namkyunghun Goto Github PK

asam

Implementation of ASAM: Adaptive Sharpness-Aware Minimization for Scale-Invariant Learning of Deep Neural Networks, ICML 2021.

ba780-airbnb-project

Team project for BA780 (Introduction to Data Analytics)

body-language-decoder

bodypixbackgroundremoval

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

efficient_sam

homura

homura is a library for fast prototyping DL research

iipl_ptransformer

IIPL_Ptransformer

loss-landscape

Code for visualizing the loss landscape of neural nets

loss-landscapes

Approximating neural network loss landscapes in low-dimensional parameter subspaces for PyTorch

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

namkyunghun.github.com

For my GitBlog

namkyunghun.github.io

nsmc

Naver sentiment movie corpus

opt_seminar

Korea University Korea University, General Graduate School of Artificial Intelligence. Efficient learning and inference lab

pixellibinstancesegmentation

Real Time instance segmentation using PixelLib and Mask-RCNN

pose2seg

Code for the paper "Pose2Seg: Detection Free Human Instance Segmentation" @ CVPR2019.

poseplusseg

ptransformer

pyskl

A toolbox for skeleton-based action recognition.

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

sam

SAM: Sharpness-Aware Minimization (PyTorch)

sam-1

sdl-skeleton

A toolbox for object skeleton detection, can also be used for edge detection, building extraction and road extraction. TIP (2021)

server

tfjs-models

Pretrained models for TensorFlow.js

vision_transformer

vit-pytorch

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

yolact

A simple, fully convolutional model for real-time instance segmentation.