신동협(Donghyeop Shin)'s repositories
Scene-Graph-Benchmark.pytorch
A new codebase of Scene Graph Generation based on maskrcnn-benchmark. A Pytorch implementation of the CVPR 2020 Oral paper "Unbiased Scene Graph Generation from Biased Training"
document-classification-BERT
2020 Dev-Matching 자연어 처리 제출 코드 (최종 4위)
GCN-pytorch
Simple pytorch implementation of "semi-supervised classification with graph convolutional networks"
LumberJack-Reinforcement-Learning
Win LumberJack Web Game using DQN
ai2thor
An open-source platform for Visual AI.
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
awesome-public-datasets
A topic-centric list of HQ open datasets.
CLIP
Contrastive Language-Image Pretraining
ComboLoss
Official PyTorch Implementation for Paper <ComboLoss for Facial Attractiveness Analysis with Squeeze-and-Excitation Networks> (State-of-the-art Performance on 3 Popular Benchmark Dataset)
daisyRec
This is the repository of our article published in RecSys 2020 "Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Comparison" and of several follow-up studies.
donghyeops.github.io
:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.
ease_rec
embarrassingly shallow autoencoder
efficientdet-pytorch
A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights
graph-rcnn.pytorch
Pytorch code for our ECCV 2018 paper "Graph R-CNN for Scene Graph Generation" and other papers
HorNet
HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions
labelImg
🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images
LightGCN-PyTorch
The PyTorch implementation of LightGCN
MetaRec
PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models (IN PROGRESS)
ml-engineering
Machine Learning Engineering Open Book
MovieDataCrawler
네이버 영화 사이트에서 영화의 메타 데이터를 크롤링합니다.
Proxy-Anchor-CVPR2020
Official PyTorch Implementation of Proxy Anchor Loss for Deep Metric Learning, CVPR 2020
pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
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
RegionCLIP
Official PyTorch implementation of RegionCLIP (CVPR 2022)
restyle-encoder
Official Implementation for "ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement" (ICCV 2021) https://arxiv.org/abs/2104.02699
Scene-Graph-Parser
Scene Graph Parsing as Dependency Parsing
yolov5
YOLOv5 in PyTorch > ONNX > CoreML > iOS