Soonhwan-Kwon

pytorch_geometric

Graph Neural Network Library for PyTorch

segmentation_models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

GreenTunnel

GreenTunnel is an anti-censorship utility designed to bypass the DPI system that is put in place by various ISPs to block access to certain websites.

RAdam

On the Variance of the Adaptive Learning Rate and Beyond

kaggle-CrowdFlower

1st Place Solution for CrowdFlower Product Search Results Relevance Competition on Kaggle.

TorchSeg

Fast, modular reference implementation and easy training of Semantic Segmentation algorithms in PyTorch.

TernausNet

UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset

ACNet

ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks

graph-rcnn.pytorch

[ECCV 2018] Official code for "Graph R-CNN for Scene Graph Generation"

H-DenseUNet

TMI 2018. H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes

kaggle-imaterialist

The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6

Stand-Alone-Self-Attention

Implementing Stand-Alone Self-Attention in Vision Models using Pytorch

over9000

Over9000 optimizer

dscribe

DScribe is a python package for creating machine learning descriptors for atomistic systems.

zeroth

Kaldi-based Korean ASR (한국어 음성인식) open-source project

Lightweight-Segmentation

Lightweight models for real-time semantic segmentation(include mobilenetv1-v3, shufflenetv1-v2, igcv3, efficientnet).

keras-radam

RAdam implemented in Keras & TensorFlow

AdamW-and-SGDW

Decoupled Weight Decay Regularization (ICLR 2019)

severstal-steel-defect-detection

Kaggle Segmentation Challenge

GENet

pytorch-tools

Useful PyTorch functions and modules that are not implemented in PyTorch by default

kaggle_diabetic_retinopathy

Fifth place solution of the Kaggle Diabetic Retinopathy competition.

symmetric_cross_entropy_for_noisy_labels

Code for ICCV2019 "Symmetric Cross Entropy for Robust Learning with Noisy Labels"

BCAI_kaggle_CHAMPS

Bosch solution to CHAMPS Kaggle competition

CGC-Net

cell graph convolutional network

SSD_EfficientNet

SSD using TensorFlow object detection API with EfficientNet backbone

GAIN

Pytorch implementation of paper: [Tell Me Where to Look: Guided Attention Inference Network](http://openaccess.thecvf.com/content_cvpr_2018/papers/Li_Tell_Me_Where_CVPR_2018_paper.pdf)

kaggle-pneumothorax-segmentation

https://www.kaggle.com/c/siim-acr-pneumothorax-segmentation

siim-pneumothorax

My solution to the SIIM-ACR Pneumothorax Segmentation Challenge on Kaggle, which got the 7th place.

GoogleAnalyticsCustomerRevenuePrediction