege, it has been frustrating to watch how the press covers politics these days.
I am reminded by lessons that came to me during the Nixon years as a CBS News correspondent, which I’ll add here:
1. Enough with Both-sides-ism
When one side lies intentionally and repeatedly, they are no longer entitled to the benefit of the doubt. They should be held to account, right away. Do not simply repeat the narratives they spew.
2. Prioritize Live Fact-Checking
Rigorous and robust fact-checking is the best defense against misinformation, intentional lies, and deflection.
If Trump says the sky is green, the story isn’t that the sky is now green; the story is that the sky is still blue and Trump got it wrong.
3. Ask Lawmakers Hard Questions
Ask about the fundamental principles of democracy. Push them to go on the record that Biden won the 2020 election.
Ask if they support the Supreme Court’s decision to overturn Roe v. Wade.
This writing is not to offer any claim of knowing it all. Your correspondent has made his share of mistakes, but after more than seven decades I believe I have picked up a few useful guideposts.
Good journalism is always worth it. Our democracy depends on it.
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For the rest of my list, please see my the latest post of my independent newsletter – the link is in my Twitter biography.