NeRFs for View Synthesis
Representing Scenes as Neural Radiance Fields for View Synthesis
Introduction:
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Volume Rendering with PyTorch3D
A brief overview of volume rendering techniques utilized in computer vision
Implicit Function: function that defined 3D points to a scalar value [Read More] -
Occupancy Networks for 3D representation from 2D images
Using transformers based networks to represent 2D images in 3D spaces
Occupancy Networks: [Read More] -
SLAM in Deep Learning
Simulatneous Localization and Mapping in Robotics
Background: [Read More] -
Convolutional Block Spatial Attention Module
Inner workings of the Spatial Attention Module
Background: [Read More]