🍇 Graph Neural Network in TF 🍇

👉#Google TensorFlow-GNN: novel library to build Graph Neural Networks on TensorFlow. Source Code released under Apache 2.0 license 💙

👉Review https://t.ly/TQfg-
👉Code github.com/tensorflow/gnn
👉Blog blog.research.google/2024/02/graph-neural-networks-in-tensorflow.html

☀️ One2Avatar: Pic -> 3D Avatar ☀️

👉#Google presents a new approach to generate animatable photo-realistic avatars from only a few/one image. Impressive results.

👉Review https://t.ly/AS1oc
👉Paper arxiv.org/pdf/2402.11909.pdf
👉Project zhixuany.github.io/one2avatar_webpage/

🪟 BOG: Fine Geometric Views 🪟

👉 #Google (+Tübingen) unveils Binary Opacity Grids, a novel method to reconstruct triangle meshes from multi-view images able to capture fine geometric detail such as leaves, branches & grass. New SOTA, real-time on Google Pixel 8 Pro (and similar).

👉Review https://t.ly/E6T0W
👉Paper https://lnkd.in/dQEq3zy6
👉Project https://lnkd.in/dYYCadx9
👉Demo https://lnkd.in/d92R6QME

💦 ObjectDrop: automagical objects removal 💦

👉#Google unveils ObjectDrop, the new SOTA in photorealistic object removal and insertion. Focus on shadows and reflections, impressive!

👉Review https://t.ly/ZJ6NN
👉Paper https://arxiv.org/pdf/2403.18818.pdf
👉Project https://objectdrop.github.io/

🦑 Hyper-Detailed Image Descriptions 🦑

👉#Google unveils ImageInWords (IIW), a carefully designed HIL annotation framework for curating hyper-detailed image descriptions and a new dataset resulting from this process

👉Review https://t.ly/engkl
👉Paper arxiv.org/pdf/2405.02793
👉Repo github.com/google/imageinwords
👉Project google.github.io/imageinwords
👉Data huggingface.co/datasets/google/imageinwords

🍀OmniGlue: Foundation Matcher🍀

👉#Google OmniGlue from #CVPR24: the first learnable image matcher powered by foundation models. Impressive OOD results!

👉Review https://t.ly/ezaIc
👉Paper https://arxiv.org/pdf/2405.12979
👉Project hwjiang1510.github.io/OmniGlue/
👉Code https://github.com/google-research/omniglue/

👗 SOTA Multi-Garment VTOn Editing 👗

👉#Google (+UWA) unveils M&M VTO, novel mix 'n' match virtual try-on that takes as input multiple garment images, text description for garment layout and an image of a person. It's the new SOTA both qualitatively and quantitatively. Impressive results!

👉Review https://t.ly/66mLN
👉Paper arxiv.org/pdf/2406.04542
👉Project https://mmvto.github.io

🥥 OmniNOCS: largest 3D NOCS 🥥

👉OmniNOCS by #Google (+Georgia) is a unified NOCS (Normalized Object Coordinate Space) dataset that contains data across different domains with 90+ object classes. The largest NOCS dataset to date. Data & Code available under Apache 2.0💙

👉Review https://t.ly/xPgBn
👉Paper arxiv.org/pdf/2407.08711
👉Project https://omninocs.github.io/
👉Data github.com/google-deepmind/omninocs

🪄 Diffusion Models for Transparency 🪄

👉MIT (+ #Google) unveils Alchemist, a novel method to control material attributes of objects like roughness, metallic, albedo & transparency in real images. Amazing work but code not announced🥺

👉Review https://t.ly/U98_G
👉Paper arxiv.org/pdf/2312.02970
👉Project www.prafullsharma.net/alchemist/

🐺 Diffusion Game Engine 🐺

👉#Google unveils GameNGen: the first game engine powered entirely by a neural #AI that enables real-time interaction with a complex environment over long trajectories at HQ. No code announced but I love it 💙

👉Review https://t.ly/_WR5z
👉Paper https://lnkd.in/dZqgiqb9
👉Project https://lnkd.in/dJUd2Fr6