Your Daily AI Research tl;dr - 2022-06-27 ??
What's AI by Louis-Fran?ois Bouchard
Artificial Intelligence clearly explained to everyone
Welcome to your official daily AI research tl;dr (often with code and news) for AI enthusiasts where I share the most exciting papers I find daily, along with a one-liner summary to help you quickly determine if the article (and code) is worth investigating. I will also take this opportunity to share daily exciting news in the field.
Let's get started with this iteration!
1?? HM3D-ABO: A Photo-realistic Dataset for Object-centric Multi-view 3D Reconstruction
A new a photo-realistic objectcentric dataset constructed by composing realistic indoor scene and realistic object providing a multi-view RGB representation, a water-tight mush model, the ground truth depth maps and object mask for each scene.
Link to the paper: https://arxiv.org/abs/2206.12356
Dataset: https://github.com/zhenpeiyang/HM3D-ABO
2?? PSP: Million-level Protein Sequence Dataset for Protein Structure Prediction
"The first million-level protein structure prediction dataset with high coverage and diversity." This dataset consists of 570k true structure sequences (10TB) and 745k complementary distillation sequences (15TB)
Link to the paper: https://arxiv.org/abs/2206.12240
Dataset: https://colabfold.mmseqs.com/
?? YOLOv6 is out and it's quite incredible!
The YOLO model is a single-stage object detection framework dedicated to industrial applications.
Learn more on their GitHub page: https://github.com/meituan/YOLOv6
And we are already at the end of this iteration!
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Thank you for reading,
Louis