Deep Dive into 3D Gaussian Splatting
Work in progress.
Posts by Year
2024
Anatomy of NeRF, Neural Radiance Field
Neural Radiance Fields (NeRF) have emerged as a revolutionary approach to computer graphics and vision for synthesizing highly realistic images from sparse s...
Supervised Single-View to 3D Objects
3D reconstruction from a single view is very similar to the process through which we recognize objects in the real world. When we look at a chair from one an...
A Guide to Setup a PyTorch and TensorFlow Development Environment with GPU
The process of installing and updating essential components, such as the NVIDIA driver, CUDA Toolkit, and cuDNN, to create a GPU development environment is i...
2023
Ray Tracing in C++ Multithreading
Ray tracing, a powerful technique for rendering scenes, is ideal for showcasing the prowess of multithreading in programming. In this post, I dive into the d...
Long Live the C: Frequently Asked Questions
There are two issues – buffer overflow and integer overflow – in the following two functions. Can you identify the lines responsible for these problems?”
Long Live the C: Arrays and Memory
Arrays are the objects that are stored contiguously in memory.
Long Live the C: Linked List
A linked list is a collection of objects that are stored in non-contiguous memory locations.
Using k-d tree to Find Holes with Various Sizes
Introduction
2022
Profile ProcessQueue Class
It evaluates the performance of the ProcessQueue implementation from the previous post in terms of memory usage and CPU runtime.
ProcessQueue and Producer/Consumer Pattern
It explores the utilization of multiprocessing with queues in Python, highlighting its integration with the producer-consumer pattern.