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Daeun Lee's Projects

l5kit icon l5kit

L5Kit - https://level-5.global/

opentraj icon opentraj

Human Trajectory Prediction Dataset Benchmark (ACCV 2020)

pytorch-auto-drive icon pytorch-auto-drive

PytorchAutoDrive: Segmentation models (ERFNet, ENet, DeepLab, FCN...) and Lane detection models (SCNN, RESA, LSTR, LaneATT, BézierLaneNet...) based on PyTorch with fast training, visualization, benchmarking & deployment help

pytorch-grad-norm icon pytorch-grad-norm

Pytorch implementation of the GradNorm. GradNorm addresses the problem of balancing multiple losses for multi-task learning by learning adjustable weight coefficients.

simclr icon simclr

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

social-stgcnn icon social-stgcnn

Code for "Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction" CVPR 2020

sql icon sql

FastCampus SQL & DB

xai icon xai

XAI - An eXplainability toolbox for machine learning

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