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Alireza Moazeni's Projects

adop icon adop

Original ADOP source code -> baseline comparison for NeurIPS 2023

dciknn_cuda icon dciknn_cuda

This is the CUDA GPU implementation + Python interface (using PyTorch) of DCI. The paper can be found at https://arxiv.org/abs/1512.00442.

dss icon dss

Differentiable Surface Splatting, NeurIPS 2023 baseline comparison

gaussian-splatting icon gaussian-splatting

Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"

handwritng-digit-cnn icon handwritng-digit-cnn

In this project we will discover how to develop a deep learning model to achieve near state-of-the-art performance on the MNIST handwritten digit recognition task

image-processing-dithering icon image-processing-dithering

In this project, we are going to implement some common algorithms in image processing field specifically image dithering

interactive-video-ai icon interactive-video-ai

in this project we try to extract foreground from background of a video or online camera, then add some effect to it's frame

keras-models-general-ml icon keras-models-general-ml

In this project we will discover how we can use deep learning models from Keras with the scikit-learn library in Python

memorykill icon memorykill

in this bash script, If we are not root user, we will get root first, then try to kill all processes that use memory/cpu more than specific threshold

multiclass-classification-ml icon multiclass-classification-ml

In this project tutorial we will discover how we can use Keras to develop and evaluate neural network models for multiclass classification problems

nst_bs_project icon nst_bs_project

My B.S. project codes, thesis, etc. "Neural Style Transfer Web Application"

object-detection-ssd icon object-detection-ssd

In this project we are going to implement a system which use CNN to detect objects in a picture using SSD algorithm

object-recognition-cnn icon object-recognition-cnn

In this project we will discover how to develop and evaluate deep learning models for object recognition in Keras.

optimaltransportmodeling icon optimaltransportmodeling

The repository contains reproducible PyTorch source code of our paper Generative Modeling with Optimal Transport Maps, ICLR 2022.

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