Aman Agarwal's repositories
mlx-examples
Examples in the MLX framework
mlx-jax-neural-nets
to endless scratch implementations
volummetric-rendering
Rendering via Torch
udemy-nerf
Learning
aman190202
A description of my skillsets and projects
argparse
Learn Argparse
ARKIT-COLMAP
Converting ARKit to COLMAP format
basic_vqa
Pytorch VQA : Visual Question Answering (https://arxiv.org/pdf/1505.00468.pdf)
cpp
Learnig C++17
DeepSDF
Simple and intuitive implementation of DeepSDF that you can install with a single line of code.
denoising-diffusion-pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
dreamgaussian
Generative Gaussian Splatting for Efficient 3D Content Creation
DSNeRF
Code release for DS-NeRF (Depth-supervised Neural Radiance Fields)
FSGS
"FSGS: Real-Time Few-Shot View Synthesis using Gaussian Splatting", Zehao Zhu, Zhiwen Fan, Yifan Jiang, Zhangyang Wang
gaussian-splatting
Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"
Low-scale-neural-fields
Lowering down resolutions for training NeRF on light devices
Neural-Fields-Scratch
Implementing Neural Fields from scratch
neural_fields_bvc
BVC Starter Project
ray_tracing_weekend
Implementing a ray tracer from scratch in Python3
SimpleNeRF
Official code release accompanying the paper "SimpleNeRF: Regularizing Sparse Input Neural Radiance Fields with Simpler Solutions"
TensoRF
[ECCV 2022] Tensorial Radiance Fields, a novel approach to model and reconstruct radiance fields
TrafficFlowPrediction
Traffic Flow Prediction with Neural Networks(SAEs、LSTM、GRU).
volumerender-python
Volume Render a Datacube
zipnerf-pytorch
Unofficial implementation of ZipNeRF