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  • Hello, I'm Zeyu 👋, currently working on Autonomous Driving.

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Zeyu Zhong's Projects

semantic-kitti-api icon semantic-kitti-api

SemanticKITTI API for visualizing dataset, processing data, and evaluating results.

semantic_suma icon semantic_suma

Semantic Mapping using Surfel Mapping and Semantic Segmentation (Chen et al IROS 2019)

simpledet icon simpledet

A Simple and Versatile Framework for Object Detection and Instance Recognition

simulator icon simulator

A ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles

siren_recognition icon siren_recognition

Based on the improved Gaussian mixture model and the flute-based vehicle identification method which incorporates MFCC features and RASTA-PLP features.

snap icon snap

Sorting yellow leaves from the vegetables using OpenCV.

squeezenet icon squeezenet

SqueezeNet: AlexNet-level accuracy with 50x fewer parameters

squeezeseg icon squeezeseg

Implementation of SqueezeSeg, convolutional neural networks for LiDAR point clout segmentation

squeezesegv2 icon squeezesegv2

Implementation of SqueezeSegV2, Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point Cloud

ssd_keras icon ssd_keras

A Keras port of Single Shot MultiBox Detector

sst icon sst

Codes for “Fully Sparse 3D Object Detection” & “Embracing Single Stride 3D Object Detector with Sparse Transformer”

state-of-the-art-result-for-machine-learning-problems icon state-of-the-art-result-for-machine-learning-problems

This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.

styleguide icon styleguide

Style guides for Google-originated open-source projects

svm_hog_cuda icon svm_hog_cuda

HOG pedestrian detection algorithm CUDA parallel implementation.

t-cnn icon t-cnn

ImageNet 2015 Object Detection from Video (VID)

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

toronto-3d icon toronto-3d

A Large-scale Mobile LiDAR Dataset for Semantic Segmentation of Urban Roadways

uniad icon uniad

Goal-oriented Autonomous Driving

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