Distributed AI solutions in IoT ecosystems

Mechelen, Belgium
Joined March 2015
#PyTorch goes to the Linux Foundation. This is massive for open source software! 👌🔥🎉 “As of August 2022, PyTorch was one of the five-fastest growing open source software communities in the world alongside the Linux kernel and Kubernetes.” linuxfoundation.org/blog/wel…
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Just in time for a new fastai course, timm is now supported in fast.ai! With that, timmdocs have been moved to a new home at timm.fast.ai/. Thanks for adding timm @jeremyphoward ... It looks like @iScienceLuvr lent a hand, tx.
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We built & open sourced the first-ever multilingual model to win the prestigious WMT competition, showing this approach is the future of machine translation. One-model-for-many-languages is simpler, more scalable, and can help deliver better translations. ai.facebook.com/blog/the-fir…
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🤗 Transformers v4.12.0 is out, with some great additions in 👀Vision & 💬Speech! - 🔠TrOCR: end-to-end optical character recognition model! - 💫SEW & SEW-D: compute and memory-efficient Wav2Vec2 model! Check out @NielsRogge's space showcasing TrOCR: huggingface.co/spaces/nielsr…
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Annotated PyTorch Paper Implementations by @labmlai is an AMAZING resource: • Deep learning papers explained in-depth with code side-by-side • Constantly updated with some of the latest papers! • 100% free and open-source! Check it out here → nn.labml.ai
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*MLP-Mixer: An all-MLP Architecture for Vision* It's all over Twitter! A new, cool architecture that mixes several ideas from MLPs, CNNs, ViTs, trying to keep it as simple as possible. Small thread below. 👇 /n
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We're only one week away from the first-ever virtual PyTorch Ecosystem Day #PTED21! Join us on April 21 at 8AM PT. See the full agenda and RSVP here: pytorchecosystemday.fbreg.co…
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The second episode (of five) of the energy 🔋 saga is out! 🤩 We learn about the relaxed free energy (marginalisation computed through the actual-softmax) and how to train (un)conditional Latent Variable (LV) Energy Based Models (EBMs). youtu.be/XIMaWj5YjOQ
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📈 Top trending ML papers of March 2021 In this week's newsletter: top trending papers, state-of-the-art speech recognition, revisiting neural probabilistic language models, progress on efficient vision models, and much more. Read on below: paperswithcode.com/newslette…
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We're releasing Flashlight: A modern, open source machine learning library written entirely in C++. It's customizable to the core to support your research's needs — and it's pretty fast too. ai.facebook.com/blog/flashli…
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A new video dataset from @facebookai designed to evaluate the fairness of computer vision and audio systems
As part of our ongoing efforts to help surface fairness issues in #AI systems, we’ve open sourced a new data set of 45,186 videos to help evaluate fairness in #computervision and audio models across age, gender, apparent skin tone, & ambient lighting. ai.facebook.com/blog/sheddin…
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We are launching a *new track* at #NeurIPS2021, for #datasets & #benchmarks. We hope that this new track will lead to a substantial increase in high-quality #machinelearning datasets and benchmarks, and give authors proper credit for their work! @syeung10 neuripsconf.medium.com/annou…
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Check out two ways of improving the diversity of training data for #MachineLearning models in health applications: a configurable method for synthetic skin lesion images of rare skin types and conditions, and synthetic images of defocused tissue samples. goo.gle/39LhwAm
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