Say hello to DINOv3 🦖🦖🦖
A major release that raises the bar of self-supervised vision foundation models.
With stunning high-resolution dense features, it’s a game-changer for vision tasks!
We scaled model size and training data, but here's what makes it special 👇
💃 Strike a pose with #MoveNet!
The next-generation human pose model is now available as #TFLite versions on #TFHub, ready for fast on-device inference!
Check it out → https://t.co/zSuioI1DSO
@Suhail I don’t think IPs from different regions will make any difference. Having traffic distributed through many IPs might help. reCAPTCHA is a very broken piece of software IMO. You should probably talk to Google if Mighty is having low scores.
Happy to introduce EfficientNetV2: Smaller Models and Faster Training
Achieved faster training and inference speed, AND also with better parameters efficiency.
Arxiv: https://t.co/YHWEb8pHmR
Thread 1/4
We're introducing an optimizer for deep learning, MADGRAD. This method matches or exceeds the performance of the Adam optimizer across a varied set of realistic large-scale deep learning training problems. https://t.co/6NGmJzHlZp
Releasing NFNets: SOTA on ImageNet. Without normalization layers!
https://t.co/eUPSNle0r2
Code: https://t.co/YuwULNqpTR
This is the third paper in a series that began by studying the benefits of BatchNorm and ended by designing highly performant networks w/o it.
A thread:
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Facebook AI & NYU Langone Health are open-sourcing a system that can predict if a Covid patient will require intensive care, from chest x-rays, up to four days in the future.
Paper: https://t.co/zA1Ig3i6WA
Github: https://t.co/mSe18J1lLk
Blog post: https://t.co/5yl2KJ1QHp
@fernandoulrich Servidores locais em 2021 não faz o menor sentido. Não apenas pelos custos serem imensamente maiores, você precisaria de diversos datacenters para ter o mesmo nível de disponibilidade que cloud oferece. Existem ótimas opções cloud de empresas americanas, chinesas e europeias.
@lucaslago Não costumo fazer muitos loops dentro de loops. E costumo usar iteradores sobre objetos. Dito isso, acho que uma opção boa é usar um nome de variável mais semântico (index, count, max, position, cell, row, column).