Gyeongbo Sim's repositories
BAM-CBAM-pytorch
Pytorch implementation of BAM("BAM: Bottleneck Attention Module", BMVC18) and CBAM(“CBAM: Convolutional Block Attention Module”, ECCV18)
SENet-pytorch
Pytorch implementation of SENet("Squeeze-and-Excitation Networks", cvpr18)
GAN-pytorch
Pytorch implementation of GAN("Generative Adversarial Nets", NIPS2014)
ImageClassification-pytorch
This code purpose to evaluate of popular model architectures, such as ResNet, VGG on the ImageNet dataset.
Awesome-Multi-Task-Learning
A list of multi-task learning papers and projects.
awesome-semantic-segmentation
:metal: awesome-semantic-segmentation
bert
TensorFlow code and pre-trained models for BERT
COCO-Assistant
Helper for dealing with MS-COCO annotations
convert2YOLO
The purpose of this code is to convert from object detection datasets to YOLO format.
darknet
YOLOv4 - Neural Networks for Object Detection (Windows and Linux version of Darknet )
deep-active-learning-pytorch
A PyTorch toolkit with 8 popular deep active learning query methods implemented.
DEKR
This is an official implementation of our CVPR 2021 paper "Bottom-Up Human Pose Estimation Via Disentangled Keypoint Regression" (https://arxiv.org/abs/2104.02300)
detr
End-to-End Object Detection with Transformers
flownet2-pytorch
Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
imgaug
Image augmentation for machine learning experiments.
kapao
KAPAO is a state-of-the-art single-stage human pose estimation model that detects keypoints and poses as objects and fuses the detections to predict human poses.
ml-design-patterns
Source code accompanying O'Reilly book: Machine Learning Design Patterns
MOS-Multi-Task-Face-Detect
Code for BMVC2021 "MOS: A Low Latency and Lightweight Framework for Face Detection, Landmark Localization, and Head Pose Estimation"
mtan
The implementation of "End-to-End Multi-Task Learning with Attention" [CVPR 2019].
object_detection
Implementation of Yolo-v3 & ssd
PE-former
2D Human Pose estimation using transformers. Implementation in Pytorch
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
pytorch-YOLOv4
PyTorch ,ONNX and TensorRT implementation of YOLOv4
SlowFast
PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.
SOLQ
"SOLQ: Segmenting Objects by Learning Queries", SOLQ is an end-to-end instance segmentation framework with Transformer.
ssd.pytorch
A PyTorch Implementation of Single Shot MultiBox Detector
surreal
Learning from Synthetic Humans, CVPR 2017
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch