Dongmin Choi's repositories
pytorch-deeplabv3plus-3D
Deeplabv3 plus 3D version (in pytorch)
YBIGTA_AI_HeLP
1st place solution to '2018 HeLP Challenge' organized by Asan Medical Center
Pytorch_BN_Fold
Batch Normalization Folding (Fusion of Conv and BN) in Pytorch
Medical-Data-Analysis-using-Python
Basic of medical data analysis using Python.
Pytorch-UNet
Pytorch implementation of the U-Net for image semantic segmentation, with dense CRF post-processing
Adaptive-Wing-Loss
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression
AdelaiDet
AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.
awesome-reviews-kaist
Computer vision paper reviews written by KAIST AI students
aws-ec2-deploy
Fast model deployment on AWS EC2
CS-570
Revisiting Knowledge Distillation with Feature Distillation
EfficientDet-pytorch
EfficientDet implementation in pytorch
EfficientDet.Pytorch
Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch
LovaszSoftmax
Code for the Lovász-Softmax loss (CVPR 2018)
mmpose
OpenMMLab Pose Estimation Toolbox and Benchmark.
Modified-UNet-Keras
Keras version of the modified U-Net
oss-fuzz
OSS-Fuzz - continuous fuzzing for open source software.
partialconv
A New Padding Scheme: Partial Convolution based Padding
ritm_interactive_segmentation
Reviving Iterative Training with Mask Guidance for Interactive Segmentation
seldon-core
An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models
stoic2021-baseline
Baseline inference Algorithm for the STOIC2021 challenge.
ultralytics
NEW - YOLOv8 🚀 in PyTorch > ONNX > CoreML > TFLite
vision
Datasets, Transforms and Models specific to Computer Vision