Image Segmentation of Rotating iPhone With Scikit-image
Author(s): Dmitri Azarnyh Originally published on Towards AI. Modern devices are full of different sensors: front and back cameras, accelerometers, gyroscopes, magnetometers, GPS, etc. Smart use of these devices allows for a large number of interesting applications such as compass, location detection, …
Trends in AI — August 2022
Author(s): Sergi Castella i Sapé Originally published on Towards AI. Top highlight 3% of Google’s new code is written by a Language Model, DeepSpeed for making inferences with a Trillion-scale Mixture of Experts, Beating neural scaling laws, prompting in Information Retrieval, Language …
UNet++ Clearly Explained — A Better Image Segmentation Architecture
Author(s): Leo Wang Originally published on Towards AI. Photo by Pietro Jeng on Unsplash Table of Contents ∘ ⭐️ U-Net Recap ∘ ⭐️ UNet++ Innovations ∘ ⭐️ Loss function ∘ ⭐️ Performance· Citations In this article, we are going to introduce you …
Trends in AI — July 2022
Author(s): Sergi Castella i Sapé Originally published on Towards AI. NLLB-200 the brand new open source breakthrough in Machine Translation from Meta AI, learning to Play Minecraft by watching videos, Yann LeCun’s path towards human-level AI, a new Neural Corpus Indexer for …
Trends in AI — June 2022
Author(s): Sergi Castella i Sapé Originally published on Towards AI. Top highlight Multi-modal multi-task Reinforcement Learning from Deepmind’s Gato shell-shocked AGI predictions. DALLE·2 has new competition from Imagen by Google. Is reasoning with LLM’s around the corner when we ask them to …
Binary Image Classification with Tensorflow
Author(s): Andrea D’Agostino Originally published on Towards AI. Convolution This member-only story is on us. Upgrade to access all of Medium. Photo by Yan Laurichesse on Unsplash In this post, we will see how to build a binary classification model with Tensorflow …
Trends in AI — May 2022
Author(s): Sergi Castella i Sapé Originally published on Towards AI. A monthly selection of news and research papers: open-source DALLE·2, Meta openly shares a 175B GPT-3 clone, Video Diffusion Models, Autoregressive Search Engines, Adversarial backdoor attacks, and more. Image by Zeta Alpha. …
ICLR 2022 — A Selection of 10 Papers You Shouldn’t Miss
Author(s): Sergi Castella i Sapé Originally published on Towards AI. Hopefully the last big virtual-only AI conference of the year? The International Conference on Learning Representations is here and it’s packed with high-quality R&D: more than a thousand papers, 19 workshops, and …
Trends in AI — April 2022
Author(s): Sergi Castella i Sapé Originally published on Towards AI. Top highlight A monthly selection of ML research papers and news: NVidia’s new H100 GPU, 540 billion parameter PaLM from Google, Pathways, Kubric, Tensor Programs, Bootstrapping Reasoning With Reasoning, the Sparse all-MLP …
9 Lessons From the Tesla AI Team
Author(s): Gary Chan Originally published on Towards AI. Top highlight What contributes to the success of Tesla, and what you can do While OpenAI is famous for its success in NLP and DeepMind is well known for RL and decision making, Tesla …
VQ-GAN & Transformer — Taming Transformers for High-Resolution Image Synthesis: Synopsis
Author(s): Rohan Wadhawan Originally published on Towards AI. Summary This post summarizes the work “Taming Transformers for High-Resolution Image Synthesis” by Patrick Esser, Robin Rombach, and Björn Ommer. It highlights the key take-home messages, the scope of improvement, and the applications of …
Trends in AI — March 2022
Author(s): Sergi Castella i Sapé Originally published on Towards AI. A monthly selection of ML papers by Zeta Alpha: Audio generation, Gradients without Backprop, Mixture of Experts, Multimodality, Information Retrieval, and more. Image by Zeta Alpha. March has arrived packed with developments …
Summary
Author(s): Rohan Wadhawan Originally published on Towards AI. Byte-size Information to Chew on Synopsis: Multi-Attributed and Structured Text-to-Face Synthesis Title: Multi-Attributed and Structured Text-to-Face Synthesis (2020) Authors: Rohan Wadhawan, Tanuj Drall, Shubham Singh, Shampa Chakraverty Publication Link: https://ieeexplore.ieee.org/abstract/document/9557583 Pre-Print Link: https://arxiv.org/abs/2108.11100 Keywords: …
Knowledge Distillation, a Methodology for Compressing Neural Networks
Author(s): Behzad Benam Originally published on Towards AI. Teacher-student architecture to create a smaller model for embedded systems This member-only story is on us. Upgrade to access all of Medium. Photo by Sharon McCutcheon on Unsplash Large neural networks are complex and …
Top 10 Computer Vision Papers of 2021
Author(s): Louis Bouchard Originally published on Towards AI. The top 10 computer vision papers in 2021 with video demos, articles, code, and paper reference. This member-only story is on us. Upgrade to access all of Medium. While the world is still recovering, …
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