Pinned Repositories
3D-point-capsule-networks
3D Point Capsule Networks
3DSSR
3D Subscene Retrieval
Boosting-for-Classification
In this example I run boosting on decision stumps and show the power of boosting for classification problems.
Crowd-Detector
In this project I have built and app which takes user's location of interest in San Fransisco as input. In return it allows the user to visualize clusters of population around the input location.
cs231n-Convolutional-Neural-Networks
Stanford Course on Convolutional Neural Networks for Visual Recognition.
Facial-Landmark-Regression
In this project I'm going to predict landmarks on face images.
Neural-Network-for-1-D-Regression
Here I have provided and example where Neural-Network is used to predict a 1-D regression model.
Regression-GAM
In this example I preform spline regression on each variable (these are the weak learners) and combine the results using gradient boosting.
Safe-Tele-operation
Implementing a keyboard to navigate a robot safely using 2D LiDAR data.
SSD-Object-Detection
I'm implementing the SSD algorithm for classification and localization of multiple objects.
reza-asad's Repositories
reza-asad/3DSSR
3D Subscene Retrieval
reza-asad/Crowd-Detector
In this project I have built and app which takes user's location of interest in San Fransisco as input. In return it allows the user to visualize clusters of population around the input location.
reza-asad/3D-point-capsule-networks
3D Point Capsule Networks
reza-asad/Coding-Challenge
Solution to Word Count and Running Median Problems
reza-asad/ContrastiveSceneContexts
Code for CVPR 2021 oral paper "Exploring Data-Efficient 3D Scene Understanding with Contrastive Scene Contexts"
reza-asad/cs231n-Convolutional-Neural-Networks
Stanford Course on Convolutional Neural Networks for Visual Recognition.
reza-asad/Facial-Landmark-Regression
In this project I'm going to predict landmarks on face images.
reza-asad/Safe-Tele-operation
Implementing a keyboard to navigate a robot safely using 2D LiDAR data.
reza-asad/SSD-Object-Detection
I'm implementing the SSD algorithm for classification and localization of multiple objects.
reza-asad/CS-106B-Stanford-
reza-asad/EON-VoteNet
reza-asad/frontend-nanodegree-resume
reza-asad/Group-Free-3D
Group-Free 3D Object Detection via Transformers
reza-asad/Hand-Writing-Recognition
iOS app that will read your handwriting and convert it to text.
reza-asad/karger-minCut
reza-asad/KMeans
Implementing Kmeans using Numpy
reza-asad/Kosaraju-Algorithm
reza-asad/Lending-Club
I have used data from Lending Club and have built a model to predict weather the current borrowers will pay their loan or not.
reza-asad/Matterport
Matterport3D is a pretty awesome dataset for RGB-D machine learning tasks :)
reza-asad/Pandas-Exercises
I decided to do all the exercises in Stanford's SQL Course in Pandas. Hope you find this useful.
reza-asad/Prims-Minimum-Spanning-Tree
This computes the minimum spanning tree of a graph using the Prim's greedy algorithm
reza-asad/RAKE
A python implementation of the Rapid Automatic Keyword Extraction
reza-asad/reza-asad.github.io
Reza's website.
reza-asad/ScanNet
reza-asad/Single-Link-Clustering
A greedy algorithm that finds the max-pacing k clusters in a graph.
reza-asad/sls
Implements stochastic line search
reza-asad/SO-Net
SO-Net: Self-Organizing Network for Point Cloud Analysis, CVPR2018
reza-asad/SVM-with-SMO
In CS231 (Stanford) they introduce the plain SVM and apply that to the CIFAR dataset. I have decided to implement my own SVM using the SMO algorithm and benchmark the results.
reza-asad/Target-Based-Surrogates-For-Stochastic-Optimization
reza-asad/xheap
Heap Implementation for Python