Sunghyo Chung's starred repositories
google-research
Google Research
pytorch-image-models
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
detectron2
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
PaLM-rlhf-pytorch
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
Yet-Another-EfficientDet-Pytorch
The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.
python-coding-interview
A middle-to-high level open source algorithm book designed with coding interview at heart!
uncertainty-toolbox
Uncertainty Toolbox: a Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization
gen-efficientnet-pytorch
Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS
deep_gcns_torch
Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org
pytorch-normalizing-flows
Normalizing flows in PyTorch. Current intended use is education not production.
research-charnet
CharNet: Convolutional Character Networks
fair_self_supervision_benchmark
Scaling and Benchmarking Self-Supervised Visual Representation Learning
wsolevaluation
Evaluating Weakly Supervised Object Localization Methods Right (CVPR 2020)
meta-weight-net
NeurIPS'19: Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting (Pytorch implementation for noisy labels).
locating-objects-without-bboxes
PyTorch code for "Locating objects without bounding boxes" - Loss function and trained models
Seeing-Motion-in-the-Dark
Seeing Motion in the Dark. ICCV19
opencv_transforms_torchvision
opencv reimplement for transforms in torchvision
neural-fonts
GAN을 활용한 한글 폰트 제작 프로젝트