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Jiachen Sun's Projects

pointnet2 icon pointnet2

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

pointrcnn icon pointrcnn

The PyTorch Implementation of PointRCNN for 3D Object Detection from Raw Point Cloud, CVPR 2019.

pseudo_lidar icon pseudo_lidar

(CVPR 2019) Pseudo-LiDAR from Visual Depth Estimation: Bridging the Gap in 3D Object Detection for Autonomous Driving

pu-net icon pu-net

PU-Net: Point Cloud Upsampling Network, CVPR, 2018 (https://arxiv.org/abs/1801.06761)

py-faster-rcnn icon py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

pysot icon pysot

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

samplenet icon samplenet

SampleNet: Differentiable Point Cloud Sampling

semseg icon semseg

Semantic Segmentation in Pytorch

sklk-soapyiris icon sklk-soapyiris

Software-defined radio bindings for Skylark radio hardware using SoapySDR.

sky-detector icon sky-detector

Sky area detection without deep neural networks https://maybeshewill-cv.github.io/sky-detector/

smoothing icon smoothing

Provable adversarial robustness at ImageNet scale

squeezeseg icon squeezeseg

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

vit-pytorch icon vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

wifihotspot icon wifihotspot

A bit of a hack I wrote to fix Trigger's issue with not controlling wifi hotspot in Oreo. Turned into sovling two issues:

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