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YasMal's Projects

3d-box-estimation-of-vehicles-from-aerial-lidar-point-clouds icon 3d-box-estimation-of-vehicles-from-aerial-lidar-point-clouds

Using LIBLAS we find the estimate positions of vehicle from Aerial LIDAR scans mounted on a Drone flying over the top of the road. The idea is not based on 3D CNNs, but it is rather based on trimming the 3D search space by excluding any set of point cloud that does not belong to the road, then downsampling of PC using 3D Voxelization and move a 3D fix-sized box (at the beginning) and search the ones that have the highest occupancy.

acf_gpu icon acf_gpu

GPU version of ACF pedestrian detection

apollo icon apollo

An open autonomous driving platform

caffe-segnet icon caffe-segnet

Implementation of SegNet: A Deep Convolutional Encoder-Decoder Architecture for Semantic Pixel-Wise Labelling

cs344 icon cs344

Introduction to Parallel Programming class code

dataminingclassifier icon dataminingclassifier

A text classifier based on Decision Trees ID3, Naive Bayes and KNN algorithm in C++ and JAVA.

depth_clustering icon depth_clustering

:taxi: Fast and robust clustering of point clouds generated with a Velodyne sensor.

efficienthierarchicalgraphbasedvideosegmentationexporter icon efficienthierarchicalgraphbasedvideosegmentationexporter

This repository contains C++ code to export the video segmentations from the system described in the paper Efficient Hierarchical Graph-Based Video Segmentation. The system described in this paper returns segmentations as Protocol Buffer files. The exporter contained in this repository converts these Protocol Buffer files into image sequences.

grid-world icon grid-world

use Markov Decision Process (MDP) technique to analyze the potential β€œrisk” at each location in the grid world and provide a recommended action to take. So a policy will be finally output after the value iterations.

hmdp icon hmdp

hmdp is a C++ library and tools for solving Markov Decision Processes (MDPs) with hybrid discrete and/or continuous state-spaces.

id3 icon id3

This is the ID3 decision Tree algorithm implementation in C++ for discrete attributes only.

lidar-viz icon lidar-viz

Lidar Visualization.. Visualize CSV files from ROS Bags & WIP for KITTI bin files

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