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Aman Agarwal

CS Graduate at Brown University ; 3D Reconstruction & Novel View Synthesis

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Aman Agarwal's Projects

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

imageprocessing icon imageprocessing

Implementations of Image Processing principles taught in First Principles of Computer Vision

ivy icon ivy

The Unified Machine Learning Framework

loan-default icon loan-default

Creating a robust model that can help lenders and financial institutions make informed decisions on extending or denying credit

lovingvincent icon lovingvincent

Automate the process of converting real-life movie frames to paintings using Deep Learning algorithms

midas icon midas

An Image Depth estimation project

moderncpp icon moderncpp

Learning Modern CPP with OPENCV4 for Computer Vision and Image Processing

multiview-3d-reconstruction icon multiview-3d-reconstruction

Using traditional image processing techniques to construct 3D point cloud of objects. Incremental Structure from Motion (SfM) is used, a popular SfM algorithm for 3D reconstruction for reconstruction. The method is then evaluated using certain 3D reconstruction datasets.

nerf-pytorch icon nerf-pytorch

A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.

nerf-simple icon nerf-simple

Simple PyTorch implementation of NeRF (Neural Radiance Fields).

perception icon perception

Studying perception, methods of Augmented Reality and visual metrology

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