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seongkyun's Projects

conv_arithmetic icon conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

encoder icon encoder

Basic C based encoder with rgb input file

meanfilter icon meanfilter

Basic C based mean filtering code using raw file

pytorch-cifar100 icon pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet)

pytorch-ssd icon pytorch-ssd

MobileNet, VGG net based SSD implementation in Pytorch. Out-of-box support for retraining on Open Images dataset. Experiment Ideas like CoordConv.

rfbnet icon rfbnet

Receptive Field Block Net for Accurate and Fast Object Detection, ECCV 2018

rgbtoyuv icon rgbtoyuv

Basic C based RGB to YUV color space changing code

ssd-variants icon ssd-variants

PyTorch implementation of several SSD based object detection algorithms.

ssd.pytorch icon ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector

ssds.pytorch icon ssds.pytorch

Repository for Single Shot MultiBox Detector and its variants, implemented with pytorch, python3.

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