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"Efficient Deep Neural Networks for 3-D Scene Understanding of Unstruct" by Joshua Luke Thompson

In the past decade, deep learning (DL) has taken the world by storm. It has produced significant results in a wide variety of applications ranging from self driving cars to natural language processing (NLP). Modern deep learning is built from a number of different algorithms including artificial neural networks (ANN), optimisation algorithms, back-propagation (BP), and varying levels of supervision. Recent advances in GPU hardware, improved availability of large, high quality datasets, and the development of modern training algorithms have all played a pivotal role in the emergence of modern deep learning. These advances have made it easier to train and deploy deeper neural networks that exhibit great generalisation and state-of-the-art, (SOTA), results.
Scene understanding is a critical topic in computer vision. In recent years, semantic segmentation and monocular depth estimation have emerged as two key methods for achieving this goal. The combination of these two tasks enables a ....

Computer Vision , Deep Learning , Ulti Task Learning , Assistive Navigation , Semantic Segmentation , Monocular Depth Estimation ,

Attending NeurIPS 2023

Attending NeurIPS 2023
awaisrauf.github.io - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from awaisrauf.github.io Daily Mail and Mail on Sunday newspapers.

United States , Stephenh Bach , Cihang Xie , Alexander Rodr , Anton Korinek , Nicolas Carlini , Adam Dziedzic , Elisa Zecheng Zhang , Surbhi Goel , Alex Sablayrolles , Yan Lecun , Milind Tambe , David Abel , Jinwoo Choi , Ben Rubinstein , Devi Parikh , Davi Parikh , Richard Sutton , Andy Zou , Elisa Nguyen , Lora Aroyo , Zechen Zhang , Yuanhan Zhang , Florian Tramer , Franziska Boenisch , Cristina Menghini ,

OnePlus 12 will have the same cameras as OnePlus Open, Oppo Find N3

The difference should come from the new chipset. OnePlus 12 will have a 50 MP main camera with a Sony LYT-808 sensor, revealed Louis Jie, the chief of the. ....

Louis Jie , Oneplus Open , Semantic Segmentation ,